Natural Language & Storytelling Pipelines

Notes:

Storytelling pipelines are used to automate the process of creating stories. They are typically used in the film, television, and video game industries to generate scripts, plot lines, and character development. The pipeline typically includes a variety of software tools and techniques, such as natural language processing, machine learning, and computer graphics, to generate and refine the story content. The pipeline starts with the concept or idea, then goes through several stages such as writing, editing, and finalization. This method allows for efficient and consistent creation of stories while maintaining creative control over the final product.

A storytelling pipeline typically involves several stages, including:

Concept development: This is the initial stage where the overall concept and story for the project is developed and refined.
Writing: The script or story is written, either by a single writer or a team of writers.
Pre-production: The script is reviewed and revised, and the production team begins to plan and organize the various elements of the project, such as casting, locations, and special effects.
Production: The actual filming or recording of the project takes place.
Post-production: The footage is edited, sound and visual effects are added, and the final product is assembled.
Distribution and marketing: The final product is distributed and marketed to audiences.

The process may vary depending on the specific project and the medium it is being developed for (e.g. film, video game, book, etc.). But these six stages are the most common in any storytelling pipeline.

Storytelling pipeline automation refers to the use of technology and software to automate certain tasks and processes within the storytelling pipeline. This can include things like:

Scriptwriting software that can assist in writing, formatting, and outlining scripts
Dialogue generation software that can help generate realistic and believable dialogue for characters
Cinematography software that can help plan and plan out shots and camera angles
Storyboarding software that can help visualize the story and scenes
Audio and visual effects software that can help create realistic sound and visual effects
Automatic summarization of the content
Machine learning algorithms to help with character development, plot generation, and story pacing

Resources:

Pipeline Pilot .. graphically-based, code-optional environment

References:

Text Analysis Pipelines: Towards Ad-hoc Large-Scale Text Mining (2015)

Guided neural language generation for automated storytelling
P Ammanabrolu, E Tien, W Cheung, Z Luo… – … on Storytelling, 2019 – aclweb.org
… to-sentence train- ing corpus, simply due to the fact that the space of potential generated events is very large; the cor- rect mapping from the generated event to a natural language sentence would … 52 lem by itself, and another set intended to evaluate the full storytelling pipeline …

Plan-and-write: Towards better automatic storytelling
L Yao, N Peng, R Weischedel, K Knight, D Zhao… – Proceedings of the AAAI …, 2019 – aaai.org
… steps: 1) story planning which generates plots, and 2) surface realization which composes natural language text based … We posit that storytelling systems can benefit from storyline planning to generate more coherent and … End-to-end generation is conducted in a pipeline fashion …

A narrative sentence planner and structurer for domain independent, parameterizable storytelling
SM Lukin, MA Walker – Dialogue & Discourse, 2019 – 129.70.43.92
… Trees are manipulated by Fabula Tales’ narrative sentence plan- ner, based on the architecture of the PERSONAGE expressive Natural Language Generation engine … to arise, as we depict in Figure 2. The first gap occurs when story content for the storytelling pipeline is difficult …

A Hierarchical Approach for Visual Storytelling Using Image Description
MS Al Nahian, T Tasrin, S Gandhi, R Gaines… – … Digital Storytelling, 2019 – Springer
… To better help these networks maintain context over long story sequences, many researchers have chosen to make use of event representations that distill essential information from natural language sentences [4, 13, 20] … [12] has proposed a visual storytelling pipeline for task …

A Hierarchical Approach for Visual Storytelling Using Image Description
B Harrison – … on Interactive Digital Storytelling, ICIDS 2019, Little …, 2019 – books.google.com
… story sequences, many researchers have chosen to make use of event representations that distill essential information from natural language sentences [4 … been being used as a strong baseline for the visual storytelling task.[12] has proposed a visual storytelling pipeline for task …

The steep road to happily ever after: An analysis of current visual storytelling models
Y Modi, N Parde – arXiv preprint arXiv:1904.03366, 2019 – arxiv.org
… Recent literature has begun to refer to this task as visual storytelling: the generation of a co- hesive, sequential set of natural-language descrip- tions across multiple images (Huang et al., 2016) … Lukin et al. (2018) defined a pipeline for vi- sual storytelling consisting of Object …

Semantic Storytelling: Towards Identifying Storylines in Large Amounts of Text Content.
G Rehm, K Zaczynska, J Moreno – Text2Story@ ECIR, 2019 – ceur-ws.org
… Therefore, we will build generic processing pipelines for different text types, which will allow us to handle typical features found … The idea is to apply a generic processing pipeline optimised by the characteristics of the respective text genre … Scientific Storytelling using Visualization …

Natural Language Content Generation for Computer Games
O Sundin – 2019 – diva-portal.org
… The new method combines the existing softwares CoreNLP and SimpleNLG into a new pipeline architecture in … in [3]. The plan, or in other words the story, can then be represented in natural language. This approach reduces the storytelling problem into an AI planning problem …

Aesop: A visual storytelling platform for conversational ai and common sense grounding
TJ Meo, C Kim, A Raghavan, A Tozzo… – AI …, 2019 – content.iospress.com
… direct way of interacting with the system to define meaning and streamline visual storytelling … provide an end-to-end integrated platform for conversational AI, combining natural language and gesture … Muvizu is designed to feel like an actual movie production pipeline, cutting out …

Semantic Understanding of Natural Language Stories for Near Human Question Answering
HM Jamil, J Oduro-Afriyie – International Conference on Flexible Query …, 2019 – Springer
… we identify the deductive capability we have introduced in NLQuery pipeline discussed in … This particular behavior is a result of natural language processing (NLP) employed within Omniscient … question answering system for arbitrary texts based on semantic storytelling and story …

The 2nd International Workshop on Narrative Extraction from Text: Text2Story 2019
AM Jorge, R Campos, A Jatowt, S Bhatia – European Conference on …, 2019 – Springer
… with an emphasis on the application of their findings on relevant research from a wide range of areas including information extraction, information retrieval, natural language processing, text mining … Lukin, S., Hobbs, R., Voss, C.: A pipeline for creative visual storytelling …

Towards a Conversational Interface for Authoring Intelligent Virtual Characters
X Wang, SS Sohn, M Kapadia – Proceedings of the 19th ACM …, 2019 – dl.acm.org
… experience that amplifies creative voices in the engineering-oriented authoring pipeline for intelligent … of the Third International Conference on Technologies for Interactive Digital Storytelling and Entertainment … Computer-Assisted Authoring for Natural Language Story Scripts …

A Multimodal Interface for Virtual Character Animation Based on Live Performance and Natural Language Processing
F Lamberti, V Gatteschi, A Sanna… – International Journal of …, 2019 – Taylor & Francis
… development of new interaction paradigms for easing and speeding up the animation pipeline … For instance, computer-animated storytelling techniques that emerged over the last few years … This approach is generally adopted in other animation pipelines (Coyne & Sproat, 2001 …

Clinical Tractor: A Framework for Automatic Natural Language Understanding of Clinical Practice Guidelines
DR Schlegel, K Gordon, C Gaudioso… – AMIA Annual …, 2019 – ncbi.nlm.nih.gov
… shift is generally avoided, and some discourse relations that arise in storytelling are eschewed … for such problems, such as NegEx, which appear frequently in EHR-focused pipelines using the … The early stages of our architecture use a fairly standard NLP pipeline, comparable to …

Domain Authoring Assistant for Intelligent Virtual Agents
S Janghorbani, A Modi, J Buhmann… – arXiv preprint arXiv …, 2019 – arxiv.org
… have mental models of their application domain (eg, interactive games [13], or storytelling [44 … the logic of pre/post-conditions, are inferred di- rectly from a natural language description … Figure 3: Pipeline for going from natural language descrip- tion to domain code, as described …

Is artificial data useful for biomedical Natural Language Processing
Z Wang, J Ive, S Velupillai, L Specia – arXiv preprint arXiv:1907.01055, 2019 – arxiv.org
… Natural Language Generation … of applications such as dialogue generation, question-answering, machine translation (MT), summarisation, simplification, storytelling, etc … Our preprocessing pipeline including sentence detection uses the spaCy-2.0.18 toolkit.1 We low- ercase all …

Is artificial data useful for biomedical Natural Language Processing algorithms?
Z Wang, J Ive, S Velupillai, L Specia – … of the 18th BioNLP Workshop and …, 2019 – aclweb.org
… Natural Language Generation … of applications such as dialogue generation, question-answering, machine translation (MT), summarisation, simplification, storytelling, etc … Our preprocessing pipeline including sentence detection uses the spaCy-2.0.18 toolkit.1 We low- ercase all …

Grammaticality in neural natural language generation
JTZ Wei – 2019 – johntzwei.github.io
… control for recall, computed over the corpus. 1.3 Neuralapproachtolanguagegeneration Traditional approaches to language generation used pipelines of several stages … Refer to Goldberg [19] for a review of neural techniques in natural language processing …

Proposal of a Hybrid Approach for Natural Language Generation and its Application to Human Language Technologies
C Barros – 2019 – rua.ua.es
… 17 2.2 Reference architecture for a general Natural Language Generation (NLG)system … For the usefulness factor, the ratings were measured in the context of the usability of the sen- tences in storytelling, being the minimum value for sentences not usable in the context and the …

Guided open story generation using probabilistic graphical models
S Gandhi, B Harrison – Proceedings of the 14th International Conference …, 2019 – dl.acm.org
… Recall this is because our system is meant to act as the document planner in a larger NLG pipeline … 2002. Planning characters’ behaviour in interactive storytelling … 2018. Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation …

Proceedings of the 1st Workshop on Discourse Structure in Neural NLG
A Balakrishnan, V Demberg, C Khatri… – Proceedings of the 1st …, 2019 – aclweb.org
… 3:00–3:20 Incorporating Textual Evidence in Visual Storytelling Tianyi Li and … Linguistics, Software Engineering and Artificial Intelligence methods to gen- erate natural language from non … data-to-text applications have been designed using a modular pipeline architecture, in …

Dixit: Interactive Visual Storytelling via Term Manipulation
CC Hsu, YH Chen, ZY Chen, HY Lin… – The World Wide Web …, 2019 – dl.acm.org
… images and terms extracted from their corresponding captions in the COCO dataset; this pipeline is similar … No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling … In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing …

Toward automated quest generation in text-adventure games
P Ammanabrolu, W Broniec, A Mueller, J Paul… – arXiv preprint arXiv …, 2019 – arxiv.org
… More recently, Martin et al. (2017) introduce a pipeline systems for improvi- sational storytelling agents capable of collabora- tively creating stories. These agents first focus on creating a plot for the story and then expand that plot into natural language sentences. Urbanek et al …

Informative Visual Storytelling with Cross-modal Rules
J Li, H Shi, S Tang, F Wu, Y Zhuang – Proceedings of the 27th ACM …, 2019 – dl.acm.org
… CCS CONCEPTS • Computing methodologies ? Natural language generation … and explicitly infer the semantic concepts for given visual input, enabling a more informative storytelling style … Our rule mining pipeline is illustrated in Figure 2. In order to get cross-modal rules for …

A modular framework for collaborative multimodal annotation and visualization
C Kim – Proceedings of the 24th International Conference on …, 2019 – dl.acm.org
… Intelligence (AI) research, including machine learning, computer vision, and natural language, requires large … The current research and development (R&D) pipeline involves each group collecting … exam- ples, are available at http://modular.ckprototype.com/ Visual Storytelling …

