Notes:
Automatic personality recognition is the process of using machine learning algorithms or other artificial intelligence techniques to automatically recognize or classify the personality of an individual based on their behavior, language, or other characteristics.
Automatic personality recognition is a subfield of artificial intelligence and machine learning, and it is often used in a variety of applications, including social media analysis, recruitment, customer service, and psychology research. There are many different approaches to automatic personality recognition, and the specific methods and techniques used can vary depending on the specific application and the available data.
An automatic personality recognition system may also be referred to as a personality recognizer or recogniSer. These are alternative terms that can be used to describe a system that uses artificial intelligence or machine learning algorithms to automatically recognize or classify the personality of an individual based on their behavior, language, or other characteristics.
Automatic personality recognition systems are often used in a variety of applications, including social media analysis, recruitment, customer service, and psychology research. There are many different approaches to automatic personality recognition, and the specific methods and techniques used can vary depending on the specific application and the available data.
- Automated personality extraction: Automated personality extraction refers to the process of using machine learning algorithms or other artificial intelligence techniques to automatically extract or extract personality-related information from a dataset. This information might include characteristics such as personality traits, values, attitudes, or behaviors.
- Automatic personality perception: Automatic personality perception refers to the process of using machine learning algorithms or other artificial intelligence techniques to automatically perceive or infer the personality of an individual based on their behavior, language, or other characteristics. Automatic personality perception systems may use various types of data, such as text, audio, or video, to make inferences about an individual’s personality.
- Automatic personality recognition: Automatic personality recognition refers to the process of using machine learning algorithms or other artificial intelligence techniques to automatically recognize or classify the personality of an individual based on their behavior, language, or other characteristics. Automatic personality recognition systems may use various types of data, such as text, audio, or video, to recognize patterns or characteristics that are indicative of an individual’s personality.
- Automatic recognition of personality: Automatic recognition of personality is another term for automatic personality recognition, which is the process of using machine learning algorithms or other artificial intelligence techniques to automatically recognize or classify the personality of an individual based on their behavior, language, or other characteristics. Automatic recognition of personality systems may use various types of data, such as text, audio, or video, to recognize patterns or characteristics that are indicative of an individual’s personality.
- Character modeling: Character modeling refers to the process of creating a digital representation of a character, typically for use in computer graphics, video games, or other interactive media. Character modeling may involve creating a detailed 3D model of the character’s appearance and movements, as well as programming their behavior and personality traits.
- Computational personality recognition: Computational personality recognition refers to the use of computational methods, such as machine learning algorithms or natural language processing techniques, to recognize or classify the personality of an individual based on their behavior, language, or other characteristics.
- Emotion recognizer: An emotion recognizer is a system that uses artificial intelligence or machine learning algorithms to recognize or classify the emotions of an individual based on their behavior, language, or other characteristics. Emotion recognizers may use various types of data, such as text, audio, or video, to recognize patterns or characteristics that are indicative of an individual’s emotions.
- Mood recognizer: A mood recognizer is a system that uses artificial intelligence or machine learning algorithms to recognize or classify the mood of an individual based on their behavior, language, or other characteristics. Mood recognizers may use various types of data, such as text, audio, or video, to recognize patterns or characteristics that are indicative of an individual’s mood.
- Personality computing: Personality computing refers to the use of computational methods, such as machine learning algorithms or natural language processing techniques, to analyze, understand, or classify the personality of an individual based on their behavior, language, or other characteristics.
- Personality extraction system: A personality extraction system is a system that uses artificial intelligence or machine learning algorithms to extract personality-related information from a dataset. This information might include characteristics such as personality traits, values, attitudes, or behaviors.
- Personality mining: Personality mining refers to the process of using machine learning algorithms or other artificial intelligence techniques to analyze large datasets in order to discover patterns or trends related to personality. Personality mining may involve extracting personality-related information from the dataset, or it may involve using the data to make predictions or classifications based on personality-related characteristics.
- Personality recogniser: A personality recogniser is a system that uses artificial intelligence or machine learning algorithms to recognize or classify the personality of an individual based on their behavior, language, or other characteristics. Personality recognisers may use various types of data, such as text, audio, or video, to recognize patterns or characteristics that are indicative of an individual’s personality.
Resources:
- personality recognizer v1.03 .. reads a set of text files and computes estimates of personality scores
- twin-persona.org .. personality-based recommender system
Wikipedia:
References:
- Personality in Speech: Assessment and Automatic Classification (2015)
- A Survey of Personality Computing (2014)
- Using Linguistic Cues for the Automatic Recognition of Personality in Conversation and Text (2007)
See also:
Predicting Users’ Personality Based on Their ‘Liked’Images on Instagram
A Lay, B Ferwerda – The 23rd International on Intelligent User …, 2018 – diva-portal.org
… In this position paper, we address the need to explore the avenue of automatic personality assessment using ‘liked’ images on Instagram. KEYWORDS Personality, automatic personality recognition, Instagram, image features …
First Impressions: A Survey on Vision-based Apparent Personality Trait Analysis
J Junior, CS Jacques, Y Güçlütürk, M Pérez… – arXiv preprint arXiv …, 2018 – arxiv.org
… From the perspective of automatic personality comput- ing, the relationship between stimuli (everything observable people do) and the outcomes of the social perception pro- cesses (how we form impressions about others) is likely to be stable enough to be modeled in statistical …
Cross-platform and cross-interaction study of user personality based on images on twitter and flickr
ZR Samani, SC Guntuku, ME Moghaddam… – PloS one, 2018 – journals.plos.org
Assessing the predictive value of different social media platforms is important to understand the variation in how users reveal themselves across multiple platforms. Most social media platforms allow users to interact in multiple ways: by posting content to the platform, liking others …
Integrating vision and language for first-impression personality analysis
J Gorbova, E Avots, I Lüsi, M Fishel, S Escalera… – IEEE …, 2018 – ieeexplore.ieee.org
… with the right professional skills.3,4 These skills can be assessed with a set of test assignments, but because it is time-con- suming and requires considerable resources to interview each candidate in person, researchers have explored automatic personality analysis using …
An enhanced approach for quantitative prediction of personality in facebook posts
A Imran, M Faiyaz, F Akhtar – International Journal of Education …, 2018 – researchgate.net
… They examined some of these open gateways for publicizing and interface plot. In [16] author has developed an automated personality type prediction tool that classifies DISC identity types in light of Facebook individual profiles …
Comparing approaches for mitigating intergroup variability in personality recognition
G An, R Levitan – arXiv preprint arXiv:1802.01405, 2018 – arxiv.org
… Brooklyn College (CUNY), USA ABSTRACT Personality have been found to predict many life outcomes, and there have been huge interests on automatic personality recognition from a speaker’s utterance. Previously, we achieved …
Inducing personalities and values from language use in social network communities
U Kumar, AN Reganti, T Maheshwari… – Information Systems …, 2018 – Springer
… Section 5 reports the accuracy of the proposed automated Personality and Values classification systems, and details how the systems outperform the majority baselines with significant margins … 5 Experiments on Automatic Personality and Values Identification …
Emerging trends in personality identification using online social networks—a literature survey
V Kaushal, M Patwardhan – … on Knowledge Discovery from Data (TKDD), 2018 – dl.acm.org
… 2014) presents a survey of the technologies capable of dealing with human personality in general and it also aims at providing “a conceptual model underlying the three main problems addressed in the literature, namely Automatic Personality Recognition (inference of the true …
Reddit: A gold mine for personality prediction
M Gjurkovi?, J Šnajder – Proceedings of the Second Workshop on …, 2018 – aclweb.org
… gjurkovic,jan.snajder}@fer.hr Abstract Automated personality prediction from social media is gaining increasing attention in natural language processing and social sciences com- munities. However, due to high labeling costs …
The new technologies in personality assessment: A review.
Z Ihsan, A Furnham – Consulting Psychology Journal: Practice and …, 2018 – psycnet.apa.org
This article reviews various new approaches to assessing personality. They are divided into five areas: big data, wearable technology, gamification, video-résumés, and automated personality testing … Automated Personality Testing …
TxPI-u: A resource for Personality Identification of undergraduates
G Ramírez-de-la-Rosa, E Villatoro-Tello… – Journal of Intelligent …, 2018 – content.iospress.com
Resources such as labeled corpora are necessary to train automatic models within the natural language processing (NLP) field. Historically, a large number of resources regarding a broad number of problems are available mostly in English. One of such.
