Automatic Summarization 2015

Automatic Summarization / Summarization System / Summarizer



See also:

Automatic Summarization 2012 | Automatic Summarization 2013 | Automatic Summarization 2014 | Summarization

Automatic summarization assessment through a combination of semantic and syntactic information for intelligent educational systems A Abdi, N Idris, RM Alguliev, RM Aliguliyev – Information Processing & …, 2015 – Elsevier Abstract Summary writing is a process for creating a short version of a source text. It can be used as a measure of understanding. As grading students’ summaries is a very time- consuming task, computer-assisted assessment can help teachers perform the grading … Cited by 5 Related articles All 7 versions

Automatic texts summarization: current state of the art N Alami, M Meknassi… – Journal of Asian Scientific …, 2015 – Abstract To facilitate the task of reading and searching information, it became necessary to find a way to reduce the size of documents without affecting the content. The solution is in Automatic text summarization system, it allows, from an input text to produce another … Cited by 4 Related articles All 8 versions

S-looper: automatic summarization for multipath string loops X Xie, Y Liu, W Le, X Li, H Chen – Proceedings of the 2015 International …, 2015 – Abstract Loops are important yet most challenging program constructs to analyze for various program analysis tasks. Existing loop analysis techniques mainly handle well loops that contain only integer variables with a single path in the loop body. The key challenge in … Cited by 2 Related articles All 4 versions

Automated methods for the summarization of electronic health records R Pivovarov, N Elhadad – Journal of the American Medical …, 2015 – Objectives This review examines work on automated summarization of electronic health record (EHR) data and in particular, individual patient record summarization. We organize the published research and highlight methodological challenges in the area of EHR … Cited by 11 Related articles All 4 versions

Discourse analysis of arabic documents and application to automatic summarization I Keskes – 2015 – Dans un discours, les textes et les conversations ne sont pas seulement une juxtaposition de mots et de phrases. Ils sont plutôt organisés en une structure dans laquelle des unités de discours sont liées les unes aux autres de manière à assurer à la fois la cohérence et la … Cited by 2 Related articles All 2 versions

Literature Review on Automatic Text Summarization: Single and Multiple Summarizations N Bhatia, A Jaiswal – International Journal of Computer …, 2015 – Abstract The online information available on world wide web is in enormous amount. Search engines like Google, Yahoo were developed to retrieve information from the databases. But actual results were not obtained as the electronic information is increasing day by day. … Cited by 1 Related articles All 5 versions

Comparing semantic models for evaluating automatic document summarization M Campr, K Ježek – International Conference on Text, Speech, and …, 2015 – Springer Abstract The main focus of this paper is the examination of semantic modelling in the context of automatic document summarization and its evaluation. The main area of our research is extractive summarization, more specifically, contrastive opinion summarization. And as it … Cited by 3 Related articles All 5 versions

The automatic summarization of text documents in the Cognitive Integrated Management Information System M Hernes, M Maleszka, NT Nguyen… – Computer Science …, 2015 – Abstract—This paper presents issues related to a process of the automatic summarization of the text documents connected with economic knowledge performed by the cognitive agents in an integrated management information system. In contemporary companies, the … Cited by 3 Related articles All 3 versions

Automatic summarization of risk factors preceding disease progression an insight-driven healthcare service case study on using medical records of diabetic patients PYS Hsueh, XX Zhu, MJH Hsiao, SYF Lee, V Deng… – World Wide Web, 2015 – Springer Abstract In this study we consider the problem of how to derive insight from medical records to define and improve healthcare services. As noted in many guidelines, risk factors are important to determining the care plan of chronic disease patients, eg, pre-diabetic or … Cited by 1 Related articles All 3 versions

Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGE Y Graham – Proceedings of the 2015 conference on empirical …, 2015 – Abstract We provide an analysis of current evaluation methodologies applied to summarization metrics and identify the following areas of concern:(1) movement away from evaluation by correlation with human assessment;(2) omission of important components of … Cited by 5 Related articles All 11 versions

Automatic summarization of soccer highlights using audio-visual descriptors A Raventos, R Quijada, L Torres… – …, 2015 – Abstract Automatic summarization generation of sports video content has been object of great interest for many years. Although semantic descriptions techniques have been proposed, many of the approaches still rely on low-level video descriptors that render … Cited by 1 Related articles All 13 versions