Automatic text generation in macedonian using recurrent neural networks
I Milanova, K Sarvanoska, V Srbinoski… – … Conference on ICT …, 2019 – Springer
… acquired significant popularity, more and more tasks from the domain of Natural Language Processing are … to-end system that understands the components of the text generation pipeline stochastically [5 … Visual storytelling is the process of telling a coherent story about an image …

Transmedia Storytelling and Its Discourses
ML Ryan – Transmediations: Communication Across Media …, 2019 – books.google.com
… Theory The notion of media stands at the center of the phenomenon of transmedia storytelling … created by theoreticians to serve a specific purpose, but a word of natural language, and like … by Walter Ong (1982), on the ground that media are not passive pipelines through which …

Text-to-picture tools, systems, and approaches: a survey
J Zakraoui, M Saleh, J Al Ja’am – Multimedia Tools and Applications, 2019 – Springer
… [15]. It has a pipeline of five processing phases: pre-processing, medication annotation, post-processing, image … 28] proposed a Hindi natural language processor called … Interactive storytelling systems have also been proposed, such as KidsRoom [4, 34, 56] and CONFUCIUS …

The language of programming: a cognitive perspective
E Fedorenko, A Ivanova, R Dhamala… – Trends in cognitive …, 2019 – Elsevier
… With respect to computations, a multistep processing pipeline appears to underlie both the … that programming draws on some of the same resources as natural language processing, in … and neural mechanisms of computer programming in young children: storytelling or solving …

Slugbot: Developing a computational model andframework of a novel dialogue genre
KK Bowden, J Wu, W Cui, J Juraska, V Harrison… – arXiv preprint arXiv …, 2019 – arxiv.org
… CoreNLP Parser: After preprocessing the data we use our Natural Language Understanding (NLU) engine to … Additional NLU: Additional NLU components in our pipeline include the NPS dialogue act … Storytelling 2.5.3 Tell the user a story and answer questions based on a …

Trends in integration of vision and language research: A survey of tasks, datasets, and methods
A Mogadala, M Kalimuthu, D Klakow – arXiv preprint arXiv:1907.09358, 2019 – arxiv.org
… Figure 5 summarizes the video storytelling where a story in a sequence is generated when given … as subtitles) and visual frames to hold a dialog with humans in natural language about the … ing model also uses the FiLM technique to enable the textual/visual pipeline to mutually …

Understanding Each-Other: Engineering Challenges and Opportunities for Users and Systems in the Deep Learning Era.
LD Spano – EICS Workshops, 2019 – pdfs.semanticscholar.org
… In this field, the DL techniques fit particularly well, since the pipeline does not require any intermediate … ACM (2019) 4. Facebook: Wit.ai Natural Language for Developers … M., Tola, A., Spano, LD, Murru, F., Romoli, M., Blecic, I., Trunfio, GA: PAC-PAC: intelligent storytelling for point …

Debbie, the debate bot of the future
G Rakshit, KK Bowden, L Reed, A Misra… – … Social Interaction with …, 2019 – Springer
… In: International conference on interactive digital storytelling … H, Matsuo Y (2014) Towards an open-domain conversational system fully based on natural language processing … R, Serban IV, Noseworthy M, Charlin L, Pineau J (2016) ZIB structure prediction pipeline: how NOT to …

Linking and Layout: Exploring the Integration of Text and Visualization in Storytelling
Q Zhi, A Ottley, R Metoyer – Computer Graphics Forum, 2019 – Wiley Online Library
… 2.2. Interactively Linking Text and Visualization in Storytelling. Cognitive science researchers have studied how people comprehend multimedia content for many years … Kong et al. designed a crowdsourcing pipeline to extract the text and visualization references [KHA14] …

Disclosing Citation Meanings for Augmented Research Retrieval and Exploration
R Ferrod, C Schifanella, L Di Caro… – European Semantic Web …, 2019 – Springer
… a large body of scientific literature, presenting a methodology comprising a pipeline and a … 8 Specifically, the proposed approach is based on a Natural Language Processing architecture and … platforms able to present the articles according to a narration (storytelling) dictated by …

Realistic natural interaction with virtual statues in x-reality environments.
G Margetis, G Papagiannakis, C Stephanidis – International Archives of …, 2019 – d-nb.info
… Additionally, several NLP pipelines, tools and libraries have emerged recently, aiming to help researchers to … is widely used by the NLP community, providing annotation-based NLP processing pipeline for the … Storytelling in virtual environments from a virtual guide perspective …

A creative dialog generator for fallout 4
K Alnajjar, M Hämäläinen – … of the 14th International Conference on the …, 2019 – dl.acm.org
… The whole generative pipeline is repeated 5 times after which the output dialogues are ranked by using a 3-gram language … In Proceedings of the 11th International Conference on Natural Language Generation … Dialogue generation in character-based interactive storytelling …

My Way of Telling a Story: Persona based Grounded Story Generation
K Chandu, S Prabhumoye, R Salakhutdinov… – … on Storytelling, 2019 – aclweb.org
Page 1. Proceedings of the Second Storytelling Workshop, pages 11–21 Florence, Italy, August 1, 2019. c 2019 Association for Computational Linguistics 11 … Abstract Visual storytelling is the task of generating sto- ries based on a sequence of images …

Justifying recommendations using distantly-labeled reviews and fine-grained aspects
J Ni, J Li, J McAuley – … on Empirical Methods in Natural Language …, 2019 – aclweb.org
… of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, pages … To address the challenge of lacking ground-truth data about ‘good’ justifi- cations, we propose a pipeline that can …

Using Functional Schemas to Understand Social Media Narratives
X Yan, A Naik, Y Jo, C Rose – … of the Second Workshop on Storytelling, 2019 – aclweb.org
Page 1. Proceedings of the Second Storytelling Workshop, pages 22–33 Florence, Italy, August 1, 2019 … We develop an unsupervised pipeline to ex- tract schemas and apply our method to Red- dit posts to detect schematic structures that are characteristic of different subreddits …

METHODICAL ASPECTS OF TRAINING DATA SCIENTISTS USING THE DATA GRID IN A VIRTUAL COMPUTER LAB ENVIRONMENT
MA Belov, VV Korenkov, SV Potemkina, MV Lishilin… – environment, 2019 – ceur-ws.org
… GRID clusters use and advise on such tools as machine learning, natural language processing, web … and inclusion in cities, building innovative data products and pipelines to produce … Educational methods include storytelling, discussion, teaching, training, and directed research …

Applying Ontology in Computational Creativity Approach for Generating a Story
L Issa, S Jusoh – 2019 2nd International Conference on new …, 2019 – ieeexplore.ieee.org
… Furthermore, the generator understands the different parts of the aging pipeline stochastically, without broad … An author in [9] the author presented a virtual storytelling system (AVEIRO … it is supposed to deliver, and produces as output a corresponding natural language expression …

Plug and play language models: a simple approach to controlled text generation
S Dathathri, A Madotto, J Lan, J Hung, E Frank… – arXiv preprint arXiv …, 2019 – arxiv.org
… These models are used to extract contextualized word embeddings for transfer learning purposes (Devlin et al., 2019) and as natural language generators … RL & JL built and oversaw the human evaluation pipeline and computed the statistics …

Visual Understanding and Narration: A Deeper Understanding and Explanation of Visual Scenes
SM Lukin, C Bonial, CR Voss – arXiv preprint arXiv:1906.00038, 2019 – arxiv.org
… In Proceedings of the Tenth European Workshop on Natural Language Generation (ENLG-05). Stephanie Lukin, Reginald Hobbs, and Clare Voss. 2018a. A Pipeline for Creative Visual Storytelling. In Proceedings of the First Workshop on Story- telling, pages 20–32. Page 4 …

Data-driven Storytelling for Casual Users
Z Zhao – 2019 – search.proquest.com
… 113 7.4.3 Start from Existing Examples, Don’t Be Too Unique . . . . . 114 8 Conclusion 115 9 Future Work 117 A Survey of Data-Driven Storytelling Media 119 A.1 Storytelling in Movies and Documentaries … 227 A.9.6 AR pipeline …

My Way of Telling a Story: Persona based Grounded Story Generation
S Prabhumoye, KR Chandu, R Salakhutdinov… – arXiv preprint arXiv …, 2019 – arxiv.org
… Abstract Visual storytelling is the task of generating sto- ries based on a sequence of images. Inspired … sonas. Having said that, there are independent datasets for both visual storytelling and anno- tated sentences for various persona …

Learning to compose topic-aware mixture of experts for zero-shot video captioning
X Wang, J Wu, D Zhang, Y Su, WY Wang – Proceedings of the AAAI …, 2019 – aaai.org
… It is not only an important testbed for advances in visual understanding and grounded natural language generation, but also has many practical ap … Method Overview We show in Figure 2(a) the overall pipeline of our Topic- Aware Mixture of Experts (TAMoE) approach, which …

Virtual Movement from Natural
H Sarma – 2019 – d-nb.info
… be employed to fill gaps in automated NLU pipelines that cannot yet be filled by digital … cise instructions are the first target; after which we focused on generating a pipeline to extract … 1. CONFUCIUS: This is a multimodal storytelling text to animation system with some specific …

KnowSemLM: A Knowledge Infused Semantic Language Model
H Peng, Q Ning, D Roth – … on Computational Natural Language Learning …, 2019 – aclweb.org
Page 1. Proceedings of the 23rd Conference on Computational Natural Language Learning, pages 550–562 Hong Kong, China, November 3-4, 2019 … 1 Introduction Natural language understanding requires a coher- ent understanding of a series of events or actions in a story …

Paraphrase generation with latent bag of words
Y Fu, Y Feng, JP Cunningham – Advances in Neural Information …, 2019 – papers.nips.cc
… From a traditional natural language genera- tion(NLG) perspective, one might explicitly separate content planning and surface realization [35] … We use this latent variable model to build a differentiable step by step content planning and surface realization pipeline for paraphrase …

NATSUM: Narrative abstractive summarization through cross-document timeline generation
C Barros, E Lloret, E Saquete… – Information Processing & …, 2019 – Elsevier
… NLG tasks are commonly viewed as a pipeline of three broad stages: document planning (also known as macroplanning … Konstas and Lapata (2013) analyzed several mechanisms for mapping database information (weather forecast records) into natural language sentences …

Curation Technologies for Cultural Heritage Archives: Analysing and transforming a heterogeneous data set into an interactive curation workbench
G Rehm, M Lee, J Moreno-Schneider… – Proceedings of the 3rd …, 2019 – dl.acm.org
… In the current prototype, we applied a hard-coded pipeline of NER, Entity Linking … TextFlows: A visual programming platform for text mining and natural language processing … Different Types of Automated and Semi-Automated Semantic Storytelling: Curation Technologies for Differ …

LSTM-Based Kazakh Speech Synthesis
A Kaliyev – International Conference on Speech and Computer, 2019 – Springer
… Conventional pipeline processing, when the main task is divided into separate subtasks, and neural … P., Rao, KS: Data-driven pause prediction for speech synthesis in storytelling style speech … D.: A spectral algorithm for learning class-based n-gram models of natural language …

Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework
D Cai, Y Wang, W Bi, Z Tu, X Liu, S Shi – … Methods in Natural Language …, 2019 – aclweb.org
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, pages 1866–1875, Hong Kong, China, November 3–7 … (2019) that also employs a pipeline approach for …

Felt: A Simple Story Sifter
M Kreminski, M Dickinson, N Wardrip-Fruin – … Interactive Digital Storytelling, 2019 – Springer
… the design and development of sifting patterns becomes part of the content authoring pipeline … provide creativity support for the human interactor in a collaborative storytelling context … As distinct from the natural language understanding term “story recognition”, which refers to the …