You are what you post: What the content of instagram pictures tells about users’ personality
B Ferwerda, M Tkalcic – The 23rd International on Intelligent User …, 2018 – diva-portal.org
… Shlomo Berkovsky. 2. Fabio Celli, Elia Bruni, and Bruno Lepri. 2014. Automatic personality and interaction style recognition from facebook profile pictures. In Proceedings of the 22nd ACM international conference on Multimedia. ACM, 1101–1104 …
Predicting facebook-users’ personality based on status and linguistic features via flexible regression analysis techniques
P Howlader, KK Pal, A Cuzzocrea… – Proceedings of the 33rd …, 2018 – dl.acm.org
… There have also been studies on automatic personality assessment based on languages used on social media [18] … 2015. Automatic personality assessment through social media language. Journal of personality and social psychology 108, 6 (2015), 934 …
Detecting Personality Unobtrusively from Users’ Online and Offline Workplace Behaviors
S Kim, J Ha, J Kim – Extended Abstracts of the 2018 CHI Conference on …, 2018 – dl.acm.org
… We also present possible applications of unobtrusive personality detection in the workplace. Author Keywords Personality detection; Automatic personality assessment; Behavior observation; Large-scale data; Personality-based balancing …
Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction
O Kampman, EJ Barezi, D Bertero, P Fung – Proceedings of the 56th …, 2018 – aclweb.org
We propose a tri-modal architecture to predict Big Five personality trait scores from video clips with different channels for audio, text, and video data. For each channel, stacked Convolutional Neural Networks are employed. The channels are fused both on decision …
Personality development through natural language
K Lanning, RE Pauletti, LA King… – Nature human …, 2018 – nature.com
A linguistic analysis of nearly 44000 responses to the Washington University Sentence Completion Test elucidates the construct of ego development (personality development through adulthood) and identifies unique linguistic markers of each level of development.
Predicting Users’ Personality from Instagram Pictures: Using Visual and/or Content Features?
B Ferwerda, M Tkalcic – Proceedings of the 26th Conference on User …, 2018 – dl.acm.org
… Shlomo Berkovsky. [2] Fabio Celli, Elia Bruni, and Bruno Lepri. 2014. Automatic personality and inter- action style recognition from facebook profile pictures. In Proceedings of the 22nd ACM international conference on Multimedia. ACM, 1101–1104 …
Detecting personality and emotion traits in crowds from video sequences
RM Favaretto, P Knob, SR Musse, F Vilanova… – Machine Vision and …, 2018 – Springer
… This is the model used in this paper [12]. In the work proposed by Gorbova and collaborators [24], authors present a system of automatic personality screening from video presentations in order to make a decision whether a person has to be invited to a job interview …
Multi-view Personality Profiling Based on Longitudinal Data
K Buraya, A Farseev, A Filchenkov – International Conference of the Cross …, 2018 – Springer
… challenges. In this study, we take the first step towards solving the problem of automatic personality profiling … At the same time, others [23, 28] utilized the advantages of social network data for automatic personality profiling. However …
Deep learning-based personality recognition from text posts of online social networks
D Xue, L Wu, Z Hong, S Guo, L Gao, Z Wu, X Zhong… – Applied …, 2018 – Springer
… Along with the popularization of social media in recent years, automatic personality recognition from online social network (OSN) is gaining increased research attention because of its potentials in many computational applications [14] …
Shaping Gestures to Shape Personality: Big-Five Traits, Godspeed Scores and the Similarity-Attraction Effect
BGW Craenen, A Deshmukh, ME Foster… – Proceedings of the 17th …, 2018 – dl.acm.org
… results. KEYWORDS Automatic Personality Synthesis; Gestures; Similarity-Attraction Effect, Godspeed Scores. ACM Reference Format: Bart GW Craenen, Amol Deshmukh, Mary Ellen Foster, and Alessandro Vinciarelli. 2018 …
Perception of Speaker Personality Traits Using Speech Signals
LH Gilpin, DM Olson, T Alrashed – Extended Abstracts of the 2018 CHI …, 2018 – dl.acm.org
… Automatic personality perception using speech signals Some of the earliest approaches were proposed by Mairesse et al … 5. Gelareh Mohammadi and Alessandro Vinciarelli. 2012. Automatic personality perception: Prediction of trait attribution based on prosodic features …
Evaluating attributed personality traits from scene perception probability
H Zhu, L Li, S Zhao, H Jiang – Pattern Recognition Letters, 2018 – Elsevier
… Personality computing addresses two basic problems: Automatic Personality Recognition (APR) and Automatic Personality Perception (APP) [8]. While automatic personality recognition aims to infer self-assessment personality traits, automatic personality perception is the task …
Lexical and Acoustic Deep Learning Model for Personality Recognition.
G An, R Levitan – Interspeech, 2018 – isca-speech.org
… Abstract Deep learning has been very successful on labeling tasks such as image classification and neural network modeling, but there has not yet been much work on using deep learning for automatic personality recognition …
Predicting personality from book preferences with user-generated content labels
N Annalyn, MW Bos, L Sigal, B Li – IEEE Transactions on …, 2018 – ieeexplore.ieee.org
Page 1. 1949-3045 (c) 2018 IEEE. Personal use is permitted, but republication/ redistribution requires IEEE permission. See http://www.ieee.org/ publications_standards/publications/rights/index.html for more information. This …
Predicting the Big Five personality traits from handwriting
M Gavrilescu, N Vizireanu – EURASIP Journal on Image and Video …, 2018 – Springer
… monitoring. Researchers in [12] present a system tasked with decreasing the time for job candidate selection in the pre-employment stage using automatic personality screening based on visual, audio, and lexical cues. The …
Stronger Together: Personality, Intelligence and the Assessment of Career Potential
F Leutner, T Chamorro-Premuzic – Journal of Intelligence, 2018 – mdpi.com
Personality and intelligence have a long history in applied psychology, with research dating back more than 100 years. In line, early developments in industrial-organizational psychology were largely founded on the predictive power of personality and intelligence measures vis-à …
Automatic assessment of communication skill in interview-based interactions
S Rasipuram, DB Jayagopi – Multimedia Tools and Applications, 2018 – Springer
Understanding and modeling people’s behavior in social interactions is an important problem in Social Computing. In this work, we automatically predict the communication skill of a person in two…
Archetype-based modeling of persona for comprehensive personality computing from personal big data
A Guo, J Ma – Sensors, 2018 – mdpi.com
… This work is aimed at establishing a unique and comprehensive description for an individual to mesh with various personalized services and applications. An extensive research literature on or related to psychological modelling exists, ie, into automatic personality computing …
The almost unbearable lightness of personality
J Allik – Journal of personality, 2018 – Wiley Online Library
Skip to Main Content …
Implicit modeling of learners’ personalities in a game-based learning environment using their gaming behaviors
M Denden, A Tlili, F Essalmi… – Smart Learning …, 2018 – slejournal.springeropen.com
While the most used method to model the learner’s personality is the self-report using questionnaires, this study presents and validates a newly developed framework for implicitly modeling the learners’ personalities within a game-based learning environment using their gaming …
Personality depends on the medium: Differences in self-perception on Snapchat, Facebook and offline
L Taber, S Whittaker – Proceedings of the 2018 CHI Conference on …, 2018 – dl.acm.org
Page 1. Personality Depends on The Medium: Differences in Self-Perception on Snapchat, Facebook, and Offline ABSTRACT We investigate self-perception in social media through the lens of personality theory. Two mixed-methods …