Domain independent framework for automatic text summarization YK Meena, D Gopalani – Procedia Computer Science, 2015 – Elsevier Abstract Due to the exponential growth of documents on internet, users want all the relevant data at one place without any hassle. This led to the growth of Automatic Text Summarization. For this purpose a number of methods have been proposed by … Cited by 2 Related articles All 2 versions

Evolutionary algorithms for extractive automatic text summarization YK Meena, D Gopalani – Procedia Computer Science, 2015 – Elsevier Abstract Due to the exponential growth of documents on internet, users want all the relevant data at one place without any hassle. This led to the growth of Automatic Text Summarization. For extractive text summarization in which representative sentences from … Cited by 2 Related articles All 2 versions

Automatic text summarization A Patil, K Pharande, D Nale… – International Journal of …, 2015 – Abstract This paper investigates on sentence extraction based single Document summarization. It saves time in our daily work once we get summarized data. Today there are so many Documents, articles, papers and reports available in digital form, but most of … Cited by 2 Related articles All 4 versions

System combination for multi-document summarization K Hong, M Marcus, A Nenkova – Proceedings of the 2015 …, 2015 – Abstract We present a novel framework of system combination for multi-document summarization. For each input set (input), we generate candidate summaries by combining whole sentences from the summaries generated by different systems. We show that the … Cited by 6 Related articles All 10 versions

What do you wish to see? A summarization system for movies based on user preferences R Kannan, G Ghinea, S Swaminathan – Information Processing & …, 2015 – Elsevier Abstract Video summarization aims at producing a compact version of a full-length video while preserving the significant content of the original video. Movie summarization condenses a full-length movie into a summary that still retains the most significant and … Cited by 2 Related articles All 5 versions

Automatic text summarization of wikipedia articles D Hingu, D Shah, SS Udmale – Communication, Information & …, 2015 – Abstract—The main objective of a text summarization system is to identify the most important information from the given text and present it to the end users. In this paper, Wikipedia articles are given as input to system and extractive text summarization is presented by … Cited by 2 Related articles

Automatic text document summarization based on machine learning G Silva, R Ferreira, RD Lins, L Cabral… – Proceedings of the …, 2015 – Abstract The need for automatic generation of summaries gained importance with the unprecedented volume of information available in the Internet. Automatic systems based on extractive summarization techniques select the most significant sentences of one or more … Cited by 2 Related articles

Feature Priority Based Sentence Filtering Method for Extractive Automatic Text Summarization YK Meena, D Gopalani – Procedia Computer Science, 2015 – Elsevier Abstract Due to increasing amount of text data available on internet it becomes difficult for users to get the desired information quickly. In order to reduce this access time a summary could be utilized generated using Automatic Text Summarization. In general it could be … Cited by 1 Related articles All 2 versions

Automatic broadcast news summarization via rank classifiers and crowdsourced annotation S Parthasarathy, T Hasan – 2015 IEEE International …, 2015 – ABSTRACT Extractive speech summarization methods generally operate as a binary classifier deciding if a sentence belongs to the summary or not. However, it is well known that even hu man annotators do not agree on selecting most summary sen tences. In this … Cited by 1 Related articles

A multi-level system for sequential update summarization C Zhang, Z Ma, J Zhang, W Xu… – … Networking for Quality, …, 2015 – Abstract—When an emergency occurs, such as the outbreak of natural disaster, the news about the incident showed a trend of blowout. Mostly, these news are reproduced by people and spread out with duplicate, unimportant or wrong information. Hence, it is necessary … Cited by 1 Related articles

A summarizer system based on a semantic analysis of web documents A Florence, V Padmadas – Technologies for Sustainable …, 2015 – Abstract—The availability of web and search engines has made the search easier nowadays. Information overload is one of the major problems which require algorithms and tools for faster access. Electronic documents are one of the major sources of information … Cited by 1 Related articles

The Role of Semantics in Automatic Summarization: A Feasibility Study T Baumel, M Elhadad – Abstract State-of-the-art methods in automatic summarization rely almost exclusively on extracting salient sentences from input texts. Such extractive methods succeed in producing summaries which capture salient information but fail to produce fluent and coherent … Related articles All 2 versions