Towards adaptive multimedia system for assisting children with Arabic learning difficulties
M Saleh, JM Alja’am – 2019 IEEE Jordan International Joint …, 2019 – ieeexplore.ieee.org
… The system is a pipeline of three processes namely: story processing and image selection, estimation of similarity … text, and it uses a core multi-domain ontology that exploits existing Arabic natural language processing technologies … A Guided Digital Storytelling Prototype System …

Contextualized word embeddings enhanced event temporal relation extraction for story understanding
R Han, M Liang, B Alhafni, N Peng – arXiv preprint arXiv:1904.11942, 2019 – arxiv.org
… It is an important natural language understanding (NLU) task with broad applications to downstream tasks such as story … Modeling event temporal relations is crucial for story/narrative understanding and storytelling, be- cause a story … CAEVO builds a pipeline with ordered sieves …

Learning to control the fine-grained sentiment for story ending generation
F Luo, D Dai, P Yang, T Liu, B Chang, Z Sui… – Proceedings of the 57th …, 2019 – aclweb.org
… Since there is no direct related work of this task, we design an intuitive pipeline (generate-and- modify) as baseline … In Proceedings of the 2013 conference on em- pirical methods in natural language processing … 2018a. Plan- and-write: Towards better automatic storytelling …

Blogging birds: telling informative stories about the lives of birds from telemetric data
A Siddharthan, K Ponnamperuma, C Mellish… – Communications of the …, 2019 – dl.acm.org
… called natural language generation15 that automates the entire data pipeline to produce tex … that 90% of business intelligence systems will in- corporate natural language generation by … In the storytelling domain, creativity manifests itself through emergent nar- ratives dynamically …

Narrative paths and negotiation of power in birth stories
M Antoniak, D Mimno, K Levy – Proceedings of the ACM on Human …, 2019 – dl.acm.org
… occurring birth stories from an online forum and make our labeling pipelines available to … Tangherlini [93] argues that the storytelling of paramedics forms the culture and organizational structure … for authors’ control of their own stories, we release our processing pipeline (eg, the …

Induction and Reference of Entities in a Visual Story
RP Dong, KR Chandu, AW Black – arXiv preprint arXiv:1909.09699, 2019 – arxiv.org
… In this paper, we address these two stages of introducing the right entities at seemingly reasonable junc- tures and also referring them coherently in the context of visual storytelling … 1 Introduction “You’re never going to kill storytelling because its built in the human plan …

Video question answering with spatio-temporal reasoning
Y Jang, Y Song, CD Kim, Y Yu, Y Kim, G Kim – International Journal of …, 2019 – Springer
… and finds their associations with pairs of questions and answers in the natural language form (Antol … 2016) due to their concise format and cohesive storytelling nature (Bakhshi et al … rather than sentences, we replace their METEOR score-based semantic validation pipeline with a …

Design and implementation of embodied conversational agents
F Geraci – 2019 – rucore.libraries.rutgers.edu
… This is achieved by enabling the agent to complement the basic speech input with voice emotion, facial expres- sions recognition, and smarter natural language parsing and generation. Finally, we … 25 3.2. The pipeline of the multimodal sensing framework …

Extraction and Description of the Narrative Structure from TV-Series
A BERHE – perso.limsi.fr
… Page 6. Pipeline Page 7 … 3. Xavier Bost. A storytelling machine?: automatic video summarization: the case of TV series. PhD thesis, Université d’Avignon, 2016 … Narrative Information Extraction with Non-Linear Natural Language Processing Pipelines. Drexel University, 2017. 10 …

Knowledge-driven encode, retrieve, paraphrase for medical image report generation
CY Li, X Liang, Z Hu, EP Xing – Proceedings of the AAAI Conference on …, 2019 – aaai.org
… KERP decomposes medical re- port generation into explicit medical abnormality graph learn- ing and subsequent natural language modeling … predicted probability breaks the connectiv- ity of differentiable back-propagation of the whole encode- retrieve-paraphrase pipeline …

Deep Reinforcement Sequence Learning for Visual Captioning
H Laria Mantecón – 2019 – aaltodoc.aalto.fi
… Code: SCI3044 Supervisor: Docent Jorma Laaksonen Advisor: Docent Jorma Laaksonen Methods to describe an image or video with natural language, namely image and video captioning, have recently converged into an encoder-decoder architecture …

Abstractive Narrative Generation
Y Safovich – 2019 – azariaa.com
… or by dynamic media, conversational agents, advertising, or as a pipeline component … Model LSTM Long Short-Term Memory (RNN) m million NLP Natural Language Processing NN … Computational creativity has always been a popular idea; automatic storytelling and poetry have …

explAIner: A visual analytics framework for interactive and explainable machine learning
T Spinner, U Schlegel, H Schäfer… – IEEE transactions on …, 2019 – ieeexplore.ieee.org
… DL methods outperform traditional algorithms for im- age processing [56] or natural language processing [82 … could reveal the sequence of decisions users undertook in the XAI pipeline … in educational settings, for exam- ple through designing them as storytelling [11] components …

News Automation: The rewards, risks and realities of ‘machine journalism’
CG Lindén, H Tuulonen, A Bäck, N Diakopoulos… – 2019 – jyx.jyu.fi
… 22 2.5. CHINA: XINHUA AND CAIXIN …..23 3. TECHNICAL SOLUTION: NATURAL LANGUAGE GENERATION ….24 … journalism. One reason for this is the complexity of the natural language used in journalistic set …

Personality Traits Recognition in Literary Texts
D Pizzolli, C Strapparava – … of the Second Workshop on Storytelling, 2019 – aclweb.org
Proceedings of the Second Storytelling Workshop, pages 107–111 Florence, Italy, August 1, 2019 … from (Celli et al., 2013, 2014), our model was built as a pipeline in- corporating … Natural Lan- guage Processing with Python: Analyzing Text with the Natural Language Toolkit …

Narrative Generation in the Wild: Methods from NaNoGenMo
J van Stegeren, M Theune – … of the Second Workshop on Storytelling, 2019 – aclweb.org
Page 1. Proceedings of the Second Storytelling Workshop, pages 65–74 Florence, Italy, August 1, 2019. c 2019 Association for Computational Linguistics 65 Narrative … story. This is reminis- cent of the classic NLG pipeline (see, eg, (Reiter …

T-CVAE: Transformer-Based Conditioned Variational Autoencoder for Story Completion.
T Wang, X Wan – IJCAI, 2019 – 184pc128.csie.ntnu.edu.tw
… It is a big challenge in machine com- prehension and natural language generation, related to story understanding and generation [Winograd, 1972; Black and … Model Details Figure 2 demonstrate an overview of our model T-CVAE and the pipeline of the training and inference …

Computational linguistics against hate: Hate speech detection and visualization on social media in the” Contro L’Odio” project
ATE Capozzi, M Lai, V Basile, F Poletto… – 6th Italian Conference …, 2019 – iris.unito.it
… each month for several months, collected from the Contro l’Odio pipeline (Section 3.2 … mativi e storytelling partecipativo per combat- tere l’intolleranza, avviso n.1/2017 per … In Proceedings of Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian …

Temporal Information Retrieval and Its Application: A Survey
R Bansal, M Rani, H Kumar, S Kaushal – Emerging Research in Computing …, 2019 – Springer
… In natural language, various relationships occur between temporal expressions and events … Another tagger SUTIME [9], which is a part of Stanford CoreNLP pipeline, is also … summarization is another emerging field where temporal information is used to enhance the storytelling …

A hybrid model for globally coherent story generation
F Zhai, V Demberg, P Shkadzko, W Shi… – … Workshop on Storytelling, 2019 – aclweb.org
Proceedings of the Second Storytelling Workshop, pages 34–45 Florence, Italy, August 1, 2019 … These systems often follow a hierarchical pipeline: higher level modules per- form text planning, determine discourse relations and contents of each sentence; lower level mod- ules …

7/Inventing Rhetorical Machines
OF Learning – Rhetorical Machines: Writing, Code, and …, 2019 – books.google.com
… software effort by Narrative Science, Stats Monkey, Brown de- scribes a storytelling process in … are reduced to “wolf.” Through the use of these processing steps, a natural language text is … Faciloscope text processing pipeline or possessives can dissimulate the signal of a natural …

Data-to-text generation with entity modeling
R Puduppully, L Dong, M Lapata – arXiv preprint arXiv:1906.03221, 2019 – arxiv.org
… In con- trast to traditional methods which typically imple- ment pipeline-style architectures (Reiter and Dale, 2000) with modules devoted to individual … Modeling entities and their communicative actions has also been shown to improve system output in interactive storytelling …

Emotion recognition based preference modelling in argumentative dialogue systems
N Rach, K Weber, A Aicher… – 2019 IEEE …, 2019 – ieeexplore.ieee.org
… Offline classifier training as well as real-time analysis pipelines for online sensor … The respective paraphrasing is done by a template based Natural Language Generation (NLG) that … time vocal emotion recognition in artistic installations and interactive storytelling: Experi- ences …

Facebook Messenger chatbots. How businesses can benefit from this opportunity
J SANCHEZ – 2019 – politesi.polimi.it
… Afterwards, chatbots are analysed from a theoretical point of view, focusing on Artificial Intelligence, Natural Language Processing and the technologies supporting the chatbot implementation … 2.2 Natural Language Processing …

Methods for Accelerating Machine Learning in High Performance Computing
R Lim – cs.uoregon.edu
… describes a se- quence of events for intelligence gathering and storytelling purposes [30] … multi-node settings, with a focus on image recognition and natural language processing domains … applications to keep the two-issue-wide (decode, retire) execution pipeline saturated [29 …

Aesthetic Image Captioning From Weakly-Labelled Photographs
K Ghosal, A Rana, A Smolic – Proceedings of the IEEE …, 2019 – openaccess.thecvf.com
… Similarly, several other captioning variants such as visual question answering [5], visual storytelling [38], stylized … The standard approach for most image captioning pipelines is to train a CNN on … 3. We showcase the analysis of the AIC pipeline based on the standard automated …

Report on the Second International Workshop on Narrative Extraction from Texts (Text2Story 2019)
AMG Jorge, R Campos, A Jatowt, S Bhatia, A Pasquali… – ubibliorum.ubi.pt
… [2019] presented a system for automatic event extraction from Portuguese texts. The proposed approach is based on a pipeline of specialized natural language processing tools; namely, a … Semantic storytelling: Towards iden- tifying storylines in large amounts of text content …

Interactive Narrative Authoring Using Cognitive Models in Narrative Planning
R Sanghrajka – Proceedings of the AAAI Conference on Artificial …, 2019 – aaai.org
… Sanghrajka, R.; Witon, W.; Schriber, S.; Gross, M.; and Ka- padia, M. 2018. Computer-assisted authoring for natural language story scripts … Mimisbrunnur: Ai- assisted authoring for interactive storytelling … Automated narrative information ex- traction using non-linear pipelines …

TextWorld: A Learning Environment for Text-Based Games
T Barnes, E Fine, J Moore, M Hausknecht… – … 7th Workshop, CGW …, 2019 – books.google.com
… with the release of Zork (Info- com 1980), which featured rich storytelling and an … By their very nature, text-based games bring additional challenges related to natural language understanding … The two main components (in blue) of the proposed pipeline: the game generator and …

News Automation: The rewards, risks and realities of’machine journlism’
H Tuulonen, CG Linden, A Bäck, N Diakopoulos… – 2019 – cris.vtt.fi
… 22 2.5. CHINA: XINHUA AND CAIXIN …..23 3. TECHNICAL SOLUTION: NATURAL LANGUAGE GENERATION ….24 … journalism. One reason for this is the complexity of the natural language used in journalistic set …