Predicting individual characteristics from digital traces on social media: A meta-analysis
M Settanni, D Azucar, D Marengo – Cyberpsychology, Behavior, and …, 2018 – liebertpub.com
Page 1. REVIEW Predicting Individual Characteristics from Digital Traces on Social Media: A Meta-Analysis Michele Settanni, PhD, Danny Azucar, MPH, and Davide Marengo, PhD Abstract The increasing utilization of social …
The internet knows you all too well
D Heaven – New Scientist, 2018 – Elsevier
… Cambridge Analytica wasted no time in announcing that its social media ads tailored to individual voters’ personality types were key. Many were scandalised: targeted campaign ads are legit, but automated personality profiling had the whiff of foul play …
Shaping gestures to shape personalities: The relationship between gesture parameters, attributed personality traits and Godspeed scores
B Craenen, A Deshmukh, ME Foster… – 2018 27th IEEE …, 2018 – ieeexplore.ieee.org
… In other words, this work tries to show whether the synthesis of gestures with a humanoid robot makes it possible to perform Automatic Personality Synthesis (APS), the task of conveying personality impressions with machines [6]. The main reason for focusing on gestures is that …
A general personality prediction framework based on facebook profiles
XF Zhong, SZ Guo, L Gao, H Shan, D Xue – Proceedings of the 2018 10th …, 2018 – dl.acm.org
… prediction [12]. The automatic personality prediction based on SNS such as Facebook, which now climbs to 1.59 billion [13], has become an important research area not only for computer science but also for psychology. Before …
Modeling collaborative multimodal behavior in group dialogues: The MULTISIMO corpus
M Koutsombogera, C Vogel – Proceedings of the Eleventh International …, 2018 – aclweb.org
… Manual and automatic annotations form the ground truth on which some components will be trained and tested upon (eg automatic personality perception from speech and video) … Automatic personality perception: Prediction of trait attribution based on prosodic features …
Self-adaptive privacy concern detection for user-generated content
XS Vu, L Jiang – arXiv preprint arXiv:1806.07221, 2018 – arxiv.org
… User Modeling and User-Adapted Interaction (2016) 109–142 28. Vu, XS, Flekova, L., Jiang, L., Gurevych, I.: Lexical-semantic resources: yet powerful resources for automatic personality classification. In: Proceedings of the 9th Global WordNet Conference. (2018) 29 …
Predicting Alcoholism Recovery from Twitter
J Golbeck – … Conference on Social Computing, Behavioral-Cultural …, 2018 – Springer
… A study of language and age in Twitter (2013)Google Scholar. 33. Park, G., Schwartz, HA, Eichstaedt, JC, Kern, ML, Kosinski, M., Stillwell, DJ, Ungar, LH, Seligman, MEP: Automatic personality assessment through social media language. J. Personal. Soc. Psychol …
Revealing psycholinguistic dimensions of communities in social networks
T Maheshwari, AN Reganti, U Kumar… – IEEE Intelligent …, 2018 – ieeexplore.ieee.org
… Here, we discuss various features and methods used for the automatic personality and values identification … 13. DS Appling et al., “Towards automated personality identification using speech acts,” Seventh International AAAI Conference on Weblogs and Social Media, 2013. 14 …
Application of the principal component analysis to detect semantic differences during the content analysis of social networks
IA Rytsarev, DD Kozlov, NS Kravtsova… – CEUR Workshop …, 2018 – ceur-ws.org
… of User Personality in Web Site Choice and Behaviour on Online Social Networks Machine Learning 95 357-380 [11] Park G, Schwartz HA, Eichstaedt JC, Kern ML, Kosinski M, Stillwell DJ, Ungar LH and Seligman MEP 2015 Automatic personality assessment through social …
Computer Vision for Assistive Healthcare
L Marco, GM Farinella – 2018 – books.google.com
… Introduction 10.2. Affective and Social Signal Processing 10.2. 1. Emotion 10.2. 2. Personality 10.2. 3. Engagement 10.3. Two Case Studies 10.3. 1. Automatic Emotion Recognition 10.3. 2. Automatic Personality Prediction 10.4 …
Multimodal analysis of social signals
A Vinciarelli, A Esposito – The handbook of multimodal …, 2018 – books.google.com
… 216, 217 LM Batrinca, N. Mana, B. Lepri, F. Pianesi, and N. Sebe. 2011. Please, tell me about yourself: Automatic personality assessment using short self-presentations. In Proceedings of the 13th International Conference on Multimodal Interfaces, pp. 255–262 …
Analyzing social media data for recruiting purposes
L Böhmová, D Chudán – Acta Informatica Pragensia, 2018 – ceeol.com
Page 1. Acta Informatica Pragensia, 2018, 7(1), 4–21 DOI: 10.18267/j.aip.111 Original Article 4 ACTA INFORMATICA PRAGENSIA Volume 07 | Number 01 | 2018 Analyzing Social Media Data for Recruiting Purposes Lucie Böhmová 1, David Chudán 2 Abstract …
Facing Employers and Customers: What Do Gaze and Expressions Tell About Soft Skills?
S Muralidhar, R Siegfried, JM Odobez… – Proceedings of the 17th …, 2018 – dl.acm.org
… Psychological Bulletin 111, 2 (1992). 3. Ligia Maria Batrinca, Nadia Mana, Bruno Lepri, Fabio Pianesi, and Nicu Sebe. 2011. Please, tell me about yourself: automatic personality assessment using short self-presentations. In Proc. ACM ICMI. 4. Marjorie A Bayes. 1972 …
Automatic Personality Perception from Speech in Mandarin
M Zhu, X Xie, L Zhang, J Wang – 2018 11th International …, 2018 – ieeexplore.ieee.org
Researches on speech-based personality perception have been actively conducted in recent years. However, most of them are focus on French, while research on Chinese corpus has not been reported. This paper investigates automatic perception of speakers’ personality …
Predicting the Performance of Basketball Players Using Automated Personality Mining
D Siemon, R Ahmad, JP Huttner, S Robra-Bissantz – 2018 – aisel.aisnet.org
Abstract The Big Five personality traits, which provide a guide to the comprehensive assessment of individuals, have been found to be a valid predictor of behavior performance in the athletic context. However, traits have commonly been inferred via self-report …
Optimization for Automatic Personality Recognition on Twitter in Bahasa Indonesia
GYNN Adi, MH Tandio, V Ong, D Suhartono – Procedia Computer Science, 2018 – Elsevier
This paper presents optimization techniques for automatic personality recognition (APR) based on Twitter in Bahasa Indonesia, the mother tongue of Indonesians. Foremost, we discuss Twitter and its utilization as a resource for many types of research. Several previous …
Towards Automatic Personality Prediction Using Facebook Like Categories
RB Tareaf, P Berger, P Hennig, C Meinel – arXiv preprint arXiv:1812.04346, 2018 – arxiv.org
We demonstrate that effortlessly accessible digital records of behavior such as Facebook Likes can be obtained and utilized to automatically distinguish a wide range of highly delicate personal traits including: life satisfaction, cultural ethnicity, political views, age …
Investigating Audio, Visual, and Text Fusion Methods for End-to-End Automatic Personality Prediction
O Kampman, EJ Barezi, D Bertero, P Fung – arXiv preprint arXiv …, 2018 – arxiv.org
We propose a tri-modal architecture to predict Big Five personality trait scores from video clips with different channels for audio, text, and video data. For each channel, stacked Convolutional Neural Networks are employed. The channels are fused both on decision …
Physiognomy in New Era: A Survey of Automatic Personality Prediction Based on Facial Image
X Jia, W Tian, Y Fan – International Conference on Internet of Things as a …, 2018 – Springer
At present, personality computing technology facilitates the understanding, prediction, and management of human behavior. With the increasing importance of faces in personal daily assessments, establishing a relationship between facial morphological features and …
Creativity Tests Versus Cognitive Computing: How Automated Personality Mining Tools Can Enhance Team Composition
R Ahmad, D Siemon, S Robra-Bissantz – 2018 – aisel.aisnet.org
Optimal composition of teams is an issue most enterprises face. Research conducted on this topic has identified personality as one of the key factors influencing team performance. The Big Five model, a framework for assessing personality, has standardized five personality …