Automatic Summarization on Aggregated Search Results RA Chakrapani, R Balabantaray… – International Journal of …, 2015 – Abstract Aggregated search is the task of integrating results from potentially multiple specialized search services, or verticals (images, videos, news, weather-forecasts, etc), into the web search results. However these results are mainly in the form of hyperlinks. As a … Related articles All 4 versions

Analysis On Extractive Automatic Text Summarization Using Machine Learning N Preethi – Abstract: Automatic summarization is the process of reducing a text document with a computer program in order to create a summary that retains the most important points of the original document. With the increasing popularity of Internet and the variety of information … Related articles

Automatic Text Summarization With Statistical, Linguistic and Cohesion Features NR Patil, GK Patnaik – Abstract—In recent days, the large amount of information getting increased on internet; it is difficult for the user to go through all the information available on web. Automatic summarization system is used to reduce the user’s time in reading the whole information … Related articles

Variations of TextRank for Automated Summarization F Barrios, F López, L Argerich, R Wachenchauzer – Abstract. This article describes our proposal for new variants of the TextRank algorithm for automated summarization of texts. We describe the generalities of the TextRank algorithm on its original version and the different variations of the algorithm that we created. Some of … Related articles

Automatic Summarization Of Call-Center Conversations E Stepanov, B Favre, F Alam, S Chowdhury, K Singla… – ABSTRACT This paper presents the SENSEI approach to automatic summarization which represents spoken conversation in terms of factual descriptors and abstractive synopses that are useful for quality assurance supervision in call centers. We demonstrate a browser- … Related articles All 2 versions

On Definition of Automatic Text Summarization PMS Conrad – The Second International Conference on Digital …, 2015 – ABSTRACT Research in the continuously growing field of automatic text summarization is branched into extractive and abstractive approaches. Over the past few decades, major advances have occurred in extractive summarization and a smooth transition from … Related articles

Multi-features based classification for automatic summarization HY Li, RF Liu, WR Xu, RS Shi – Multimedia, Communication and …, 2015 – ABSTRACT: That the summary of an article can be automatically generated is an important text processing technique. The technique can automatically extract the most useful information of the text and present that information, which makes it easy to navigate and … Related articles

A Survey to Automatic Summarization Techniques P Bhatia – Abstract-This paper presents a review for automatic text summarization techniques. Text Summarization is extraction of required information from the huge documents by ignoring the irrelevant details with the help of distinct approaches and provides the summary in … Related articles

Coreference-based Content Selection for Automatic Summarization of Polish News M Kope? – SELECTED PROBLEMS IN INFORMATION …, 2015 – Abstract. This article addresses the problem of automatic summarization of press articles in Polish. Main novelty of this research lays in the proposal of a summarization algorithm relying mainly on coreference information. Such system was never implemented for Polish … Related articles

A new Uighur automatic summarization method X Yan – Innovative Mobile and Internet Services in Ubiquitous …, 2015 – Abstract—Research on automatic summarization becomes a hot spot in natural language processing. With the rapid development of the Internet, a lot of Uighur website and communications platform has also been established and improved. Uighur network text … Related articles All 2 versions

Automatic summarization of Polish news articles by sentence selection K Jassem, ? Pawluczuk – Computer Science and Information …, 2015 – Abstract—This paper describes the automatic summarization system developed for the Polish language. The system implements sentence-based extractive summarization technique, which consists in determining most important sentences in document due to … Related articles All 7 versions

Automatic text summarization with context based keyword extraction B Lanjewar – International Journal, 2015 – Abstract: Text summarization is an important area in Natural Language Processing (NLP). It uses techniques such as keyword extraction to identify meaningful keywords from the documents. Keyword and feature extraction is a fundamental problem in text data mining … Related articles

Automatic multi-document Arabic text summarization using clustering and keyphrase extraction HN Fejer, N Omar – Journal of Artificial Intelligence, 2015 – Abstract Automatic text summarization has become important due to the rapid growth of information texts since it is very difficult for human beings to manually summarize large documents of texts. A full understanding of the document is essential to form an ideal … Related articles All 5 versions

Text Semantics Based Automatic Summarization for Chinese Videos X Wang, T Zha, C Wu, J Fang… – Chinese Journal of …, 2015 – Abstract—This paper is concerned with the task of automatically summarizing videos, which is important for many video-related applications. Examples include video retrieval, accessing and categorization, et al. Our approach summarizes video semantically from … Related articles All 4 versions