Neural multimodal belief tracker with adaptive attention for dialogue systems
Z Zhang, L Liao, M Huang, X Zhu… – The World Wide Web …, 2019 – dl.acm.org
… many studies focusing on the Vision-to-Language problems such as image captioning [27], visual storytelling [18] and … may consist of a textual and a visual part where the textual part is a natural language utterance and … Thus, we maintain Ns such RNN pipelines for all the slots …

Self-guiding multimodal LSTM—when we do not have a perfect training dataset for image captioning
Y Xian, Y Tian – IEEE Transactions on Image Processing, 2019 – ieeexplore.ieee.org
… The third group of approaches integrates image understand- ing and natural language generation into a unified pipeline … Reference [3] presented a coher- ence recurrent convolutional network (CRCN) to describe an image stream in a storytelling manner utilizing blog data …

Visual Dialog: Towards Communicative Visual Agents
S Kottur – 2019 – kilthub.cmu.edu
… (AI). Still, we are far from intelligent agents that can visually perceive their surroundings, reason, and interact with humans in natural language, thereby being an integral part of our lives … vision (CV), natural language processing (NLP), and AI in general, across a spectrum …

Design feasibility of an automated, machine-learning based feedback system for motivational interviewing.
ZE Imel, BT Pace, CS Soma, M Tanana, T Hirsch… – …, 2019 – psycnet.apa.org
… 2016; Xiao et al., 2015), and the technical details of the processing pipeline (Xiao et al … mistakes or struggles (Ladany, Hill, Corbett, & Nutt, 1996), and thus storytelling-based supervision … It should be possible to use the natural language processing models evaluated in this article …

Designing an Educational Multimedia System for Supporting Learning Difficulties in Arabic
M Saleh, JM Alja’am – Intelligent Computing-Proceedings of the Computing …, 2019 – Springer
… A Text-to-picture system is a system that automatically converts natural language text into pictures representing the meaning of … Text-to-picture processing pipeline … 833–838 (2012)Google Scholar. 5. Jumail, W., et al.: A guided digital storytelling prototype system using illustrated …

Identifying Therapist and Client Personae for Therapeutic Alliance Estimation.
VR Martinez, N Flemotomos, V Ardulov… – …, 2019 – researchgate.net
… This pipeline is based on state-of- the-art models offered by Kaldi [34] … K. Knight, D. Zhao, and R. Yan, “Plan-and-write: Towards better automatic storytelling,” in Pro … for child narrative analysis,” in Proceedings of the 2013 Workshop on Biomedical Natural Language Processing …

HCI for accurate, impartial and transparent journalism: Challenges and solutions
T Aitamurto, M Ananny, CW Anderson… – Extended Abstracts of …, 2019 – dl.acm.org
… Virtual and augmented reality, for example, can serve journalistic storytelling by relaying more … Larry’s focus is on applied Artificial Intelligence, natural language processing (NLP), social media … on automating and supporting all aspects of the “content pipeline,” including research …

Generators that read
M Kreminski, I Karth, N Wardrip-Fruin – Proceedings of the 14th …, 2019 – dl.acm.org
… of the generator, the more sophisticated the reading: breakdowns in generative pipelines can be … being effectively reduced to button-presses by a badly designed pipeline [8]. As a … In Interactive Storytelling, Henrik Schoenau-Fog, Luis Emilio Bruni, Sandy Louchart, and Sarune …

Generating Descriptive and Accurate Image Captions with Neural Networks
L Wu – 2019 – opus.lib.uts.edu.au
… generate the relevant descriptions. Different from visual storytelling, visual paragraph … caption and dialog history. The goal is to answer questions posed in natural language about images, or recover a follow-up question based on the dialog history. Additionally …

A Hybrid Model for Globally Coherent Story Generation
Z Fangzhou, V Demberg, P Shkadzko, W Shi… – ACL 2019, 2019 – aclweb.org
Proceedings of the Second Storytelling Workshop, pages 34–45 Florence, Italy, August 1 … These systems often follow a hierarchical pipeline: higher level modules per- form text … Proceedings of the 2016 Con- ference on Empirical Methods in Natural Language Processing, pages …

Auto-Generated User Profile Schemas as a Lens for Understanding Product Experience Trajectories on Reddit
X Yan – 2019 – lti.cs.cmu.edu
… CSM also assigns a content topic to each post. Method Figure 1 shows the pipeline of our method. We … reasons: • Topics covered in this domain are rich, spanning various aspects such as experience sharing, storytelling and etc …

Quantifiers in a Multimodal World: Hallucinating Vision with Language and Sound
A Testoni, S Pezzelle, R Bernardi – Proceedings of the Workshop on …, 2019 – aclweb.org
… et al., 2015; Goyal et al., 2017), visual reasoning (An- dreas et al., 2016; Johnson et al., 2017; Suhr et al., 2017), visual storytelling (Huang et … on top of a neutral grey back- ground (see Figure 2). The scenes were auto- matically generated using the following pipeline: (a) Natural …

Adapting Automatic Summarization to New Sources of Information
JJ Ouyang – 2019 – academiccommons.columbia.edu
… of English and Chinese. Because both the source language (English) and target language (Chinese) are very active in natural language processing research, summarization tech … languages, motivating the task and describing our training pipeline for producing …

Generating Diverse and Descriptive Image Captions Using Visual Paraphrases
L Liu, J Tang, X Wan, Z Guo – Proceedings of the IEEE …, 2019 – openaccess.thecvf.com
… Image captioning, aimed at generating natural language descriptions for im- ages, usually consists of a CNN as an image encoder and an RNN as a … Preview network [54] uses a pipeline with two stages of decoding using two visual encoders and two language decoders …

Named Entity Recognition Supporting Serious Games Development in Stack Overflow Social Content
P Tamla, T Böhm, M Hemmje… – European Conference on …, 2019 – search.proquest.com
… How to apply state-of-the-art NER pipeline for named entity extraction in … CRFs rely on the Stanford NLP, the Java Libraries for Natural Language Processing (NLP … has long-term experience in Graphic Information Systems, Interactive Digital Storytelling, Edutainment applications …

Making effective use of healthcare data using data-to-text technology
S Pauws, A Gatt, E Krahmer, E Reiter – Data Science for Healthcare, 2019 – Springer
… A recent and comprehensive survey of the current state of the art in Natural Language Generation, and data-to-text in particular, can be found … Traditionally, data-to-text systems make use of a pipeline of computing tasks to produce a coherent piece of text from input data [66, 67] …

Implicit dimension identification in user-generated text with LSTM networks
V Makarenkov, I Guy, N Hazon, T Meisels… – Information Processing …, 2019 – Elsevier
… Abstract. In the process of online storytelling, individual users create and consume highly diverse content that contains a great deal of implicit beliefs and not plainly expressed narrative. It is hard to manually detect these implicit …

Data-driven lexical normalization for medical social media
A Dirkson, S Verberne, A Sarker, W Kraaij – Multimodal Technologies and …, 2019 – mdpi.com
… Exploring Threats and Opportunities. Previous Article in Journal Digital Storytelling to Enhance … This paper presents a data-driven lexical normalization pipeline with a novel … Keywords: spelling correction; social media; health; natural language processing; lexical normalization …

Utilizing Recursive Neural Networks for Contextual Text Analysis
V Makarenkov – 2019 – academia.edu
… Page 2. Page 3. iii Abstract Given the enormous amount of free text currently being produced that can be analyzed for different purposes, natural language processing (NLP) … The Text Processing Pipeline is responsible for the feature extraction while preparing the …

Ask to Learn: A Study on Curiosity-driven Question Generation
T Scialom, J Staiano – arXiv preprint arXiv:1911.03350, 2019 – arxiv.org
… we propose a new natural language genera- tion … Among the take-away messages of this work, is that question-asking represents an essen- tial component in an engaging chit-chat pipeline: the authors find, via a large-scale human validation study, that agents with higher rates …

From one to another: how robot-robot interaction affects users’ perceptions following a transition between robots
XZ Tan, S Reig, EJ Carter… – 2019 14th ACM/IEEE …, 2019 – ieeexplore.ieee.org
… The robot then asked what kind of assistance the user required. Our system used the natural language pipeline to parse the request … F. Other Data We recorded each session and logged how often the robot repeated a question due to a natural language pipeline failure …

Are we asking the right questions in MovieQA?
B Jasani, R Girdhar… – Proceedings of the IEEE …, 2019 – openaccess.thecvf.com
… MovieQA: QA tasks are particularly intriguing for videos, where they can explore cognitive storytelling concepts (such as intentions and goals) difficult to … We use it in a simple pipeline (Fig … Learning language-visual embedding for movie understanding with natural-language …

Enhancing information accessibility and digital literacy for minorities using language technology—the example of Sami and other national minority languages in …
R Domeij, O Karlsson, S Moshagen… – … on Indigenous writing and …, 2019 – brill.com
Jump to Content Jump to Main Navigation …

Creating task-generic features for fake news detection
A Olivieri, S Shabani, M Sokhn… – … of the 52nd …, 2019 – scholarspace.manoa.hawaii.edu
… been studied for some years. In [3], Mihalcea and Strapparava show that through Natural Language Processing (NLP), it is possible to discriminate between false and true information to some degree. While older studies were …

Teaching Robots Behaviors Using Spoken Language in Rich and Open Scenarios
V Paléologue – 2019 – hal.archives-ouvertes.fr
… 53 3.2.4 Natural Language Generation from Semantic Expressions . . 54 3.3 Interaction for Teaching Behaviors … 137 Bibliography 155 Page 12. List of Figures 1.1 Adaptation of “A simplified illustration of the Learning from Demon- stration pipeline.“ …

A child and a robot getting acquainted-interaction design for eliciting self-disclosure
M Ligthart, T Fernhout, MA Neerincx… – Proceedings of the 18th …, 2019 – edithlaw.ca
… Unfortunately, the technical limi- tations of speech recognition and natural-language understanding for children currently prevent this from being realized [4, 24] … 3.2.4 IDP-4: Touch-based recognition and repair pipeline. Problem …

TAMED CLOUD: Sensible interaction with a swarm of data.
F GARNIER, F TSAI, D ZAMPLARAS… – … Journal of Virtual …, 2019 – pdfs.semanticscholar.org
… in design, many researchers and artists highlight the importance of the storytelling, the behavioral … The use of natural language through Laval Virtual VRIC 2019 Proceedings-ISBN 978-2 … that run on the graphics card, outside of the normal rendering pipeline, thus accelerating …

Designing for health chatbots
A Fadhil, G Schiavo – arXiv preprint arXiv:1902.09022, 2019 – arxiv.org
… We also highlight the pipeline followed to analyze the starting corpus and the rest of the corpus obtained later … psychiatric counseling by adapting continues emotion monitoring and methodologies to understand counseling content based on natural language understanding (NLU …

Dynamic Scene Creation from Text
H Kadiyala – 2019 – scholar.uwindsor.ca
… However, in recent years, the technology has improved significantly in fields like graphics, computer vision and Natural Language Processing (NLP) … Figure 4: 3D animation pipeline [3] Page 23 … significant difference between the storytelling of a written story, since the former is …

Situation-Aware Emotion Regulation of Conversational Agents with Kinetic Earables
S Katayama, A Mathur… – 2019 8th …, 2019 – ieeexplore.ieee.org
… the emotion of the agent is determined, the final step in the pipeline is to … System for Post-Traumatic Stress Disorder Using a Virtual Agent and Virtual Storytelling to Re … In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, pages 1042 …

