Advances In Automatic Text Summarization

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Advances in Automatic Text Summarization

Inderjeet Mani,Mark T. Maybury

Author : Inderjeet Mani,Mark T. Maybury
Publisher : MIT Press
Page : 464 pages
File Size : 51,6 Mb
Release : 1999
Category : Computers
ISBN : 0262133598

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Advances in Automatic Text Summarization by Inderjeet Mani,Mark T. Maybury Pdf

ntil now there has been no state-of-the-art collection of themost important writings in automatic text summarization. This bookpresents the key developments in the field in an integrated frameworkand suggests future research areas. With the rapid growth of the World Wide Web and electronic information services, information is becoming available on-line at an incredible rate. One result is the oft-decried information overload. No one has time to read everything, yet we often have to make critical decisions based on what we are able to assimilate. The technology of automatic text summarization is becoming indispensable for dealing with this problem. Text summarization is the process of distilling the most important information from a source to produce an abridged version for a particular user or task. Until now there has been no state-of-the-art collection of the most important writings in automatic text summarization. This book presents the key developments in the field in an integrated framework and suggests future research areas. The book is organized into six sections: Classical Approaches, Corpus-Based Approaches, Exploiting Discourse Structure, Knowledge-Rich Approaches, Evaluation Methods, and New Summarization Problem Areas. Contributors D. A. Adams, C. Aone, R. Barzilay, E. Bloedorn, B. Boguraev, R. Brandow, C. Buckley, F. Chen, M. J. Chrzanowski, H. P. Edmundson, M. Elhadad, T. Firmin, R. P. Futrelle, J. Gorlinsky, U. Hahn, E. Hovy, D. Jang, K. Sparck Jones, G. M. Kasper, C. Kennedy, K. Kukich, J. Kupiec, B. Larsen, W. G. Lehnert, C. Lin, H. P. Luhn, I. Mani, D. Marcu, M. Maybury, K. McKeown, A. Merlino, M. Mitra, K. Mitze, M. Moens, A. H. Morris, S. H. Myaeng, M. E. Okurowski, J. Pedersen, J. J. Pollock, D. R. Radev, G. J. Rath, L. F. Rau, U. Reimer, A. Resnick, J. Robin, G. Salton, T. R. Savage, A. Singhal, G. Stein, T. Strzalkowski, S. Teufel, J. Wang, B. Wise, A. Zamora

Automatic Text Summarization

Juan-Manuel Torres-Moreno

Author : Juan-Manuel Torres-Moreno
Publisher : John Wiley & Sons
Page : 366 pages
File Size : 42,8 Mb
Release : 2014-11-10
Category : Computers
ISBN : 9781848216686

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Automatic Text Summarization by Juan-Manuel Torres-Moreno Pdf

Textual information in the form of digital documents quickly accumulates to create huge amounts of data. The majority of these documents are unstructured: it is unrestricted text and has not been organized into traditional databases. Processing documents is therefore a perfunctory task, mostly due to a lack of standards. It has thus become extremely difficult to implement automatic text analysis tasks. Automatic Text Summarization (ATS), by condensing the text while maintaining relevant information, can help to process this ever-increasing, difficult-to-handle, mass of information. This book examines the motivations and different algorithms for ATS. The author presents the recent state of the art before describing the main problems of ATS, as well as the difficulties and solutions provided by the community. The book provides recent advances in ATS, as well as current applications and trends. The approaches are statistical, linguistic and symbolic. Several examples are also included in order to clarify the theoretical concepts.