An approach to automatic summarization for Chinese text based on the combination of spectral clustering and LexRank K Wu, P Shi, D Pan – Fuzzy Systems and Knowledge Discovery …, 2015 – Abstract—In the past half century, automatic summarization has been a hot topic in the field of natural language processing, and it will be paid more and more attention to with the rapid development of the mobile network technology. Most of the automatic summarization … Related articles

TL; DR: Automatic Summarization With Textual Annotations JS Griggs – Abstract Automatic summarization is a powerful means for compressing large quantities of text into manageable chunks for human consumption. Despite the growth in blogs and other platforms that facilitate human interaction with text, there have been relatively few studies … Related articles All 2 versions

FlowMiner: Automatic Summarization of Library Data-Flow for Malware Analysis T Deering, GR Santhanam, S Kothari – International Conference on …, 2015 – Springer Abstract Malware often conceal their malicious behavior by making unscrupulous use of library APIs. Hence any accurate malware analysis must track data-flows not only through the application but also through the library. Libraries like Android (2 mLOC) are too large … Cited by 1 Related articles

Automatic Summarization of News Articles in Mobile Devices L Cabral, R Lima, R Lins, M Neto… – 2015 Fourteenth …, 2015 – Web anywhere and anytime. Automatic Text Summarization techniques aim to extract the fundamental information in documents. Making automatic summarization work in portable devices is a challenge, in several aspects. This paper presents an automatic … Cited by 1 Related articles All 2 versions

A Template Based Algorithm For Automatic Summarization And Dialogue Management For Text Documents PG Desai, H Sarojadevi, NN Chiplunkar – Abstract This paper describes an automated approach for extracting significant and useful events from unstructured text. The goal of research is to come out with a methodology which helps in extracting important events such as dates, places, and subjects of interest. It … Related articles All 2 versions

Facilitating online discussions by automatic summarization S Wubben, S Verberne, EJ Krahmer… – 2015 – In the DISCOSUMO project, we aim to develop a computational toolkit to automatically summarize discussion forum threads. In this paper, we present the initial design of the toolkit, the data that we work with and the challenges we face. Discussion threads on a … Related articles All 2 versions

Ontology-Based Automatic Text Summarization Using FarsNet M Ramezani, MR Feizi-Derakhshi – Advances in Computer Science: an …, 2015 – Abstract To summarize a text means to compress the text source into a shorter text in a way that the informational content is kept the same. With regard to the irregular volume of information available on the internet, manual summarization of huge volume of …

Improving Clustering Quality by Automatic Text Summarization M Pourvali, S Orlando, M Gharagozloo – Asia Information Retrieval …, 2015 – Springer Abstract Automatic text summarization is the process of reducing the size of a text document, to create a summary that retains the most important points of the original document. It can thus be applied to summarize the original document by decreasing the importance or … Related articles All 2 versions

A Novel Real-Time Speech Summarizer System for the Learning of Sustainability HW Wang, DY Cheng, CH Chen, YR Wu, CC Lo… – Sustainability, 2015 – Abstract: As the number of speech and video documents increases on the Internet and portable devices proliferate, speech summarization becomes increasingly essential. Relevant research in this domain has typically focused on broadcasts and news; however, … Related articles All 11 versions

Multiple Text Document Summarization System using hybrid Summarization technique H Dave, S Jaswal – Next Generation Computing Technologies ( …, 2015 – Abstract—Text Summarization plays an important role in the area of text mining and natural language processing. As the information resources are increasing tremendously, readers are overloaded with loads of information. Finding out the relevant data and manually … Related articles

A Novel Approach Towards Automatic Text Summarization Using Lexical Chains S Katiyar, SK Borgohain – Abstract—Text summarization is a process of extracting text by virtue of reduction of document contents while preserving the salient information intact. By using different set of parameters like position, format and type of sentences in an input text, frequency of words … Related articles

System of Automatic Chinese Webpage Summarization Based on The Ran-dom Walk Algorithm of Dynamic Programming F Wang, XM Qin, Y Wang, X Wei – Open Cybernetics & …, 2015 – Abstract: As the Internet becomes more and more deeply connected with our life, the Internet has brought together mass text material, and it is still in explosive growth. In order to quickly and accurately to help users find the required content, the traditional solution is to use a … Related articles