Ethics of Immersive Technologies
RW Hill Jr – Next-Generation Ethics: Engineering a Better Society, 2019 – books.google.com
… in real time since it still required specialized equipment, a graphics pipeline, and a … In addition to using natural language processing to understand what the human says, SimSensei … New dimensions in testimony: Digitally preserving a holocaust survivor’s interactive storytelling …

AI Film Aesthetics: A Construction of a New Media Identity for AI Films
P Parikh – 2019 – digitalcommons.chapman.edu
… training for script-writing or storytelling purposes and aimed to challenge the limits of generating narrative from numbers … Along with self-reflexivity, the film raises questions about natural language processing (as a computer coding mechanism) and … production pipeline …

ParlAmI: a multimodal approach for programming intelligent environments
E Stefanidi, M Foukarakis, D Arampatzis, M Korozi… – Technologies, 2019 – mdpi.com
… a keyword means absolutely nothing, eg, if a programming language utilizes the keyword “activate” and the word “turn on” is used in natural language for the … in [70] could better recall the story of a robotic agent when the agent looked at them more during a storytelling scenario …

Salisbury tragedy: the news of the week’s narrative of Skripal case
I Volkova, L Algavi, S Kadyrova… – SHS Web of …, 2019 – shs-conferences.org
… up, establishing the basic plot scheme as a part of the storytelling that was … The text written in natural language ? Natural language processing ? Information extraction (Identification of the verb and … German authorities fully agreed on the Nord Stream-2 gas pipeline project, and …

Character Initiative in Dialogue Increases User Engagement and Rapport
U Sohail, C Gordon, R Artstein, D Traum – semdial.org
… The baseline system uses a fairly standard pipeline for processing user utterances: audio from the user is sent to a … DS2A uses the NPCEditor component from the Virtual Human Toolkit (Leuski and Traum, 2011), which combines statistical Natural Language Un- derstanding …

A unit selection text-to-speech-and-singing synthesis framework from neutral speech: proof of concept
M Freixes, F Alías, JC Socoró – EURASIP Journal on Audio, Speech, and …, 2019 – Springer
… For instance, in storytelling [2, 3], when one of the characters sings at one point in … To this end, the framework incorporates speech-to-singing (STS) conversion within a TTS system pipeline … In the speech mode, the input text is analysed by the Natural Language Processing (NLP …

A methodology for the analysis of block-based programming languages appropriate for children
R Kraleva, V Kralev, D Kostadinova – Journal of Computing Science …, 2019 – academia.edu
… The program chunks should be easy to manage. They should use natural language for the development of the computer programs/games. The platform should provide easy-to-understand examples and multiple learning resources …

Emails Analysis for Business Process Discovery
A ISMAILI – Algorithms & Theories for the Analysis of Event Data …, 2019 – ceur-ws.org
… Unlike the other existing pipelines (NLTK, standford, OpenNLP) where most languages are unsupported, Polygot … Moreover, it considers emails as storytelling textual data to mine the candidate activities … We plan also to more automate the BP discovery pipeline since the current …

Microfoundations of Institutions
P HAACK, J SIEWEKE, L WESSEL – 2019 – emerald.com
… Coding of the Interplay Between Verbal, Visual, and Audio Storytelling (Based on … change, organizational actorhood, and research methodology such as natural language processing … workplace fatalities, mine tailings, energy development/transitions, and pipeline corrosion) …

CNM Conference on Teaching and Learning, Jan 11, 2019
S DeGiulio – devplone5.cnm.edu
… and other kinds of storytelling. Neither positive nor negative myths are completely … 8 language acquisition in adults (Dulay et al., 1982; Krashen, 2003; Krashen & McField, 2005) … Yosso, TJ (2006). Critical race counterstories along the Chicana/Chicano Educational Pipeline …

One explanation does not fit all: A toolkit and taxonomy of ai explainability techniques
V Arya, RKE Bellamy, PY Chen, A Dhurandhar… – arXiv preprint arXiv …, 2019 – arxiv.org
… and other users of the toolkit, we have implemented an extensible soft- ware architecture that organizes methods according to their place in the AI modeling pipeline … Methods that Provide Rationales [static ? model ? local ? self]: Work in the natural language processing and …

Braiding Language (by Computer): Lushootseed Grammar Engineering
J Crowgey – 2019 – digital.lib.washington.edu
… 87 4.2 The text processing system as a pipeline … In Bender 2008, arguments for the merits of implemented grammars as linguistic hypoth- esis testers focus on the real-world complexity of natural language syntactic structures when …

ACTIVITY PREDICTION FROM AUTO-CAPTURED LIFELOG IMAGES
K BELLI – 2019 – etd.lib.metu.edu.tr
… They make an effort to find the relevance between images and semantic content by using natural language processing (NLP) tools … propose a clustering pipeline for the ImageCLEF Lifelog … categorical catalog of most recent studies on the subject of storytelling from visual …

Place and Sentiment-based Life story Analysis. From the Spanish Republican Army to the French Resistance
C Dominguès, L Jolivet, C Brando… – Revue française des …, 2019 – journals.openedition.org
… In this paper, we use methodological approaches and tools combining natural language processing (NLP … The entire pipeline is reusable to any other textual corpus in French, describing … 12 http://storytelling.concordia.ca/content/newly-funded-projects-partnership-page-rwanda …

I have a different kind of brain’—a script-centric approach to interactive narratives in games
H Engström – Digital Creativity, 2019 – Taylor & Francis
… multiplicity of complexity and interactivity thus leads to a much different storytelling platform, that … The heart of this pipeline is the game engine, which combines different types of … Inform 7, content is created using a programming language designed to resemble natural language …

The State of Speech in HCI: Trends, Themes and Challenges
L Clark, P Doyle, D Garaialde, E Gilmartin… – Interacting with …, 2019 – academic.oup.com
AbstractSpeech interfaces are growing in popularity. Through a review of 99 research papers this work maps the trends, themes, findings and methods of empirical.

A unit selection text-to-speech-and-singing synthesis framework from neutral speech: proof of concept
M Freixes Guerreiro, F Alías Pujol… – EURASIP Journal on …, 2019 – recercat.cat
… For instance, in storytelling [2, 3], when one of the characters sings at one point in … To this end, the framework incorporates speech-to-singing (STS) conversion within a TTS system pipeline … In the speech mode, the input text is analysed by the Natural Language Processing (NLP …

KNOWLEDGE IN THE DIGITAL AGE
P Bago, IH Grgi?, T Ivanjko, V Juri?i?, Ž Mikloševi?… – mrptestapp.acdh-dev.oeaw.ac.at
… 135 Marija Bili?, Tomislava Lauc, Sanja Kiši?ek Learning Japanese Script through Storytelling and Multimedia … The TEI output of both the “born digital material” and the “retro digitization” pipelines are equivalent, which is … Natural Language Processing for Historical Texts …

User experience design for mixed reality: a case study of HoloLens in museum
R Hammady, M Ma… – International Journal of …, 2019 – inderscienceonline.com
… education, medicine and healthcare, virtual and augmented reality and natural language processing, in … personal interactive virtual museum tour guide UI to assist navigation and storytelling … Additionally, this study explains the system structure and developmental pipeline of the …

AVEC 2019 workshop and challenge: state-of-mind, detecting depression with AI, and cross-cultural affect recognition
F Ringeval, B Schuller, M Valstar, N Cummins… – Proceedings of the 9th …, 2019 – dl.acm.org
… As the interest of the SoMS is on the change in mood, rather than just its static observation, the initial self-reports made before the storytelling are included … The pipeline starts with applying the openFace toolkit [4] to detect the face region and subsequently perform face alignment …

Inverse cooking: Recipe generation from food images
A Salvador, M Drozdzal… – Proceedings of the …, 2019 – openaccess.thecvf.com
… Food related tasks have also been considered in the natural language process- ing literature, where … constrained problems such as generating descriptive paragraphs [23] or visual storytelling [18] … from an image directly, we argue that a recipe generation pipeline would benefit …

Narrative Theory Based Metaphor Generation Framework for Technical Education
K Anjaria – 2019 IEEE Tenth International Conference on …, 2019 – ieeexplore.ieee.org
… However, through a pipeline approach of story representation, strengths, and weaknesses are not appropriately identified … ”Toward a transmedial narratology.” Narrative across media: The languages of storytelling 2004 pp … ”The Stanford CoreNLP natural language process- ing …

Fast-Forward Methods for Egocentric Videos: A Review
M Silva, W Ramos, A Neves, E Araujo… – … Patterns and Images …, 2019 – ieeexplore.ieee.org
… ufmg.br Fig. 1: Pipeline to create a shorter version of First-Person Videos. Green dashed … 11], [15]. Others proposed to incorporate deeper semantic understanding in the fast-forward pipeline to avoid losing relevant events. To embed …

Towards a big data platform for news angles
M Gallofré Ocaña, L Nyre, AL Opdahl, B Tessem… – 2019 – bora.uib.no
… 12] advocate social semantic journalism, which uses natural-language processing (NLP … The (English-language) JSON files are sent to a C# .NET pipeline that analyses the texts semantically in terms of: concepts … Gervas, P.: Computational approaches to storytelling and creativity …

Towards Computer Generation Of Text
J Ceverha – Plan II Honors Theses-Openly Available, 2019 – repositories.lib.utexas.edu
… may seem unsubstantial in comparison, the two projects use very di erent methodologies. Beyond the Fence does not meaningfully approach the challenge of natural language generation. Part of the suite of applications in the Beyond the Fence pipeline is “Clarissa, the Cloud …

Author-Driven Approaches to Computational Narrative Design for Games
DJ Tree, A Malizia – International Conference on Human-Computer …, 2019 – Springer
… can benefit by integrating PCG into their production pipeline optimising cost and … and patterns accumulated during game plays and inform interactive storytelling and automatically … Nevertheless, such approaches require integration into existing production pipelines ensuring they …

Diversity & inclusion technology: The rise of a transformative market
SS Garr, C Jackson – Red Thread Research and Mercer, 2019 – redthreadresearch.com
… learning,13 algorithms,14 text mining,15 sentiment analysis,16 and natural language processing17 – has … also mirrors the focus vendors are placing on addressing inadequately diverse talent pipelines … scores (55%), an increase in the diversity of the talent pipeline (55%), and …

Humour-in-the-loop: Improvised Theatre with Interactive Machine Learning Systems
KW Mathewson – 2019 – era.library.ualberta.ca
… 115 6.2 Background and Related Work . . . . . 115 6.2.1 Automated Story Generation . . . . . 115 6.2.2 Digital Storytelling . . . . . 116 6.2.3 Improvised Theatre . . . . . 117 6.3 Approach …

An Ontology-Driven Information System based on Vladimir Propp’s Morphology of the Folktale for Southern African Folktales
F Pannach – 2019 – dbis.informatik.uni-goettingen.de
… To demonstrate how a thoroughly modelled ontology in combination with natural language processing approaches can provide a semi-automatic population of … that withstood 350 years of apartheid as a “testament to the power and lasting effects of storytelling.” (Scheub, 2010, p …

Acquiring Planning Models from Narrative Synopses
T Hayton – 2019 – research.tees.ac.uk
… 14 2.3.1 Planning for Interactive Storytelling . . . . . 15 2.4 InformationExtrac tionfromNaturalLanguage . . . . . 17 … 26 2.5.3 Extracting Planning Information from Natural Language 28 2.6 DomainAuthoringTools …

Practical Text Analytics
M Anandarajan, C Hill, T Nolan – Maximizing the Value of Text Data …, 2019 – Springer
… element in every project, each tool provides a potential segment in the final pipeline … LeBow College of Business, Drexel University, for her chapter on Storytelling Using Text … semantic analysis LSI Latent semantic indexing NB Naive Bayes NLP Natural language processing NN …