First impression based personality analysis
J Gorbova – neuro.cs.ut.ee
… Personality automatic analysis was less observed until the recent, even as it could find applications in many different areas, such as security and candidate selection problems. Personality affects first impression which person leaves by communication with other people …
Personality in Speech: Theories of Psychology, Questionnaires, Speech Databases
R Knaj, J Al-kheir – 2018 – ijsrst.com
… Of particular interest is the detection of speakers’ social characteristics such as personality and voice likability [5, 6]. Successful automatic personality traits and likability recognition correlating well with human judgments can enable the systematic prediction of social human …
Automatic Assessment of Personality Traits Using Non-verbal Cues in a Saudi Sample
S Alghowinem, B AlKadhi – International Conference on Cross-Cultural …, 2018 – Springer
… Automatic detection of the Big Five personality traits in the context of group meetings was investigated in [6, 7]. Findings of this work support the idea that social interaction is a good context to conduct automatic personality assessment …
Automatic Assessment of Human Personality Traits: A Step Towards Intelligent Human-Robot Interaction
Z Zafar, SH Paplu, K Berns – 2018 IEEE-RAS 18th International …, 2018 – ieeexplore.ieee.org
… Most of the works place nonverbal behavioral cues in the center of attention as far as automatic personality recognition (APR) is concerned … Most of them either lack in considering all bodily cues or are not applicable in daily life scenarios for automatic personality analysis …
Predicting Personality Traits from Social Media using Text Semantics
M Hassanein, W Hussein, S Rady… – 2018 13th International …, 2018 – ieeexplore.ieee.org
… The results prove that the information content-based measure achieves the best average personality trait prediction with an accuracy of 64%. Keywords Automatic Personality Recognition, Big Five model, Text Analysis, Semantic similarity, Social media …
Predicting Personality Using Deep Learning Techniques
A Iqbal, F Siddiqui – … on Intelligent Data Communication Technologies and …, 2018 – Springer
… In this paper the authors have used a data set consisting of personality excerpts using Leary’s Rose Frameboard. They have designed an automatic personality detection mechanism that outperforms humans in an educational gaming environment …
Intergroup Variability in Personality Recognition
A Sengupta – 2018 – academicworks.cuny.edu
… websites. However, the widespread acceptance of automatic personality recognition through lexical … While other work reports accuracy, we explored error rates of automatic personality recognition task using classification models for different genders and …
Sarcasm And Personality Traits Detection: A Review And Proposed Collaborative Algorithm
A Misra, P Mulay – International Journal of Pure and Applied …, 2018 – acadpubl.eu
… Automatic personality detection though has recently been explored with the emergence of social media … Majumder et al.[13] developed a novel modeling technique based on CNN feature extractor for automatic personality detection over Twitter …
Predicting the learner’s personality from educational data using supervised learning
A Abyaa, MK Idrissi, S Bennani – … of the 12th International Conference on …, 2018 – dl.acm.org
… Recent research in personality modelling for e-learning systems include collaborative personality modelling where the learner answers a personality questionnaire in order to determine his/her personality [9-4]. The other approach is automatic personality modelling, or …
GlobalTrait: Personality Alignment of Multilingual Word Embeddings
FB Siddique, D Bertero, P Fung – arXiv preprint arXiv:1811.00240, 2018 – aaai.org
… Therefore, work on automatic personality as- sessment has become increasingly important recently with the rise in popularity of applications such as Human Re- sources (HR) screening, personalized marketing, and other social media related user-profiling …
Personality Identification Using Auditory Nerve Modelling of Human Speech
K Gokul, S Lalitha – 2018 International Conference on …, 2018 – ieeexplore.ieee.org
… Thinker, Extrovert, Introvert. Gender identification task is also proposed in this work [3]. Various applications are described where automatic personality recognition is proposed using linguistic cues in the work of Francois et.al …
An Interacting Decision Support System to Determine a Group-Member’s Role Using Automatic Behaviour Analysis
B AlKadhi, S Alghowinem – Science and Information Conference, 2018 – Springer
… Moreover, another study targeted the automatic detection of the Big Five personality traits, but in the context of group meetings [14]. Findings of this work support the idea that social interaction is a good context to conduct automatic personality assessment in …
Multimodal Personality Trait Analysis for Explainable Modeling of Job Interview Decisions
H Kaya, AA Salah – Explainable and Interpretable Models in Computer …, 2018 – Springer
… resumes. Computers in Human Behavior 73:9–19CrossRefGoogle Scholar. Barezi EJ, Kampman O, Bertero D, Fung P (2018) Investigating audio, visual, and text fusion methods for end-to-end automatic personality prediction. arXiv …
Computational Analysis of Affect, Personality, and Engagement in Human–Robot Interactions
O Celiktutan, E Sariyanidi, H Gunes – Computer Vision for Assistive …, 2018 – Elsevier
… Automatic Emotion Recognition 10.3.1.1. Action Unit Detection Methodology. 10.3.1.2 Experimental Results. 10.3.2 Automatic Personality Prediction 10.3.2.1. Personality Analysis Methodology. 10.3.2.2 Experimental Results. 10.4 … 10.3.2. Automatic Personality Prediction …
Inferring Personality Traits from User Liked Images via Weakly Supervised Dual Convolutional Network
H Zhu, L Li, H Jiang – Proceedings of the Joint Workshop of the 4th …, 2018 – dl.acm.org
… Hence, building computational models for personality prediction is becoming an urgent task. There are two fundamental problems in personality computing, namely Automatic Personality Recognition (APR) and Automatic Personality Perception (APP) [19] …
Automated CV Analyzing and Ranking Tool to Select Candidates for Job Positions
TC Sandanayake, GAI Limesha… – Proceedings of the 6th …, 2018 – dl.acm.org
… “An Approach to Extract Special Skills to Improve the Performance of Résumé Selection,” In Proceedings of DNIS. [5] Evanthia Faliagka and Athanasios Tsakalidis “An integrated e-recruitment system for automated personality mining and applicant ranking “www.emeraldinsight …
Handwritten Texts for Personality Identification Using Convolutional Neural Networks
JE Valdez-Rodríguez, H Calvo… – … Conference on Pattern …, 2018 – Springer
… research. Download conference paper PDF. 1 Introduction. In this paper we tackle the problem of automatic personality identification based on handwritten texts from students [13]. Handwriting is a kind of behavioral biometrics. A …
Literary intelligence analysis of novel protagonists’ personality traits and development
M Liu, Y Wu, D Jiao, MS Wu… – Digital Scholarship in the …, 2018 – academic.oup.com
Abstract. Digital technology is drawing more and more research attention in many areas of humanities because of its advantages in objectivity and automation. T.
Character Computing: Computer Science meets Psychology
A El Bolock, J Salah, Y Abdelrahman… – Proceedings of the 17th …, 2018 – dl.acm.org
… resulted in various diverse applications [8, 17, 6, 19, 11, 1]. Another field of research, namely Personality Computing [22] aims at providing technologies for dealing with the personality traits of humans from three main perspectives; Automatic Personality Recognition, Automatic …
Special issue on Sensing, Data Analysis and Platforms for Ubiquitous Intelligence
L Chen, G Chen, J Rafferty, H Yu – 2018 – mdpi.com
… This work is aimed at establishing a unique and comprehensive description for an individual to mesh with various personalized services and applications. An extensive research literature on or related to psychological modelling exists, ie, into automatic personality computing …