Automatic Text Summarization Using Importance of Sentences for Email Corpus S Nadella – 2015 – ABSTRACT With the advent of Internet, the data being added online is increasing at enormous rate. Though search engines are using IR techniques to facilitate the search requests from users, the results are not effective towards the search query of the user. The … Related articles All 2 versions

Automatic Video Summarization Using the Optimum-Path Forest Unsupervised Classifier C Castelo-Fernández, G Calderón-Ruiz – Iberoamerican Congress on …, 2015 – Springer Abstract In this paper a novel method for video summarization is presented, which uses a color-based feature extraction technique and a graph-based clustering technique. One major advantage of this method is that it is parameter-free, that is, we do not need to … Cited by 1 Related articles

Developing an Intelligent Tutoring System that has Automatically Generated Hints and Summarization for Algebra and Geometry Y Li, K Zhao, W Xu – International Journal of Information and …, 2015 – Abstract Intelligent tutoring systems (ITSs), which provide step-by-step guidance to students in problem-solving activities, have been shown to enhance student learning in a range of domains. However, they tend to be preestablished and cannot supply the tutoring function … Related articles All 2 versions

Final Summarization System LING 573 Deliverable #04 E Garnick, JT McCranie, O Whelan – 2015 – Eric Garnick ( John T. McCranie ( Olga Whelan ( … “To summarize the summary of the summary: people are a problem.” (Adams, 1980) … System Overview Content Selection Information Ordering Content … Related articles

Automatic Bengali news documents summarization by introducing sentence frequency and clustering MM Haque, S Pervin, Z Begum – 2015 18th International …, 2015 – Bengali news documents summarization which extracts significant sentences using the four major steps (a) preprocessing,(b) sentence ranking,(c) sentence clustering, and (d) summary generation. The noticeable feature of this method is the incorporation of the …

A Big Bang-Big Crunch Type-2 Fuzzy Logic System for Machine Vision-Based Event Detection and Summarization in Real-world Ambient Assisted Living B Yao, H Hagras, D Alghazzawi, MJ Alhaddad – 2015 – Abstract—The area of Ambient Assisted Living (AAL) focuses on developing new technologies which can improve the quality of life and care provided to elderly and disabled people. In this paper, we propose a novel system based on 3D RGB-D vision sensors and … Related articles All 3 versions

A Quantitative and Qualitative Assessment of Automatic Text Summarization Systems J Batista, R Ferreira, H Tomaz, R Ferreira… – Proceedings of the …, 2015 – Abstract Text summarization is the process of automatically creating a shorter version of one or more text documents. This paper presents a qualitative and quantitative assessment of the 22 state-of-the-art extractive summarization systems using the CNN corpus, a dataset … Cited by 4 Related articles

Improving Computer Inspection: Through Document Clustering and Automatic Cluster Summarization AS Shamrao, A Priyadarshi, SS Vairagar – Abstract—Document clustering or unsupervised document classification is an automated process of grouping documents with similar content. Document clustering is an important task in many Information Retrieval systems. Also document clustering Algorithms can help … Related articles

Automatic Text Summarization Using Latent Drichlet Allocation (LDA) for Document Clustering EY Hidayat, F Firdausillah, K Hastuti, IN Dewi… – International Journal of …, 2015 – Abstract In this paper, we present Latent Drichlet Allocation in automatic text summarization to improve accuracy in document clustering. The experiments involving 398 data set from public blog article obtained by using python scrapy crawler and scraper. Several steps of … Related articles All 2 versions

VoiceTranscriber: Crowd-powered Oral Narrative Summarization System HC Lee, JY Hsu – 2015 – Abstract VoiceTranscriber is a mobile crowd-powered system for summarizing stories from recorded voices that relies on the human abilities of discrimination and expression. We propose a system for organizing crowd workers to act as transcribers of original recorded … Related articles All 2 versions

Equivalence Relation Based SWoT Ontology Summarization System Implementation N Liu, LY Deng, GY Li, C Qu, C Li – Network and Information …, 2015 – Abstract—It can be foreseen that the volume of ontology’s Abox in Semantic Web of Things is always too large to understand or reason about ontology by machines and users. To solve this problem, a SWoT ontology summarization method based on equivalence relation is … Related articles All 2 versions