Toolkit for social experiments in VR
U Kristjánsson – 2019 – skemman.is
… 7 2.2.2 Natural Language Understanding . . . . . 7 2.2.3 Native Format Conversion … 37 5.4.3 Scenario Specific Commentary . . . . . 39 6 Future Work 40 6.1 Content Pipeline …

Usability evaluation of spoken humanoid embodied conversational agents in mobile serious games
D Korre – 2019 – era.ed.ac.uk
… ECA: embodied conversational agent HECA: humanoid embodied conversational agents HCI: human computer interaction NLI: natural language interaction AI: artificial intelligence VDA: virtual digital assistants ECADM: ECA design model 2D/3D: two dimensional/three …

Designing Narrative Slideshows for Learning Analytics
Q Chen, Z Li, TC Pong, H Qu – 2019 IEEE Pacific Visualization …, 2019 – ieeexplore.ieee.org
… We adopted MongoDB as 241 Page 6. % # $ fi ” fi ! ” ! $ Figure 3: System architecture and data processing pipeline. our data storage facility since it provides a deep query-ability and a document-based data schema which strongly supports our data storytelling tasks …

Intermediated Reality: A Framework for Communication through Tele-Puppetry
L Casas, K Mitchell – Frontiers in Robotics and AI, 2019 – core.ac.uk
… Such methods provided a pipeline in which a deformed mesh was projected on top of a real-world cube to create an illusion of … Section 6.1 proposes ToyMeet as a tool to enhance storytelling for children using puppets brought to life through mobile Augmented Reality …

Variation in English World-wide: Registers and Global Varieties
A Bohmann – 2019 – books.google.com
… Change in English: Developments in Allomorphy, Word Formation, and Syntax Jakob RE Leimgruber: Singapore English: Structure, Variation, and Usage Christoph Ru¨hlemann: Narrative in English Conversation: A Corpus Analysis of Storytelling Dagmar Deuber: English in …

Mapping of topics in DESIDOC Journal of Library and Information Technology, India: a study
M Lamba, M Madhusudhan – Scientometrics, 2019 – Springer
… (2018) who “proposed a pipeline model, named … around the applications of LDA are by Ping and Chen (2018) who “proposed LitStoryTeller+, an interactive system under a unified framework that could support both meso-level and micro-level scientific paper visual storytelling …

Belief places and spaces: Mapping cognitive environments
P Feldman, A Dant, W Lutters – arXiv preprint arXiv:1907.04191, 2019 – arxiv.org
… the mechanisms and culture of tabletop role-playing games, a vigorous and long- lived community that has embraced computer-mediated systems for collaborative storytelling. 3 … The analytic pipeline was built to support a variety of natural language processing (NLP) ap …

Interactive Search and Exploration in Online Discussion Forums Using Multimodal Embeddings
I Gornishka, S Rudinac, M Worring – arXiv preprint arXiv:1905.02430, 2019 – arxiv.org
… Figure 1: High-level overview of ISOLDE’s full preprocessing pipeline, system components and interactive user sessions … 3.2 System Components The following phase in ISOLDE’s pipeline is setting up all individual components of the system …

Audible panorama: Automatic spatial audio generation for panorama imagery
H Huang, M Solah, D Li, LF Yu – … of the 2019 CHI conference on human …, 2019 – dl.acm.org
… $15.00 https://doi.org/10.1145/3290605.3300851 We designed and conducted a user study to verify the efcacy of various components in our pipeline … One approach is to use word embeddings and natural language descriptions to recognize actions [28] …

Rekall: Specifying video events using compositions of spatiotemporal labels
DY Fu, W Crichton, J Hong, X Yao, H Zhang… – arXiv preprint arXiv …, 2019 – arxiv.org
Page 1. Rekall: Specifying Video Events using Compositions of Spatiotemporal Labels Daniel Y. Fu, Will Crichton, James Hong, Xinwei Yao, Haotian Zhang, Anh Truong, Avanika Narayan, Maneesh Agrawala, Christopher Ré …

A systematic review of the convergence of augmented reality, intelligent virtual agents, and the internet of things
N Norouzi, G Bruder, B Belna, S Mutter, D Turgut… – Artificial Intelligence in …, 2019 – Springer
… [23] described an interactive drama using autonomous characters presented on an AR HMD, artificial intelligence-based story management, and natural language processing to immerse the … Augmented reality agents in the development pipeline of computer entertainment …

Framing a conflict! How media report on earthquake risks caused by gas drilling: A longitudinal analysis using machine learning techniques of media reporting on gas …
AE Opperhuizen, K Schouten, EH Klijn – Journalism Studies, 2019 – Taylor & Francis
… Bartholome, Lecheler, and de Vreese (2015) reported that journalists commonly use storytelling, adding elements of conflict to a story to … The second step consists of running the pre-processed documents through a natural language pipeline for Dutch, called Frog, which extracts …

Crowdsourcing Haptic Data Collection
H Seifi – Personalizing Haptics, 2019 – Springer
… proxy modalities for tactile crowdsourcing, and identifies challenges throughout the workflow pipeline … Identify language: Participants describe or annotate tactile stimuli in natural language [4, 7 … user engagement, for example in games and movies, multimodal storytelling, or art …

Transitioning from introductory block-based and text-based environments to professional programming languages in high school computer science classrooms
D Weintrop, U Wilensky – Computers & Education, 2019 – Elsevier
JavaScript is disabled on your browser. Please enable JavaScript to use all the features on this page. Skip to main content Skip to article …

Automating the news: How algorithms are rewriting the media
N Diakopoulos – 2019 – books.google.com
… There’s almost no facet of the news production pipeline, from information gathering to sense-making, storytelling, and distribution that is not increasingly touched by algorithms. Ebullient mysticism swirls around all of the possibilities algo- rithms create …

All Right, Mr. DeMille, I’m Ready for My Closeup: Adding Meaning to User Actions from Video for Immersive Analytics
A Batch, N Elmqvist – andreabatch.com
… a model of semantically associated concepts, thus presenting a novel pipeline for handling … problem (graph layout based on conceptual similarity) using CV and natural language processing (NLP … Star Trek’s “Holodeck” is a popular metaphor for immersive storytelling [16, 37]; we …

Event Extraction With Imitation Learning and Cross-Media Inference on Streaming Data
T Zhang – 2019 – search.proquest.com
… 34 5.2 A pipeline from input sentence to sequence labels mentioned in Section 5.1.1. Q-table and values for each current step is calculated using the unidirectional … A closer integration in an earlier stage of multimodal analysis pipelines is the key to … a natural language sentence …

Knowledge-based Conversational Search
S Vakulenko – arXiv preprint arXiv:1912.06859, 2019 – arxiv.org
… were not explicitly designed to communicate parts of this background knowledge; (2) the existing knowledge models are incomplete; and (3) one of the major challenges is aligning natural language to semantic … Conversational exploratory search via interactive storytelling …

Enabling Collaborative Visual Analysis across Heterogeneous Devices
SK Badam – 2019 – search.proquest.com
… The standard visualization pipeline that defines how data transforms into an interactive visualization needs … attempts to use touch input and sketching as a means for storytelling with data … also express their questions and intents more freely us- ing natural language and speech …

Authority and Power in Social Interaction: Methods and Analysis
N Bencherki, F Matte, F Cooren – 2019 – books.google.com
… For instance, Mitchell (2013) describes how energy-production technology, in particular the switch from coal transportation by ship to oil transportation through pipelines, changes relationships of power by taking away resources from workers, including the ability to obstruct …

LEGAL ISSUES AND COMPUTATIONAL MEASURES AT THE CROSS-SECTION OF AI, LAW AND POLICY
S Rathi – 2019 – web2py.iiit.ac.in
… 33 4.5 Explain Query: In Natural Language … As a deliverable, we also demonstrate a working prototype of our pipeline hosted as an application … This gift of storytelling is highly desired as it brings a structure into actions. It breeds trust …

Funnel Vision: low-cost auto-stereoscopic 360-degree display with conical reflection and radial lenticular+ contextual artificially intelligent character with procedural …
EM Salvador – 2019 – dspace.mit.edu
… Background [11] Page 12. Funnel Vision INTRODUCTION Illusions have been used to enchant spaces since the early conception of storytelling … Theme parks take these carefully crafted spaces for storytelling and elevate their impact through illusion and complete immersion …

Evaluating and Enhancing Embodied, Avatar-Mediated Interaction
HJA Smith – 2019 – search.proquest.com
… 78 5.2.1 Interactive Storytelling . . . . . 78 5.2.2 Eye Tracking in Multimedia Learning … 101 6.4.3 Network Design and Training . . . . . 102 6.4.4 Integration Pipeline . . . . . 104 …

Extraction and analysis of fictional character networks: A survey
V Labatut, X Bost – ACM Computing Surveys (CSUR), 2019 – dl.acm.org
Page 1. 89 Extraction and Analysis of Fictional Character Networks: A Survey VINCENT LABATUT, Laboratoire Informatique d’Avignon – LIA EA 4128 XAVIER BOST, Orkis and Laboratoire Informatique d’Avignon – LIA EA 4128 …

Machine Learning for Data-Driven Movement Generation: a Review of the State of the Art
O Alemi, P Pasquier – arXiv preprint arXiv:1903.08356, 2019 – arxiv.org
… The shift from linear media (eg, music, books, movies, etc.) to non-linear media (eg, video games, interactive installations, etc.), along with the proliferation of interactive storytelling mediums such as web and virtual and augmented reality has resulted in an increase in the need …

LUI: a scalable, multimodal gesture-and voice-interface for large displays
V Parthiban – 2019 – dspace.mit.edu
… 65 5-5 Voice pipeline … my design guidelines in Chapter 3. I hope that in the next 5 years, we won’t have to stick with poor desktop based UI experiences for the future of storytelling, interaction, and holographic displays. 20 Page 21. Chapter 2 Prior Art …

Automating data visualization through recommendation
KZ Hu – 2019 – dspace.mit.edu
… DIVE inte- grates state-of-the-art data model inference, visualization, statistical analysis, and storytelling capabilities into a unified workflow … 19 Page 20. tices for deriving value from data, such as natural language processing, information retrieval, or machine learning …

The ontology of drama
R Damiano, V Lombardo, A Pizzo – Applied Ontology, 2019 – content.iospress.com
In this paper, we describe the ontology of drama called Drammar. Pervasive in old and new media, and relevant from a multi-disciplinary perspective that ranges from literary criticism and semiotics to aesthetics and psychology, the manifestations of.