The Personality Lexicon in Brazilian Portuguese: Studies with Natural Language
AJ de Souza Peres – 2018 – osf.io
Page 1. i University of Brasília (UnB) Institute of Psychology Department of Social and Work Psychology Social, Work and Organizations Psychology Graduate Program (PSTO) THE PERSONALITY LEXICON IN BRAZILIAN PORTUGUESE …
Job recommendation using facebook personality scores
TL Ting, KD Varathan – Malaysian Journal of Computer Science, 2018 – jice.um.edu.my
Page 1. Job Recommendation Using Facebook Personality Scores, pp. 311-331 311 Malaysian Journal of Computer Science. Vol. 31(4), 2018 JOB RECOMMENDATION USING FACEBOOK PERSONALITY SCORES Thiam Li Ting1, Kasturi Dewi Varathan2 …
Defining Character Computing from the Perspective of Computer Science and Psychology
A ElBolock – Proceedings of the 17th International Conference on …, 2018 – dl.acm.org
… concept to Character Computing. It deal with three specific problems discussed in detail in [10]: Au- tomatic Personality Recognition, Automatic Personality Per- ception and automatic Personality Synthesis. Thus, one major difference …
E-Recruitment and Selection Practices in Digital Age
Y Prakash – i-Manager’s Journal on Management, 2018 – search.proquest.com
… 8). Sage Publications. [4]. Faliagka, E., Tsakalidis, A., & Tzimas, G. (2012). An integrated e?recruitment system for automated personality mining and applicant ranking. Internet Research, 22(5), 551-568. https://doi.org/10.1108/ 10662241211271545 …
Sentiment Analysis on User Satisfaction Level of Cellular Data Service Using the K-Nearest Neighbor (K-NN) Algorithm
DW Wibawa, M Nasrun… – … Conference on Control …, 2018 – ieeexplore.ieee.org
… Testing was conducted using 10-fold cross-validation. Their focuses on comparing the algorithm with other algorithm. And the next scenario is respondent testing. This test intended to determine how this automatic personality prediction system …
Annotating a driving experience corpus with behavior and subjectivity
R Iwai, D Kawahara, T Kumada… – Proceedings of the 32nd …, 2018 – aclweb.org
… Seligman. 2015. Automatic personality assessment through social media language. Journal of Personality and Social Psychology, 108(6): 934–952. http://doi.org/10.1037/ pspp0000020 Barbara Plank and Dirk Hovy. 2015. Personality …
Situation-Based Interpretable Learning for Personality Prediction in Social Media
L Zhang, L Zhao, X Zhang, W Kong… – … Conference on Big …, 2018 – ieeexplore.ieee.org
Page 1. Situation-Based Interpretable Learning for Personality Prediction in Social Media Lei Zhang Department of Computer Science Virginia Tech zhanglei@vt.edu Liang Zhao Department of Information Science and Technology George Mason University lzhao9@gmu.edu …
A Psychologically Informed Approach to CLPsych Shared Task 2018
A Simchon, M Gilead – Proceedings of the Fifth Workshop on …, 2018 – aclweb.org
… 2015. Automatic personality assessment through social media language. Journal of personality and social psychology, 108(6):934. James W Pennebaker, Ryan L Boyd, Kayla Jordan, and Kate Blackburn. 2015. The development and psy- chometric properties of liwc2015 …
Handwriting Analysis Through Graphology: A Review
L Durga, R Deepu – 2018 International Conference on …, 2018 – ieeexplore.ieee.org
Page 1. 1 Handwriting Analysis Through Graphology: A Review Lakshmi Durga Department of Computer Science and Engineering Maharaja Institute of Technology Thandavapura Nanjanagudu Taluk, Mysuru – 571302 Karnataka, India lakshmi.cs.mitt@gmail.com …
Research and Development of NC Intelligent Online Teaching System
M Tian – … Symposium on Computer, Consumer and Control …, 2018 – ieeexplore.ieee.org
… The cognitive student model is mainly composed of intelligent student personality reasoning engine and complex and diverse student model base. 2) Personality Reasoning Mechanism: Implementing automatic personality reasoning is one of the keys of ICAI system …
Extraction of Verbal Synsets and Relations for FarsNet
F Khalghani, M Shamsfard – Proceedings of the 9th …, 2018 – pdfs.semanticscholar.org
Page 431. Extraction of Verbal Synsets and Relations for FarsNet Fatemeh Khalghani Faculty of Computer Science and Engineering Shahid Beheshti University Tehran, Iran. f. khalghani@ gmail. com Mehrnoush Shamsfard …
Inference Personality Types And The Implementation Of Strategic Change In The Judiciary Of Kenya
E MASAWA – 2018 – ir-library.ku.ac.ke
Page 1. INFERENCE PERSONALITY TYPES AND THE IMPLEMENTATION OF STRATEGIC CHANGE IN THE JUDICIARY OF KENYA EMILY MASAWA D53/CTY/PT/29736/2014 A RESEARCH PROJECT SUBMITTED TO THE SCHOOL OF BUSINESS IN …
Introduction to the Minitrack on Creativity in Teams
T de Vreede, GJ de Vreede… – … of the 51st …, 2018 – scholarspace.manoa.hawaii.edu
… Hyun Kim. • Creativity Tests versus Cognitive Computing: How Automated Personality Mining Tools Can Enhance Team Composition, by Rangina Ahmad, Dominik Siemon, and Susanne Robra-Bissantz. • Development and …
An open vocabulary approach for detecting authentic questions in classroom discourse
C Cook – . Proceedings of the 11th International Conference on …, 2018 – par.nsf.gov
Page 1. An Open Vocabulary Approach for Estimating Teacher Use of Authentic Questions in Classroom Discourse Connor Cook Institute of Cognitive Science University of Colorado Boulder Boulder, CO 80309 connor.cook@colorado.edu …
Linguistic Signatures of Impulsive Buying Consumer Based on Microblog
Y Han, M Liu, T Zhu – International Conference on Human Centered …, 2018 – Springer
… used. Some recent studies has discussed automatic personality assessment through social media language [3, 4]. The developing techniques combining multiple sources may provide better assessment of behaviors. While …
Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task
SC Guntuku, S Giorgi, L Ungar – Proceedings of the Fifth Workshop on …, 2018 – aclweb.org
Page 1. Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, pages 98–106 New Orleans, Louisiana, June 5, 2018. c 2018 Association for Computational Linguistics …
Modality-based Factorization for Multimodal Fusion
EJ Barezi, P Momeni, P Fung – arXiv preprint arXiv:1811.12624, 2018 – arxiv.org
Page 1. Modality-based Factorization for Multimodal Fusion Elham J. Barezi, Peyman Momeni, Ian wood, Pascale Fung Center for Artificial Intelligence Research (CAiRE) Department of Electronic and Computer Engineering …
Urgent Attention: Damage to Teenagers’ Online Reputation
S Wang – BU Journal of Graduate Studies in Education – brandonu.ca
… doi: 10.1177/0146167216675332 Park, G., Schwartz, HA, Kern, ML, Kosinski, M., Stillwell, DJ, Ungar, LH, & Seligman, M. EP (2015). Automatic personality assessment through social media language. Journal of Personality and Social Psychology, 108 (6), 934-952 …
Predicting Human Trustfulness from Facebook Language
M Zamani, A Buffone, HA Schwartz – arXiv preprint arXiv:1808.05668, 2018 – arxiv.org
Page 1. Predicting Human Trustfulness from Facebook Language Mohammadzaman Zamani Computer Science Department Stony Brook University mzamani@cs.stonybrook.edu Anneke Buffone Department of Psychology University of Pennsylvania buffonea@sas.upenn.edu …
Effect of a Hearer’s Politeness on Multimodal Behaviors in Speech
N Suzuki, H Shoda, R Matsubayashi… – SICE Journal of Control …, 2018 – jstage.jst.go.jp
… 39, No. 2, pp. 333–351, 1980. [17] G. Mohammadi and A. Vinciarelli: Automatic personality per- ception: Prediction of trait attribution based on prosodic fea- tures, IEEE Trans. on Affective Computing, Vol. 3, No. 3, pp. 273–284, 2012 …
Sensing behavioral change over time: Using within-person variability features from mobile sensing to predict personality traits
W Wang, GM Harari, R Wang, SR Müller… – Proceedings of the …, 2018 – dl.acm.org
Page 1. 141 Sensing Behavioral Change over Time: Using Within-Person Variability Features from Mobile Sensing to Predict Personality Traits WEICHEN WANG, Dartmouth College, USA GABRIELLA M. HARARI, Stanford University …
New Technologies in the Recruitment Process
C So?ek-Borowska, M Wilczewska – Economics and Culture, 2018 – content.sciendo.com
… approaches. Thousand Oaks, CA: Sage. Faliagka E., Tsakalidis A. & Giannis T. (2012). An integrated e?recruitment system for automated personality mining and applicant ranking. Internet Research, 22(5), 551-568. Ford, M. (2015) …