Joint semantic discourse models for automatic multi-document summarization PCF Cardoso, TAS Pardo – Brazilian Symposium in Information …, 2015 – Automatic multi-document summarization aims at selecting the essential content of related documents and presenting it in a summary. In this paper, we propose some methods for automatic summarization based on Rhetorical Structure Theory and Cross-document … Related articles All 10 versions

Design and Development of an Automatic Text Summarization Using Pragmatic-Enabled Features with LMS based Neural network CS Kameswari, JA Chandulal – 2015 – ABSTRACT The main intend of the text summarization is to generate a condensed version of one or more texts using computer techniques. This will help reader to decide if a document contains needed information with minimum effort and time loss. In past decades, a number … Related articles All 2 versions

Summarization and Hybrid Machine Translation System for English to Marathi: A Research Effort in Information Retriveal System (H-Machine Translation) P Salunkhe, M Bewoor, S Patil, S Joshi, A Kadam – History, 2015 – Abstract—Research issue in information retrieval is retrieving accurate subjective vital information present in one language to user costumed language. Language has been a barrier in information retrieval. The main objective of research effort is to eliminate this gap … Related articles

Automatic documentation generation via source code summarization PW McBurney – Proceedings of the 37th International Conference on …, 2015 – Abstract Programmers need software documentation. However, documentation is expensive to produce and maintain, and often becomes outdated over time. Programmers often lack the time and resources to write documentation. Therefore, automated solutions are … Cited by 1 Related articles All 2 versions

Data-Driven Unsupervised Evaluation of Automatic Text Summarization Systems E Yagunova, O Makarova, E Pronoza – Mexican International Conference …, 2015 – Springer Abstract Automatic text summarization is a text compression problem with many applications in natural language processing. In this paper we focus the problem of the evaluation of text summarization system. We propose an unsupervised approach based on keywords: it … Related articles

Automatic Document Summarization via Deep Neural Networks C Yao, J Shen, G Chen – 2015 8th International Symposium on …, 2015 – Abstract—Automatic document summarization aim to extracting sentences which might cover the main content of a document or documents. To achieve this, many algorithms have been tried to rank the sentences by using task-specific features in a shallow architecture. … Related articles

Automatic soccer archive summarization using time constraint P Piamsa-nga, S Bojukrapan – 2015 International Computer …, 2015 – Abstract—To manage a massive growth of sport videos, we require to summarize the content into more compact and dominant representation. The previous research projects proposed soccer summarization by using highlights or scene playing; however, they were … Related articles

Optimal Features Set for Extractive Automatic Text Summarization YK Meena, P Dewaliya… – 2015 Fifth International …, 2015 – Abstract-The goal of text summarization is to reduce the size of the text while preserving its important information and overall meaning. With the availability of internet, data is growing leaps and bounds and it is practically impossible summarizing all this data manually. … Cited by 1 Related articles All 3 versions

Automatic Text Summarization A Rajkhowa – Abstract—In today’s fast growing information world, text summarization has become an important matter for interpreting text information. It is the process of summarizing a source text to a shorter version containing all its information and overall meaning. There are two … Related articles

Supporting Data Driven Access through Automatic Keyword Extraction and Summarization W Xu, W Luo, N Woodward… – 2015 IEEE International …, 2015 – Abstract–The ever-increasing user generated digital data available through the Internet has become an important source of information for individuals, organizations and government agencies. And yet, for users to fully discover and utilize those information remains a … Related articles

Automatic Emotion Generation and Summarization form Perceptual Text–A Survey SS Raut, KP Shirsat – Abstract: Mining social emotion from text deals with new aspect for categorizing the document based on the emotions such as victory, love, anger etc. In order to predict the emotion contained in content a joint emotion-topic model is proposed by enhancing Latent … Related articles All 2 versions

Text Summarization and Speech Synthesis for the Automated Generation of Personalized Audio Presentations S Lawless, P Lavin, M Bayomi, JP Cabral… – … on Applications of …, 2015 – Springer Abstract In today’s fast-paced world, users face the challenge of having to consume a lot of content in a short time. This situation is exacerbated by the fact that content is scattered in a range of different languages and locations. This research addresses these challenges … Cited by 1 Related articles All 3 versions

Abstractive Multi-Document Text Summarization Using Automatic Text Summarizer Algorithm S Sridevi, S Priya – Abstract-The number of web pages on the World Wide Web is increasing very rapidly. Consequently, a search engine like Google, AltaVista, and Bing etc. provides a long list of URLs to the end user. So, it becomes very difficult to review and analyze each web page … Related articles