Impact of artificial intelligence on education for employment:(learning and employability Framework)
A Marwan – 2019 – 213.181.237.115
… again but in different images. 2. Natural Language Processing (NLP): The ability of recognizing a language (by voice … automating routine activities, and digital storytelling. AI might bring advanced automation technologies that can grow the world’s prosperity, without …

Usage Patterns of Wideband Display Environments In e-Science Research, Development and Training
J Leigh, D Kobayashi, N Kirshenbaum… – 2019 15th …, 2019 – ieeexplore.ieee.org
… The following photo shows data streams corresponding to various stages of a data mining pipeline from raw data on the left (video of a … F. The Knowledge Presentation Pattern The SAGE display wall is an excellent medium for storytelling through the use of images, text, videos …

A generalized semantic representation for procedural generation of rooms
JT Balint, R Bidarra – Proceedings of the 14th International Conference …, 2019 – dl.acm.org
… These methods provide both a generation pipeline as well as new representation schemes … This work is part of the VESP project (Virtual E-Coaching and Storytelling Technology for Post-Traumatic Stress Disorder), financed … SceneSeer: 3D Scene Design with Natural Language …

Incorporating Textual Information with Recommender Systems
Q Ping – 2019 – search.proquest.com
… 79 4.3 System Pipeline … Bottom: one item review document. . . . . 68 4.1 Pipeline of the LitStoryTeller+ System (from full-text to storyline visualizations). Stage- 1: preprocessing; stage-2: text processing; stage-3: visualization of three views. . . . . 81 …

The Enterprise Technology Landscape
S Birudavolu, B Nag – Business Innovation and ICT Strategies, 2019 – Springer
… Inventory, Material and Assets, Operational Intelligence in Real-time Eg Oil pipelines, cars in … NLP (Natural Language Processing): Interpret and generate text and speech as needed … There were some games used for educational purposes, such as storytelling and teaching …

Visual Question Answering and Beyond
A Agrawal – 2019 – smartech.gatech.edu
… However, for a lot of practical applications (eg, physical agents navigating inside our houses executing natural language commands) we need agents that can not only ‘see’ … ‘talk’ (ie communicate the understanding to humans in free-form natural language) …

Data Science Competence Framework (CF-DS)
E CF-DS-Release – 2019 – iabac.org
Page 1. Page 2. ©2019 IABAC™ BV A Guide to the Data Science Body of Knowledge – Version 2 . Data Science Competence Framework (CF-DS) EDSF CF-DS – Release 2 EDISON DATA SCIENCE FRAMEWORK EUROPEAN COMMISION GRANT AGREEMENT NO: 675419 …

A system approach to augment clinical decision-making using machine learning
H Xu – 2019 – dspace.mit.edu
… clinical decisions and establish direction for future work including more demanding experiments. Artificial Intelligence (AI) includes Machine Learning (ML), Natural Language Processing (NLP) … Figure 37. Pipeline to query and manage clinical data inside Jupyter Notebook …

Development of supply chain risk management approaches for construction projects: A grounded theory approach
P Shojaei, SAS Haeri – Computers & Industrial Engineering, 2019 – Elsevier
… To this end, a theoretical explanation of a real world construction project (ie gas transfer pipeline project) risks is provided using grounded … the main theme of the research and then integrate all categories using different methods such as diagrams or storytelling memos (Strauss …

Visual understanding and personalization for an optimal recollection experience
GM Ana – 2019 – dr.ntu.edu.sg
… I can finally allow them to ask the fearful question “And how is the thesis going…?” I guess trickier questions will be getting in the pipeline now! Most importantly I want to thank my family, always concerned about my well-being being … 47 5.1 Lifelog Summarization Pipeline …

2 Information and Communication Technologies for Evaluation (ICT4Eval)
OA García, J Pulkkinen, P Kotturi – … for Development Evaluation …, 2019 – books.google.com
… power, distributed computing and complex algorithms have enabled appli- cations that incorporate machine learning and natural language processing to … In addition, it can include individual storytelling, par- ticipatory social mapping, causal linkage and trend and change dia …

Value Aligned Behaviour in Narrative Agents using Plot Graphs
K Kronstrand, SBT Braüner – rucforsk.ruc.dk
… We will then go into how to map events in a plot graph to a set of actions with natural language processing. We will go into the usage of a pre … narrative intelligence, or both. Narrative Interfaces Using storytelling techniques to present and facilitate content …

Design of educational experiences for virtual reality
F Abbatantuono – 2019 – politesi.polimi.it
… Experiences….. 4.1 Introduction to the Design Process….. 4.2 Project Pipeline….. 4.3 Design Process for Virtual Educational Experience …

Data-Driven Creativity Enhancement through Word Association
CLD Hillen – 2019 – curve.carleton.ca
… scale game today. New stories require lots of themes and imagery, making storytelling and worldbuilding very strong candidates for traditional word association exercises … successful in traditional natural language processing tasks build associations between …

Uncovering the Genre of Threatening Texts: A Multilayered Corpus Study
MJ Abrams – 2019 – repository.library.georgetown.edu
Page 1. Uncovering The Genre Of Threatening Texts A multilayered corpus study A Thesis submitted to the Faculty of the Graduate School of Arts and Sciences of Georgetown University in partial fulfillment of the requirements for the degree of Master of Science in Linguistics By …

Multimedia data stream information mining algorithm based on jointed neural network and soft clustering
L Deng, D Li – Multimedia Tools and Applications, 2019 – Springer
… and selection of features, the characteristics of the expression and the feature-based image recognition, speech recognition, natural language understanding and … Coprocessor using SIMD pipeline design, 128-bit wide SIMD pipeline, can be carried out at the same time four 32 …

Movienet: a movie multilayer network model using visual and textual semantic cues
Y Mourchid, B Renoust, O Roupin, L V?n… – Applied Network …, 2019 – Springer
Discovering content and stories in movies is one of the most important concepts in multimedia content research studies. Network models have proven to be an efficient choice for this purpose. When an audience watches a movie, they usually compare the characters and the relationships …

Introduction to Biomedical Data Science
R Hoyt, R Muenchen – 2019 – books.google.com
… 120 Genomic data analysis workflow . . . . . 120 Page 10. Variant calling pipeline for whole exome sequencing data … 200 Image libraries and packages . . . . . 200 Natural language processing . . . . . 200 NLP libraries and packages …

Creating augmented and virtual realities: theory and practice for next-generation spatial computing
E Pangilinan, S Lukas, V Mohan – 2019 – books.google.com
… spatial computing will be able to learn the full software development pipeline, where our … data representation ranging from an understanding of data engineering pipelines, visualization, artificial … of a graphical user interface, the spoken words of natural language processing (NLP …

Machine Learning in Production: Developing and Optimizing Data Science Workflows and Applications
A Kelleher, A Kelleher – 2019 – books.google.com
… Analytics Series livelessons@ Deep Learning ºn Tensor Flow – ?º livelessonsº VisualDála Storytelling Hadoºp, and … Improve the heuristic with a simple model when your data pipeline is mature … staff software engineer at BuzzFeed and has worked on data pipelines and algorithm …

IN SEARCH OF THE
J Stauch, A Turner, CC Escamilla – mtroyal.ca
… AI capabilities such as natural language processing (including text-to- voice, language translation and comprehension), object and facial detection and recognition, are … illegal logging and poaching, and in detecting pipeline spills and tailing pond breaks (Chui, et al., 2018) …

Sentiment and Stance Visualization of Textual Data for Social Media
K Kucher – 2019 – diva-portal.org
… 40 3.7 Sentiment visualization pipeline … 149 6.3 Data processing and visualization pipelines in StanceVis Prime … approaches to textual data are studied within the discipline of computational linguistics (CL), and, more specifically, the field of natural language processing (NLP …

Response Retrieval in Information-seeking Conversations
L Yang – 2019 – scholarworks.umass.edu
… search results. Search engines need to show more direct answers for various queries, especially for natural language questions, in order to save user effort in fulfilling their … longer passages to natural language questions issued by users, plays a central role in …

StoryMiner: An Automated and Scalable Framework for Story Analysis and Detection from Social Media
B Shahbazi – 2019 – escholarship.org
… 44 5.1 Configuration of our Machine Learning Ranker Pipeline … join particular parties. Detecting the emergence and circulation of stories in everyday life is complicated by the fragmentary nature of most storytelling. On social media people tend to shorten, interrupt, 1 …

A survey of assistive technology (AT) knowledge and experiences of healthcare professionals in the UK and France: challenges and opportunities for workforce …
C Parkin, E Hatzidimitriadou, S Manship, M Stein… – 2019 – kar.kent.ac.uk
Page 1. Kent Academic Repository Full text document (pdf) Copyright & reuse Content in the Kent Academic Repository is made available for research purposes. Unless otherwise stated all content is protected by copyright and …

Training needs and development of online AT training for healthcare professionals in UK and France
E Hatzidimitriadou, M Stein, C Parkin, S Manship… – 2019 – kar.kent.ac.uk
Page 1. Kent Academic Repository Full text document (pdf) Copyright & reuse Content in the Kent Academic Repository is made available for research purposes. Unless otherwise stated all content is protected by copyright and …

A literature review of the challenges encountered in the adoption of assistive technology (AT) and training of healthcare professionals
S Manship, E Hatzidimitriadou, M Stein, C Parkin… – 2019 – kar.kent.ac.uk
Page 1. Kent Academic Repository Full text document (pdf) Copyright & reuse Content in the Kent Academic Repository is made available for research purposes. Unless otherwise stated all content is protected by copyright and …

Analytics in Healthcare A Practical
C El Morr, H Ali-Hassan – Springer
Page 1. 123 SPRINGER BRIEFS IN HEALTH CARE MANAGEMENT AND ECONOMICS Christo El Morr Hossam Ali-Hassan Analytics in Healthcare A Practical Introduction Page 2. SpringerBriefs in Health Care Management and Economics …

Embodiment in socially interactive robots
E Deng, B Mutlu, M Mataric – arXiv preprint arXiv:1912.00312, 2019 – arxiv.org
Page 1. Embodiment in Socially Interactive Robots Eric Deng University of Southern California denge@usc.edu Bilge Mutlu University of Wisconsin–Madison bilge@cs.wisc.edu Maja J Matari? University of Southern California mataric@usc.edu December 3, 2019 Abstract …

Analytics in Healthcare: A Practical Introduction
C El Morr, H Ali-Hassan – 2019 – books.google.com
Page 1. SPRINGER BRIEFS IN HEALTH CARE MANAGEMENT AND ECONOMICS ChristoElMorrHossamAli-Hassan Analytics in Healthcare APractical Introduction 123 Page 2. SpringerBriefs in Health Care Management and …

Augmenting pedagogic writing practice with contextualizable learning analytics
A Aileen Shibani Michael Xavier – 2019 – opus.lib.uts.edu.au
… LA – Learning Analytics LD – Learning Design NLP – Natural Language Processing OECD – Organisation for Economic Co-operation and Development RQ – Research Question TAP – Text Analytics Pipeline TEL – Technology Enhanced Learning UI – User Interface …

Puppitor: Building an Acting Interface for Videogames
N Junius – 2019 – escholarship.org
… system module, authoring of rulesets and animations, and propose a direction for further work in the realm of interactive drama and storytelling more broadly. viii Page 10. Chapter 1 … joyed the realtime, natural language understanding version of the game, in spite of the …

Persuasive Content Generator The Design, Development and Validation of Persuasive Contect Generator Based on Social Media Profiles
A Khataei – 2019 – curve.carleton.ca
… personal characteristics, and in particular, trusted evidence). The corresponding software framework consists of a pipeline that processes the author and end user information as input and generates the persuasive content. This is …

6 Going further
M Albert, D Bevan, M Bóna… – … Vol. 8, Issue 11 ISSN 2192 …, 2019 – drops.dagstuhl.de
Page 21. Michael Albert, David Bevan, Miklós Bóna, and István Miklós 19 •• •• • Figure 3 The complete binary trees of size 0 to 2. with initial conditions b0= 2, b1= 5. Denoting (bn) the sequence [3, A052945], we have bn= bn+ 2. Proof …

Enhancing urban sustainability with data, modeling, and simulation: proceedings of a workshop
National Academies of Sciences, Engineering, and … – 2019 – books.google.com
… enabling these partnerships. She noted that as modeling and simu- lation are becoming more widespread, it is important to give citizens an opportunity to co-create their future, especially through storytelling. Although futuristic …