The impact of actively open-minded thinking on social media communication
J Carpenter, D Preotiuc-Pietro, J Clark… – … and Decision Making, 2018 – journal.sjdm.org
Page 1. Judgment and Decision Making, Vol. 13, No. 6, November 2018, pp. 562–574 The impact of actively open-minded thinking on social media communication Jordan Carpenter? Daniel Preotiuc-Pietro†‡ Jenna Clark§ Lucie Flekova¶ Laura Smith† …
Detecting Emotions using Smartphone Sensors: Technique to Raise Self-Awareness for Social Media Users
M Ruensuk – Proceedings of the 2018 ACM International Joint …, 2018 – dl.acm.org
… Kern, Michal Kosinski, David J Stillwell, Lyle H Ungar, and Martin EP Seligman. 2015. Automatic personality assessment through social media language. Journal of personality and social psychology 108, 6 (2015), 934. 1816
Learning Personas from Dialogue with Attentive Memory Networks
E Chu, P Vijayaraghavan, D Roy – arXiv preprint arXiv:1810.08717, 2018 – arxiv.org
… Automated personality analysis based on short text analysis could open up a range of po- tential applications, such as dialogue agents that ?The first two authors contributed equally to this work. sense personality in order to generate more inter- esting and varied conversations …
Big data methods: Leveraging modern data analytic techniques to build organizational science
S Tonidandel, EB King… – Organizational Research …, 2018 – journals.sagepub.com
Advances in data science, such as data mining, data visualization, and machine learning, are extremely well-suited to address numerous questions in the organiza…
The language of religious affiliation: social, emotional, and cognitive differences
DB Yaden, JC Eichstaedt, ML Kern… – Social …, 2018 – journals.sagepub.com
Religious affiliation is an important identifying characteristic for many individuals and relates to numerous life outcomes including health, well-being, policy…
Clpsych 2018 shared task: Predicting current and future psychological health from childhood essays
V Lynn, A Goodman, K Niederhoffer, K Loveys… – Proceedings of the Fifth …, 2018 – aclweb.org
Page 1. Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, pages 37–46 New Orleans, Louisiana, June 5, 2018. c 2018 Association for Computational Linguistics …
Inferring Human Traits From Facebook Statuses
A Cutler, B Kulis – International Conference on Social Informatics, 2018 – Springer
This paper explores the use of language models to predict 20 human traits from users’ Facebook status updates. The data was collected by the myPersonality project, and includes user statuses along…
The Winner Takes IT All: Swedish Digital Divides in Global Internet Usage
JM Roos – International Conference on Digital Transformation and …, 2018 – Springer
In the present study, we examined the influence of personality factors and demographic factors on Internet usage. Personality was defined from the Five Factor Model of personality in terms of…
The Effect of Pets on Happiness: A Large-scale Multi-Factor Analysis using Social Multimedia
X Peng, LK Chi, J Luo – ACM Transactions on Intelligent Systems and …, 2018 – dl.acm.org
… [13] successfully connected the personality with career progression. In the same vein, we can also form an effective and automatic personality analysis tool for studying the effects of personality on happiness at a large scale …
Latent human traits in the language of social media: An open-vocabulary approach
V Kulkarni, ML Kern, D Stillwell, M Kosinski, S Matz… – PloS one, 2018 – journals.plos.org
Over the past century, personality theory and research has successfully identified core sets of characteristics that consistently describe and explain fundamental differences in the way people think, feel and behave. Such characteristics were derived through theory, dictionary analyses …
From User Models to the Cyber-I Model: Approaches, Progresses and Issues
A Guo, J Ma, I Kevin, K Wang – 2018 IEEE 16th Intl Conf on …, 2018 – ieeexplore.ieee.org
Page 1. From User Models to the Cyber-I Model: Approaches, Progresses and Issues Ao Guo Graduate School of Computer and Information Sciences Hosei University Tokyo 184-8584, Japan guo.ao.33@stu.hosei.ac.jp Jianhua …
Acquiring background knowledge to improve moral value prediction
Y Lin, J Hoover, G Portillo-Wightman… – 2018 IEEE/ACM …, 2018 – ieeexplore.ieee.org
Page 1. 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) Acquiring Background Knowledge to Improve Moral Value Prediction Ying Lin Computer Science Department …
A longitudinal database of Irish political speech with annotations of speaker ability
A Cullen, N Harte – Language Resources and Evaluation, 2018 – Springer
This paper presents the Irish Political Speech Database, an English-language database collected from Irish political recordings. The database is collected with automated indexing and content…
The MatchNMingle dataset: a novel multi-sensor resource for the analysis of social interactions and group dynamics in-the-wild during free-standing conversations …
L Cabrera-Quiros, A Demetriou, E Gedik… – IEEE Transactions …, 2018 – ieeexplore.ieee.org
Page 1. 1949-3045 (c) 2018 IEEE. Personal use is permitted, but republication/ redistribution requires IEEE permission. See http://www.ieee.org/ publications_standards/publications/rights/index.html for more information. This …
Recommendation of Job Offers Using Random Forests and Support Vector Machines
J Martinez-Gil, B Freudenthaler… – EDBT/ICDT …, 2018 – jorgemar.com
… Artif. Intell. Rev. 42(3): 515-528 (2014). [8] Evanthia Faliagka, Athanasios K. Tsakalidis, Giannis Tzimas: An Integrated E- Recruitment System for Automated Personality Mining and Applicant Ranking. Internet Research 22(5): 551-568 (2012) …
Predicting Temperament using Keirsey’s Model for Portuguese Twitter Data.
CF Claro, ACES Lima, LN de Castro – ICAART (2), 2018 – scitepress.org
Page 1. Predicting Temperament using Keirsey’s Model for Portuguese Twitter Data Cristina Fátima Claro, Ana Carolina ES Lima and Leandro N. de Castro Institute of Problem Solving, Presbiteriana Mackenzie University, Rua da Consolação-930, São Paulo, Brazil …
How do you perceive this author? Understanding and modeling authors’ communication quality in social media
K Han – PloS one, 2018 – journals.plos.org
In this study, we leverage human evaluations, content analysis, and computational modeling to generate a comprehensive analysis of readers’ evaluations of authors’ communication quality in social media with respect to four factors: author credibility, interpersonal attraction …
1 Applying big data analytics to psychometric micro-targeting
T Blesik, M Murawski, M Vurucu… – Machine Learning for Big …, 2018 – books.google.com
Page 11. Till Blesik, Matthias Murawski, Murat Vurucu, and Markus Bick 1 Applying big data analytics to psychometric micro-targeting Abstract: In this chapter we link two recent phenomena. First, innovations in technol- ogy have …
I don’t need your attention: ostracism can narrow the cone of gaze
AH Syrjämäki, P Lyyra, JK Hietanen – Psychological research, 2018 – Springer
Page 1. Vol.:(0123456789) 1 3 Psychological Research https://doi.org/10.1007/s00426- 018-0993-8 ORIGINAL ARTICLE I don’t need your attention: ostracism can narrow the cone of gaze Aleksi H. Syrjämäki1 · Pessi Lyyra1 · Jari K. Hietanen1 …
Estimating Children’s Characteristics by Observing their Classroom Activities
M Shiomi, T Komatsubara, T Kaczmarek… – 2018 Asia-Pacific …, 2018 – ieeexplore.ieee.org
… 325-328, 2013. [19] G. Mohammadi, and A. Vinciarelli, “Automatic personality perception: Prediction of trait attribution based on prosodic features,” Affective Computing, IEEE Transactions on, vol. 3, no. 3, pp. 273-284, 2012 …
E-Selection
DN Dickter, V Jockin – The Brave New World of eHRM 2.0, 2018 – books.google.com
Page 54. CHAPTER 3 E-SELECTION The History and Future of Technology in Employment Selection David N. Dickter and Victor Jockin ABSTRACT In this article we offer an update for students, researchers and practitioners …
Data mining for health: staking out the ethical territory of digital phenotyping
N Martinez-Martin, TR Insel, P Dagum, HT Greely… – NPJ digital …, 2018 – nature.com
Perspective.