A tracking and summarization system for online Chinese news topics HT Chang, SW Liu, N Mishra – Aslib Journal of Information …, 2015 – Purpose–The purpose of this paper is to design and implement new tracking and summarization algorithms for Chinese news content. Based on the proposed methods and algorithms, the authors extract the important sentences that are contained in topic stories … Related articles

A Graph Based Ranking Strategy for Automated Text Summarization N Agrawal, S Sharma, P Sinha, S Bagai – ABSTRACT Text summarization is a process of capturing the idea and line of thought from an original text and inculcating the same into a short coherent text. Automated text summarization aims to meet this objective of retaining all the key ideas instilled in the text … Related articles

Automatic Video Content Summarization Using Geospatial Mosaics of Aerial Imagery R Viguier, CC Lin, H AliAkbarpour… – … on Multimedia (ISM), 2015 – Abstract—It is estimated that less than five percent of videos are currently analyzed to any degree. In addition to petabytesized multimedia archives, continuing innovations in optics, imaging sensors, camera arrays,(aerial) platforms, and storage technologies indicates that … Related articles All 4 versions

Review on Automated Text Summarizer using Top K-Rules MPJ Patel, PG Kulurkar – Abstract: In this paper we address the automatic text summarization task. Text Summarization was showed to be an improvement over manually summarizing the large data. It summarizes the salient features from the text by preserving the content and serves … Related articles

A personal video summarization system by integrating RFID and GPS information for marathon activities CC Kao, CW Lo, KH Lu – … -Berlin (ICCE-Berlin), 2015 IEEE 5th …, 2015 – Most of the video summary systems focus on basNetball team or videos of some particular professional players. It is rarely seen that video summary applied in marathon activities. There are thousands of marathon activities held in the world. If this technology could be … Related articles

An automatic event-complementing human life summarization scheme based on a social computing method over social media content K Ntalianis, N Doulamis – Multimedia Tools and Applications, 2015 – Springer Abstract This paper proposes a human life summarization scheme based on multimedia content published on social media. In this context the term “life” includes the events, occasions and activities users post on their walls. Towards this direction, an innovative … Cited by 1 Related articles

A Survey on Various Methodologies of Automatic Text Summarization R Lahkar, AK Barman – International Journal of Engineering Research and …, 2015 – Abstract Conversion of text-to-text, to generate summary has been a key research area now a days. Automatic text summarization reduces human effort in generating summary from text document (s) with the help of computer program. Various approaches, methods and …

Automatic Video Scene Annotation and Summarization Framework (AVSAS) M Birara – 2015 – With huge amount of video data being kept on the web, efficient utilization of these resources can be achieved with content based video indexing, grouping, searching and retrieval. For this content based video processing, automatic video scene annotation is … Related articles All 2 versions

Automatic Text Summarization And Deadwood Removal For Punjabi … M Kumar, A Singla – ABSTRACT Due to large information over the internet it becomes very difficult and laborious task to get the useful information. Automatic text summarization is one of the techniques which give the shorthand information which is half as the original text. This paper … Related articles

Word concept extraction using HOSVD for automatic text summarization A Biyabangard, MS Abadeh – AI & Robotics (IRANOPEN), 2015, 2015 – Abstract—Computers understand little about the meaning of human language. Vector space models of semantics are beginning to overcome these limits. In this regard, one of the modern issues is using high dimensional data, which is formulated as tensors. Also, due … Related articles

Eigen Analysis Based Automatic Document Summarization MP Sruthimol – 2015 – Abstract—Automatic document summarization is the process of reducing a text document into a summary that retains the points highlighting the original document. Ranking sentences according to their importance of being part in the summary is the main task in … Related articles

Computing Lexical Chains for Automatic Arabic Text Summarization H Zidoum, A Al-maamari, N Al-Amri, A Al-Yahyai… – Abstract—Automatic Text Summarization has received a great deal of attention in the past couple of decades. It has gained a lot of interest especially with the proliferation of the Internet and the new technologies. Arabic as a language still lacks research in the field of … Related articles

Document Features-Enabled Text Summarization System for Information Retrieval P Yadav – Abstract Information retrieval has become a challenging problem due to the explosion of information availability. Retrieving of suitable documents for the user’s query has become big problem in document retrieval tasks. This paper presents a method called, document … Related articles