On the continuous and reactive analysis of a variety of spatio-temporal data
M Balduini – 2019 – politesi.polimi.it
… the operators’ implementation complexity –, RI VE Rallows users to define computational plans, in the form of pipelines … i del Pipeline Definition Language (PDL) … Azzi, Roberto Larcher, Fabri- zio Antonelli, Paolo Ciuccarelli: “CitySensing: Fusing City Data for Visual Storytelling” …

Libraries that Learn: Keys to Managing Organizational Knowledge
JA Bartlett, S Acadia – 2019 – books.google.com
Page 1. ALA Editions purchases fund advocacy, awareness, and accreditation programs for library professionals worldwide. Page 2. © 2019 by the American Library Association Extensive effort has gone into ensuring the reliability …

How data scientists use computational notebooks for real-time collaboration
AY Wang, A Mittal, C Brooks, S Oney – … of the ACM on Human-Computer …, 2019 – dl.acm.org
… narratives, which combine data, code to process those data, and natural language explanations to form … eg, emails, logs, and medical records) (2) Building and using pipelines for data … visualizations, code segments, and output are used for narrative and storytelling to document …

Data Science Model Curriculum (MC-DS)
E MC-DS-Release – 2019 – iabac.org
Page 1. Page 2. ©2019 IABAC™ BV A Guide to the Data Science Body of Knowledge – Version 2 . Data Science Model Curriculum (MC-DS) EDSF MC-DS – Release 2 EDISON DATA SCIENCE FRAMEWORK EUROPEAN COMMISION GRANT AGREEMENT NO: 675419 …

MineTime Insight: Visualizing Meeting Habits to Promote Informed Scheduling Decisions
M Ancona, M Beyeler, M Gross… – IEEE Transactions on …, 2019 – ieeexplore.ieee.org
… therefore immediately processable. We take into account both recurring and not recurring meetings. In this work, we focus on meetings because our processing pipeline requires an explicit list of attendees. Although, in practice …

e-Journalism and Media
AM Ronchi – e-Services, 2019 – Springer
Page 1. Chapter 4 e-Journalism and Media Why are journalism and media an integral part of this book? If we consider the environment and more specifically the digital environment surrounding citizens we cannot forget the …

AI Best and Next Practices
P Gentsch – AI in Marketing, Sales and Service, 2019 – Springer
… The lead with the highest probability of a conversion should be in first place in the sales pipeline … As machine learning, natural language processing (NLP) and robotic process automation evolve, Digital Labor will also be able to take on increasingly complex tasks …

Machine learning with Python for everyone
M Fenner – 2019 – books.google.com
… 11.6 11.4.1 A Simple Pipeline 11.4.2 A More Complex Pipeline Pipelines and Tuning … 2 Model-Based Feature Selection 13.1.3 Integrating Feature Selection with a Learning Pipeline … That experience results in a form of storytelling that explains concepts while minimizing jargon …

Why Bother Choosing Anyway?: Modeling Assimilation and Liberation Issue Framing in LGBTQ News Coverage
JP Antsen – 2019 – search.proquest.com
… 129 FIGURE 16: By-Chapter Breakdown of Methodological Pipeline 131 … In this chapter I will discuss the terminology, concepts, and intuitions involved in working with computer modeling of natural language. I finish this chapter by describing the data …

Augmented Reality, Virtual Reality, and Computer Graphics: 6th International Conference, AVR 2019, Santa Maria al Bagno, Italy, June 24–27, 2019 …
LT De Paolis, P Bourdot – 2019 – books.google.com
… 208 Alexander Ohlei, Lennart Bundt, David Bouck-Standen, and Michael Herczeg Transmedia Digital Storytelling for Cultural Heritage Visiting Enhanced Experience …

Behavioral Competencies of Digital Professionals: Understanding the Role of Emotional Intelligence
S Bonesso, E Bruni, F Gerli – 2019 – books.google.com
Page 1. Behavioral Competencies of Digital Professionals Understanding the Role of Emotional Intelligence Sara Bonesso Elena Bruni Fabrizio Gerli Page 2. Behavioral Competencies of Digital Professionals “I encounter many …

From Fingers to Digits: An Artificial Aesthetic
MA Boden, EA Edmonds – 2019 – books.google.com
Page 1. From Fingers D- – HO Digits D- – == Tº T. T ?= D- TD) Vº == – T2) -: T nest A. Edmonds Page 2. From Fingers to Digits Page 3. Leonardo Roger F. Malina, Executive Editor Sean Cubitt, Editor-in-Chief Synthetics: Aspects …

Hierarchical Style Modeling: A Generative Framework for Style-Centric Generation of 3D Models
S Mazeika – 2019 – escholarship.org
… symbol which gives the grammar a jumping-off point for its generative process. The canonical example of a grammar is natural language – in fact, formal 10 Page 26. grammars owe their name to the grammars of natural language. In English, for …

Towards Data-Driven Cinematography and Video Retargeting using Gaze
KK Rachavarapu – 2019 – web2py.iiit.ac.in
… This dataset can be used for many other tasks such as automating the pipeline for further dataset creation, analyzing script to shot relation etc … The editing process of rearrangement, selection, cutting shots and combining them into sequences with a goal of storytelling …

A Public Record at Risk: The Dire State of News Archiving in the Digital Age
S Ringel, AM Woodall – 2019 – academiccommons.columbia.edu
… A single media organization handled most of the steps involved in production, including archiving. At a good number of newsrooms, an in-house librarian was a stop in this production pipeline, guaranteeing some level of future access by clipping individual news stories from the …

2016 Oklahoma Research Day Full Program
E Commons – dc.swosu.edu
Page 1. Southwestern Oklahoma State University SWOSU Digital Commons Oklahoma Research Day Abstracts 2016 Oklahoma Research Day Jan 1st, 12:00 AM 2016 Oklahoma Research Day Full Program Northeastern State University …

Machine Learning Project Management-A Study of Project Requirements and Processes in Early Adoption
M Lindovsky, C Brasjö – 2019 – odr.chalmers.se
… Off-the-Shelf CRISP-DM Cross-Industry Process for Data Mining DL Deep Learning DMME Distributed Modeling and Distribution evaluation KDD Knowledge Discovery in Databases ML Machine Learning MVP Minimum Viable Product NLP Natural language Processing PMI …

Managing Your Data Science Projects
L Salesmanship, R de Graaf – Springer
Page 1. Learn Salesmanship, Presentation, and Maintenance of Completed Models — Robert de Graaf Managing Your Data Science Projects Page 2. MANAGING YOUR DATA SCIENCE PROJECTS LEARN SALESMANSHIP, PRESENTATION, AND …

Managing Your Data Science Projects: Learn Salesmanship, Presentation, and Maintenance of Completed Models
R De Graaf – 2019 – books.google.com
Page 1. Managing Your Data Science Projects Learn Salesmanship, Presentation, and Maintenance of Completed Models — Robert de Graaf Page 2. MANAGING YOUR DATA SCIENCE PROJECTS LEARN SALESMANSHIP …

An Alternative Representation of Video via Feature Extraction (RAAVE)
FA Salim – 2019 – tara.tcd.ie
… 107 8.2. Future Directions ….. 109 8.2.1. Enhancing the RAAVE pipeline by using different Machine Learning methods to extract multimodal features. …. 110 …

Learn Work Play: Twenty Years of ETC Stories
B King, S Rafson, I Curtis – 2019 – books.google.com
… We would constantly brainstorm and ideate, and there were a lot of ideas discussed then that were way ahead of their time. Interactive characters, blending interactive mediums, interactive storytelling, giving guests a sense of Page 21 …

Follow the Feeling: Brand Building in a Noisy World
KD Wright – 2019 – books.google.com
… LetsGetToWork! FORMING AWORLDVIEW I made a career promise to myself—to be selfish. Yes, I volun- teer. A lot. And yes, I’ve even started a charity for youth to have a pipeline into technology. I’m not talking about Grinch selfish . . . I mean soul selfish. Fulfillment selfish …

Collaborative Integration, Publishing and Analysis of Distributed Scholarly Metadata
S Vahdati – 2019 – d-nb.info
… Figure 1.1: A Pipeline for Metadata Integration … Figure 1.1 shows the the pipeline of metadata integration starting from real world objects as metadata resources, and extracting knowledge fragments of specific domains, creating knowledge graphs, finally exploitation knowledge …

Improvisational Artificial Intelligence for Embodied Co-creativity
M Jacob – 2019 – smartech.gatech.edu
Page 1. IMPROVISATIONAL ARTIFICIAL INTELLIGENCE FOR EMBODIED CO-CREATIVITY A Dissertation Presented to The Academic Faculty By Mikhail Jacob In Partial Fulfillment of the Requirements for the Degree Doctor of Philosophy in the School of Interactive Computing …

Factors Affecting Strategy Implementation at Energy and Petroleum Regulatory Authority
FN Muraya – 2019 – erepo.usiu.ac.ke
… exportation, refining, storage, transportation and sale of petroleum and petroleum products as well as issuing construction permits to person wishing to put up a storage facility, refinery, pipeline or a retail station. The sector is also tasked with regulating wholesalers …

Modular Systems for Fabrication: Toward a Collaborative Partnership between Humans and Machines
J Kim – 2019 – search.proquest.com
Page 1. Modular Systems for Fabrication: Toward a Collaborative Partnership between Humans and Machines by Jeeeun Kim BS, Korea Aerospace University, 2010 MS, University of Colorado Boulder, 2015 A Thesis is submitted …

In Search of a Fair Explanation: Helping Young People to Consider the Possibilities, Limitations, and Risks of Computer-and Data-Mediated Systems
SJ Van Wart – 2019 – escholarship.org
… Applications like machine learning, artificial intelligence, image recognition, and natural language processing – which permeate sociotechnical systems – are sought after in many industries and domains, and undergird many sociotechnical systems …

Neural Approaches Towards Computational Journalism
D Khattar – 2019 – web2py.iiit.ac.in
… established. Social media networks have enabled news articles to evolve from traditional text-only news to news with images and videos which can provide a better storytelling experience and has the ability to engage more readers …

Efficient Deep Learning Models and Their Applications to Health Informatics
MMK Sarker – 2019 – tdx.cat
Page 1. EFFICIENT DEEP LEARNING MODELS AND THEIR APPLICATIONS TO HEALTH INFORMATICS Md Mostafa Kamal Sarker ADVERTIMENT. L’accés als continguts d’aquesta tesi doctoral i la seva utilització ha de respectar els drets de la persona autora …

Product Development
T Wagenblatt – Software Product Management, 2019 – Springer
… Storytelling is the most important part of a mutual understanding of the intended product usage, and it enables the team to thoroughly … Good use cases are typically written in natural language writing, reflecting user requirements and specifying the goals of one or more actors, but …

Fundamentals of HR Analytics: A Manual on Becoming HR Analytical
F Diez, M Bussin, V Lee – 2019 – books.google.com
Page 1. F||N|AMENTALS |FHR ANAWTIES A Manual on Becoming HR Analytical -search-R/21-23 –Rºº-um -tº-1-23 – . . — TRºa — — 5Enºch-tº-al-wº ºrsºgeurs ºn . FERMIND|E1 – MARK BUSS|N – WENESSA LEE Page 2. FUNDAMENTALS OF HR ANALYTICS Page 3 …

The Digital Banking Revolution: How Fintech Companies are Transforming the Retail Banking Industry Through Disruptive Financial Innovation
L Wewege, MC Thomsett – 2019 – books.google.com
Page 1. Luigi Wewege and Michael C. Thomsett The Digital Banking Revolution Page 2. Page 3. Luigi Wewege and Michael C. Thomsett The Digital Banking Revolution How Fintech Companies Are Transforming the Retail Banking …