Genre-typical narrative arcs in films are less appealing to lay audiences and professional film critics
T Nalabandian, ME Ireland – Behavior research methods, 2018 – Springer
Page 1. Genre-typical narrative arcs in films are less appealing to lay audiences and professional film critics Taleen Nalabandian1 & Molly E. Ireland1 © Psychonomic Society, Inc. 2018 Abstract People tend to like stimuli—ranging …
An Exploratory Study of the Application of Big Data in Organizations in Ghana
EO Yeboah-Boateng, SNJ Fhea – ijisrt.com
Page 1. Volume 3, Issue 1, January– 2018 International Journal of Innovative Science and Research Technology ISSN No:-2456 –2165 IJISRT18JA03 www.ijisrt.com 9 An Exploratory Study of the Application of Big Data in Organizations in Ghana …
Social inclusion, but not exclusion, delays attentional disengagement from direct gaze
AH Syrjämäki, JK Hietanen – Psychological research, 2018 – Springer
Page 1. Vol.:(0123456789) 1 3 Psychological Research https://doi.org/10.1007/s00426-018- 1108-2 ORIGINAL ARTICLE Social inclusion, but not exclusion, delays attentional disengagement from direct gaze Aleksi H. Syrjämäki1 · Jari K. Hietanen1 …
Detecting Deceptive Impression Management Behaviors in Interviews Using Natural Language Processing
EML Auer – 2018 – digitalcommons.odu.edu
Page 1. Old Dominion University ODU Digital Commons Psychology Theses & Dissertations Psychology Summer 2018 Detecting Deceptive Impression Management Behaviors in Interviews Using Natural Language Processing …
Listening to a patient: An exploratory experimental investigation into the effects of vocalization and therapist gender on interpreting clinical material
B Dauphin, S Halverson, S Pouliot… – Bulletin of the Menninger …, 2018 – Guilford Press
Page 1. Vol. 82, No. 1 (Winter 2018) 19 Barry Dauphin and Linda Slowik are at the University of Detroit Mercy, Detroit, Michigan. Stacey Halverson is at the Texas Scottish Rite Hospital, Dallas, Texas. Sarah Pouliot is in private practice in Birmingham, Michigan …
Innovations in unobtrusive methods
AP Knight – Unconventional Methodology in Organization and …, 2018 – books.google.com
Page 85. Innovations in unobtrusive methods Andrew P. Knight Introduction Twenty years ago, engineer and computer scientist Rosalind Picard (1997, p. 228) imagined a future in which ‘a financial analyst might combine his …
Extroverts tweet differently from introverts in Weibo
Z Zhou, K Xu, J Zhao – EPJ Data Science, 2018 – Springer
As dominant factors driving human actions, personalities can be excellent indicators to predict the offline and online behavior of individuals. However, because of the great expense and inevitable…
The Application of Keirsey’s Temperament Model to Twitter Data in Portuguese
CF Claro, ACES Lima, LN de Castro – International Conference on Agents …, 2018 – Springer
… References. 1. Nor Rahayu, N., Zainol, Z., Yoong, TLC: A comparative study of different classifiers for automatic personality prediction. In: 2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE), pp. 435–440 …
Theoretical Perspectives on Narcissism and Social Media: The Big (and Beautiful) Picture
WK Campbell, J McCain – Handbook of Trait Narcissism, 2018 – Springer
Narcissism and social media use are intertwined and possibly causally related phenomena. Empirical research on narcissism and social media has been ongoing for a decade. The main purpose of this…
Linguistic Markers of Narcissism: An Exploratory LIWC Analysis of 15 Samples
NS Holtzman, AM Tackman, A Kuefner, F große Deters… – 2018 – psyarxiv.com
Page 1. RUNNING HEAD: LIWC AND NARCISSISM 1 Linguistic Markers of Narcissism: An Exploratory LIWC Analysis of 15 Samples Nicholas S. Holtzman1, Allison M. Tackman2, Angela L. Carey2, Melanie S. Brucks3, Albrecht …
A Tale of Two Interactions: Inferring Performance in Hospitality Encounters from Cross-Situation Social Sensing
S Muralidhar, MS Mast, D Gatica-Perez – Proceedings of the ACM on …, 2018 – dl.acm.org
Page 1. 129 A Tale of Two Interactions: Inferring Performance in Hospitality Encounters from Cross-Situation Social Sensing SKANDA MURALIDHAR?, Idiap Research Institute, Switzerland and EPFL, Switzerland MARIANNE …
Using social media to explore the consequences of domestic violence on mental health
M Liu, J Xue, N Zhao, X Wang… – Journal of …, 2018 – journals.sagepub.com
A great deal of research has focused on the negative consequences of domestic violence (DV) on mental health. However, current studies cannot provide direct and…
Analysis and shortcomings of e-recruitment systems: Towards a semantics-based approach addressing knowledge incompleteness and limited domain coverage
M Maree, AB Kmail, M Belkhatir – Journal of Information …, 2018 – journals.sagepub.com
The rapid development of the Internet has led to introducing new methods for e-recruitment and human resources management. These methods aim to systematically a…
Moral framing and charitable donation: Integrating exploratory social media analyses and confirmatory experimentation
J Hoover, K Johnson, R Boghrati, J Graham… – Collabra …, 2018 – collabra.org
Assessment of risk in written communication: Introducing the Profile Risk Assessment Tool (PRAT)
A Shrestha, L Kaati, N Akrami, K Cohen, M Berggren… – 2018 – diva-portal.org
Page 1. The Hague, 07/09/2018 Assessment of Risk in Written Communication Introducing the Profile Risk Assessment Tool (PRAT) This paper was presented at the 2nd European Counter-Terrorism Centre (ECTC) Advisory …
Sustainable Careers and IoPTS: May the Internet of People, Things and Services Be Too Much of a Good Thing for Career and Human Resource Management?
VM Godshalk – The Internet of People, Things and Services, 2018 – taylorfrancis.com
… Finally, the IoSs allow for automated personality tests, either online or over the phone, which weed out 30 percent of candidates. Studies suggest that these tests may not be accurate, particularly for people with disabilities and mental illnesses …
A linguistic multi-criteria decision-aiding system to support university career services
J Nguyen, G Sánchez-Hernández, A Armisen… – Applied Soft …, 2018 – Elsevier
Skip to main content Skip to article …
An Online Risk Index for the Cross-Sectional Prediction of New HIV Chlamydia, and Gonorrhea Diagnoses Across US Counties and Across Years
MS Chan, S Lohmann, A Morales, C Zhai, L Ungar… – AIDS and behavior, 2018 – Springer
The present study evaluated the potential use of Twitter data for providing risk indices of STIs. We developed online risk indices (ORIs) based on tweets to predict new HIV, gonorrhea, and chlamydia…
Fine-grained Temporal Orientation and its Relationship with Psycho-demographic Correlates
S Kamila, M Hasanuzzaman, A Ekbal… – Proceedings of the …, 2018 – aclweb.org
Page 1. Proceedings of NAACL-HLT 2018, pages 663–674 New Orleans, Louisiana, June 1 – 6, 2018. c 2018 Association for Computational Linguistics Fine-grained Temporal Orientation and its Relationship with Psycho-demographic Correlates …
Salary Prediction in the IT Job Market with Few High-Dimensional Samples: A Spanish Case Study
I Martín, A Mariello, R Battiti… – International Journal of …, 2018 – atlantis-press.com
The explosion of the Internet has deeply affected the labour market. Identifying most rewarded and demanded items in job offers is key for recruiters and candidates. This work analyses 4000 job offers from a Spanish IT recruitment portal. We conclude that(1) experience is more rewarded …
To Critically Evaluate How Digitisation/Automation Has Changed the Role of HR Department From Recruitment and Selection Perspective: The Case of Adecco in …
F Nooruddin – 2018 – repository.cardiffmet.ac.uk
Page 1. TO CRITICALLY EVALUATE HOW DIGITISATION/AUTOMATION HAS CHANGED THE ROLE OF HR DEPARTMENT FROM RECRUITMENT AND SELECTION PERSPECTIVE: THE CASE OF ADECCO IN MIDDLE EAST MARKET …
Literature Survey and Datasets
S Poria, A Hussain, E Cambria – Multimodal Sentiment Analysis, 2018 – Springer
In this chapter we present the literature on unimodal and multimodal approaches to sentiment analysis and emotion recognition. As discussed in the Sect. 2.1, both of these topics can be brought…
National character stereotypes mirror language use: A study of Canadian and American tweets
B Snefjella, D Schmidtke, V Kuperman – PloS one, 2018 – journals.plos.org
National character stereotypes, or beliefs about the personality characteristics of the members of a nation, present a paradox. Such stereotypes have been argued to not be grounded in the actual personality traits of members of nations, yet they are also prolific and reliable. Stereotypes …
Big Data, artificial intelligence and the geography of entrepreneurship in the United States
A Rodríguez-Pose, M Obschonka, N Lee, J Eichstaedt… – 2018 – papers.ssrn.com
Page 1. DISCUSSION PAPER SERIES DP12949 BIG DATA, ARTIFICIAL INTELLIGENCE AND THE GEOGRAPHY OF ENTREPRENEURSHIP IN THE UNITED STATES Andrés Rodríguez-Pose, Martin Obschonka, Neil Lee, Johannes Eichstaedt and Tobias Ebert …
The future of technology in positive psychology: methodological advances in the science of well-being
DB Yaden, JC Eichstaedt, JD Medaglia – Frontiers in psychology, 2018 – frontiersin.org
Advances in biotechnology and information technology are poised to transform well-being research. This article reviews the technologies that we predict will have the most impact on both measurement and intervention in the field of positive psychology over the next decade. These …
Modern prediction methods: New perspectives on a common problem
DJ Putka, AS Beatty… – Organizational Research …, 2018 – journals.sagepub.com
Predicting outcomes is critical in many domains of organizational research and practice. Over the past few decades, there have been substantial advances in pred…
Word Counts in Response to Cognitively Demanding Essay Prompts as Reflections of General Cognitive Ability and Broad Cognitive Abilities
MB Armstrong – 2018 – digitalcommons.odu.edu
Page 1. Old Dominion University ODU Digital Commons Psychology Theses & Dissertations Psychology Summer 2018 Word Counts in Response to Cognitively Demanding Essay Prompts as Reflections of General Cognitive Ability and Broad Cognitive Abilities …
The Socio-Moral Image Database (SMID): A novel stimulus set for the study of social, moral and affective processes
DL Crone, S Bode, C Murawski, SM Laham – PloS one, 2018 – journals.plos.org
A major obstacle for the design of rigorous, reproducible studies in moral psychology is the lack of suitable stimulus sets. Here, we present the Socio-Moral Image Database (SMID), the largest standardized moral stimulus set assembled to date, containing 2941 freely available photographic …
Description, Development, and Mechanisms
LD Smillie, ML Kern, M Uljarevic – Handbook of Personality …, 2018 – books.google.com
Page 136. CHAPTER 7 Extraversion Description, Development, and Mechanisms Luke D. Smillie Margaret L. Kern Mirko Uljarevic One morning, Erika has arranged to meet her new colleague, Tom, to walk with him to a team meeting …
Intellectual, narcissistic, or Machiavellian? How Twitter users differ from Facebook-only users, why they use Twitter, and what they tweet about.