Towards an Efficient Approach for Automatic Medical Document Summarization P Gayathri, N Jaisankar – Cybernetics and Information Technologies, 2015 – Abstract Document summarization deals with providing condensed version of the original document. We present an extractive informative single medical document summarization approach. We compare the tokens in the sentence with cue words. A sentence ranking … Related articles All 2 versions

Automatic Document Classification using Summarization Strategies R Ferreira, RD Lins, L Cabral, F Freitas… – Proceedings of the …, 2015 – Abstract An efficient way to automatically classify documents may be provided by automatic text summarization, the task of creating a shorter text from one or several documents. This paper presents an assessment of the 15 most widely used methods for automatic text … Related articles

Automatic Microblog Summarization Based on Unsupervised Key-Bigram Extraction Y Wu, H Zhang, B Xu, H Hao… – International Journal of …, 2015 – Abstract Microblog summarization can save large amount of time for users in browsing. In this paper, we propose an automatic microblog summarization method based on unsupervised key-bigram extraction. Firstly, we extract a key-bigram set to discover the … Related articles All 3 versions

AllSummarizer system at MultiLing 2015: Multilingual single and multi-document summarization A Aries, DE Zegour, KW Hidouci – 16th Annual Meeting of the …, 2015 – Proceedings of the SIGDIAL 2015 Conference, pages 237–244, Prague, Czech Republic, 2-4 September 2015. cO2015 Association for Computational Linguistics AllSummarizer system at MultiLing 2015: Multilingual single and multi-document summarization Abdelkrime … Related articles All 10 versions

Automatic Text Summarization Excerption System Using Fuzzy Values Based on Title and Number of Useful Sentences P Mehta, K Chheda, A Kukreja – Abstract An experimental approach is proposed to address the problem of improving content selection in automatic text summarization by using combination of frequency allocation and fuzzy values. The pre-processing step consists of stopword elimination and stemming. In … Related articles

BrailleSUM: A News Summarization System for the Blind and Visually Impaired People X Wan, Y Hu – Volume 2: Short Papers – Abstract In this article, we discuss the challenges of document summarization for the blind and visually impaired people and then propose a new system called BrailleSUM to produce better summaries for the blind and visually impaired people. Our system considers the … Related articles All 9 versions

Automatic Text Summarization S AJMERA – 2015 – Abstract With the increasing amount of information, it has become difficult to take out concise information. Thus it is necessary to build a system that could present human quality summaries. Automatic text summarization is a tool that provides summaries of a given …

Keyphrase based Evaluation of Automatic Text Summarization F Elghannam, T El-Shishtawy – arXiv preprint arXiv:1505.06228, 2015 – Abstract: The development of methods to deal with the informative contents of the text units in the matching process is a major challenge in automatic summary evaluation systems that use fixed n-gram matching. The limitation causes inaccurate matching between units in a … Related articles All 8 versions

Bayesian System and Copula for Event Detection and Summarization of Soccer Videos DS Patil, SB Waykar – Abstract—Event detection is a standout amongst the most key parts for distinctive sorts of area applications of video data framework. Recently, it has picked up an extensive interest of experts and in scholastics from different zones. While detecting video event has been the … Related articles All 4 versions

Automated Real time Data Cleansing and Summarization; Case Study on Drilling Hook load Real time Data SH Al Gharbi, MR Al Zayer – SPE Middle East Intelligent Oil and Gas …, 2015 – Abstract Real time data has become a vital component in drilling operations since it provides details that assist understanding of operational behavior. Real time data has played a big role in helping engineers maintain an optimized operational envelop to avoid drilling … Cited by 1 Related articles

Automated real-time video surveillance summarization framework N Cooharojananone, S Kasamwattanarote… – Journal of Real-Time …, 2015 – Springer Abstract Reviewing video surveillance contents for security monitoring is a time-consuming and time-limiting task. This paper presents a real-time video surveillance summarization framework intended for minimizing the time requirement for time critical tasks, based on … Related articles All 4 versions

Intelligent summarization of sports videos using automatic saliency detection RR Shetty – 2015 – The aim of this thesis is to present an efficient and intelligent way of creating sports summary videos by automatically identifying the highlights or salient events from one or multiple video footage using computer vision techniques and combining them to form a video summary …