TC Marshall, N Ferenczi, K Lefringhausen… – … of Popular Media …, 2018 – psycnet.apa.org
Page 1. Psychology of Popular Media Culture Intellectual, Narcissistic, or Machiavellian? How Twitter Users Differ From Facebook-Only Users, Why They Use Twitter, and What They Tweet About Tara C. Marshall, Nelli Ferenczi …
The’gravitational sink’for big data exploration
VS Sánchez, P Schneider-Kamp… – ISPIM Innovation …, 2018 – search.proquest.com
… https://doi.org/Article Park, G., Schwartz, H., & Eichstaedt, J. (2015). Automatic Personality Assessment Through Social Media Language. Journal of Personality and Social Psychology, 108(6), 934–952. https://doi.org/10.1037/pspp0000020 Page 13 …
How specific abilities might throw ‘g’a curve: An idea on how to capitalize on the predictive validity of specific cognitive abilities
M Ziegler, A Peikert – Journal of Intelligence, 2018 – mdpi.com
School grades are still used by universities and employers for selection purposes. Thus, identifying determinants of school grades is important. Broadly, two predictor categories can be differentiated from an individual difference perspective: cognitive abilities and personality traits …
Language Structure in Kelantan’s Flood Situation from the Perspective of Speech Act
A Mohamad, ZAZ Hamzah – Malaysian Journal of Social …, 2018 – msocialsciences.com
… Schiffrin. D. (1994). Approaches to Discourse. Oxford: Blackwell. Scott,AD, Erica, JB, & Rudolph, LM (2013). Towards automated personality identification. http://clic.cimec.unitn.it/fabio/wcpr13/ appling_wcpr13.pdf. (diakses pada 5 Januari 2015). Searle. JR(1962) …
An examination of the relationship between Facebook groups attached to university courses and student engagement
N Sheeran, DJ Cummings – Higher Education, 2018 – Springer
… Second, the study was included in a university-wide monthly e-mail sent to all students asking for volunteers for research projects. All participants had the opportunity to gain an automated personality profile and enter the draw for a $100 gift voucher in return for participation …
Evaluating Machine Learning Varieties for NBA Players’ Winning Contribution
PH Hsu, S Galsanbadam, JS Yang… – … Conference on System …, 2018 – ieeexplore.ieee.org
… 145– 152, Stanford, USA, 1987. [18] B. Aydin, AA Kindiroglu, O. Aran and L. Akarun. “Automatic Personality Prediction from Audiovisual Data using Random Forest Regression,” in Proceedings of 23rd International Conference on Pattern Recognition, Cancún, México, 2016 …
Employer branding and CSR communication in online recruitment advertising
P Puncheva-Michelotti, S Hudson, G Jin – Business Horizons, 2018 – Elsevier
… Science Journal of Business Management, 2012 (2012), pp. 1-21. Google Scholar. Faliagka et al., 2012 E. Faliagka, A. Tsakalidis, G. TzimasAn integrated e-recruitment system for automated personality mining and applicant ranking. Internet Research, 22 (5) (2012), pp …
Semantic measures: Using natural language processing to measure, differentiate, and describe psychological constructs.
ONE Kjell, K Kjell, D Garcia, S Sikström – Psychological methods, 2018 – psycnet.apa.org
Page 1. Psychological Methods Semantic Measures: Using Natural Language Processing to Measure, Differentiate, and Describe Psychological Constructs Oscar NE Kjell, Katarina Kjell, Danilo Garcia, and Sverker Sikström Online First Publication, July 2, 2018 …
Dispositional attachment moderates the effect of observing ostracism on observers’ views of human nature and endorsement of aggressive norms
C Petsnik – 2018 – mspace.lib.umanitoba.ca
Page 1. Running head: ATTACHMENT AND OBSERVING OSTRACISM i Dispositional Attachment Moderates the Effect of Observing Ostracism on Observers’ Views of Human Nature and Endorsement of Aggressive Norms by Corey Petsnik …
Functions of urban and youth language in the new media: The case of Sheng in Kenya
FK Erastus, H Kebeya – African Youth Languages, 2018 – Springer
Urban and youth languages are fast developing in modern urban centres among the youth and amid globalization. A number of researchers have investigated some of these varieties, such as Town Bemba in…
Assessing and ranking HALMAS parks in Malaysia: An application of importance-performance analysis and AHP
R Islam, FE Madkouri – Journal of Islamic Marketing, 2018 – emeraldinsight.com
Page 1. Assessing and ranking HALMAS parks in Malaysia An application of importance-performance analysis and AHP Rafikul Islam Department of Business Administration, International Islamic University Malaysia, Kuala …
Natural Language Processing and Attentional-Based Fusion Strategies for Multimodal Sentiment Analysis
J Chen – 2018 – imperial.ac.uk
Page 1. IMPERIAL COLLEGE LONDON DEPARTMENT OF COMPUTING Natural Language Processing and Attentional-Based Fusion Strategies for Multimodal Sentiment Analysis Author: Jiaxin Chen Supervisor: Prof. Bjoern W. Schuller …
Analysis and Prediction of Endorsement-Based Skill Assessment in LinkedIn
Y Wu, N Dhakal, D Xu, JH Cho – 2018 IEEE 42nd Annual …, 2018 – ieeexplore.ieee.org
Page 1. Analysis and Prediction of Endorsement-based Skill Assessment in LinkedIn Yan Wu, Nitish Dhakal, Dianxiang Xu Department of Computer Science Boise State University Boise, ID 83725, USA {yanwu, nitishdhakal, dianxiangxu}@boisestate.edu …
Inclusion in a recruitment process
E Lindgren, L Österlind – 2018 – muep.mau.se
Page 1. Emma Lindgren Louise Österlind Master Programme Leadership for Sustainability Master in Leadership and Organisation Supervisor: Sandra Jönsson Spring 2018 Page 2. MALMÖ UNIVERSITY FACULTY OF CULTURE …
Management consultancy firms’ approach to IEM students’ social media exposure
E MALMGÅRD, A WEST – publications.lib.chalmers.se
Page 1. Management consultancy firms’ approach to IEM students’ social media exposure A study investigating Industrial Engineering and Management students’ social media exposure and how it may affect their hireability at management consultancy firms in Sweden …
Admixed portrait: Design to understand facebook portrayals in new parenthood
AC Durrant, DS Kirk, D Trujillo-Pisanty… – Proceedings of the 2018 …, 2018 – dl.acm.org
Page 1. Admixed Portrait: Design to Understand Facebook Portrayals in New Parenthood Abigail C. Durrant1, David S. Kirk1, Diego Trujillo-Pisanty2, Sarah Martindale3 1Northumbria University Newcastle Upon Tyne, UK {abigail.durrant; david.kirk} @northumbria.ac.uk …
Dialogue Act Recognition for Open-Domain Based on Word-Level Sequence Annotation with CRF
S Xue, F Ren – 2018 IEEE 9th International Conference on …, 2018 – ieeexplore.ieee.org
Page 1. Dialogue Act Recognition for Open-Domain Based on Word-level Sequence Annotation with CRF Siyuan Xue Department ofinformation science &intelligent system Tokushima University Tokushima , Japan c501747003@tokllshima-u.ac.jp …