Natural Language Processing for Online Applications

Peter Jackson,Isabelle Moulinier

Author : Peter Jackson,Isabelle Moulinier
Publisher : John Benjamins Publishing
Page : 256 pages
File Size : 51,6 Mb
Release : 2007
Category : Computers
ISBN : 902724992X

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Natural Language Processing for Online Applications by Peter Jackson,Isabelle Moulinier Pdf

This text covers the technologies of document retrieval, information extraction, and text categorization in a way which highlights commonalities in terms of both general principles and practical concerns. It assumes some mathematical background on the part of the reader, but the chapters typically begin with a non-mathematical account of the key issues. Current research topics are covered only to the extent that they are informing current applications; detailed coverage of longer term research and more theoretical treatments should be sought elsewhere. There are many pointers at the ends of the chapters that the reader can follow to explore the literature. However, the book does maintain a strong emphasis on evaluation in every chapter both in terms of methodology and the results of controlled experimentation.

Multi-source, Multilingual Information Extraction and Summarization

Thierry Poibeau,Horacio Saggion,Jakub Piskorski,Roman Yangarber

Author : Thierry Poibeau,Horacio Saggion,Jakub Piskorski,Roman Yangarber
Publisher : Springer Science & Business Media
Page : 331 pages
File Size : 52,6 Mb
Release : 2012-08-14
Category : Computers
ISBN : 9783642285691

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Multi-source, Multilingual Information Extraction and Summarization by Thierry Poibeau,Horacio Saggion,Jakub Piskorski,Roman Yangarber Pdf

Information extraction (IE) and text summarization (TS) are powerful technologies for finding relevant pieces of information in text and presenting them to the user in condensed form. The ongoing information explosion makes IE and TS critical for successful functioning within the information society. These technologies face particular challenges due to the inherent multi-source nature of the information explosion. The technologies must now handle not isolated texts or individual narratives, but rather large-scale repositories and streams---in general, in multiple languages---containing a multiplicity of perspectives, opinions, or commentaries on particular topics, entities or events. There is thus a need to adapt existing techniques and develop new ones to deal with these challenges. This volume contains a selection of papers that present a variety of methodologies for content identification and extraction, as well as for content fusion and regeneration. The chapters cover various aspects of the challenges, depending on the nature of the information sought---names vs. events,--- and the nature of the sources---news streams vs. image captions vs. scientific research papers, etc. This volume aims to offer a broad and representative sample of studies from this very active research field.

Automatic Summarization

Ani Nenkova,Kathleen McKeown

Author : Ani Nenkova,Kathleen McKeown
Publisher : Now Publishers Inc
Page : 144 pages
File Size : 48,5 Mb
Release : 2011
Category : Computers
ISBN : 9781601984708

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Automatic Summarization by Ani Nenkova,Kathleen McKeown Pdf

Automatic Summarization is a comprehensive overview of research in summarization, including the more traditional efforts in sentence extraction as well as the most novel recent approaches for determining important content, for domain and genre specific summarization and for evaluation of summarization

Automatic Summarization

Inderjeet Mani

Author : Inderjeet Mani
Publisher : John Benjamins Publishing
Page : 299 pages
File Size : 53,7 Mb
Release : 2001-06-01
Category : Language Arts & Disciplines
ISBN : 9789027299109

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Automatic Summarization by Inderjeet Mani Pdf

With the explosion in the quantity of on-line text and multimedia information in recent years, there has been a renewed interest in automatic summarization. This book provides a systematic introduction to the field, explaining basic definitions, the strategies used by human summarizers, and automatic methods that leverage linguistic and statistical knowledge to produce extracts and abstracts. Drawing from a wealth of research in artificial intelligence, natural language processing, and information retrieval, the book also includes detailed assessments of evaluation methods and new topics such as multi-document and multimedia summarization. Previous automatic summarization books have been either collections of specialized papers, or else authored books with only a chapter or two devoted to the field as a whole. This is the first textbook on the subject, developed based on teaching materials used in two one-semester courses. To further help the student reader, the book includes detailed case studies, accompanied by end-of-chapter reviews and an extensive glossary.Audience: students and researchers, as well as information technology managers, librarians, and anyone else interested in the subject.

Trends and Applications of Text Summarization Techniques

Fiori, Alessandro

Author : Fiori, Alessandro
Publisher : IGI Global
Page : 335 pages
File Size : 48,6 Mb
Release : 2019-08-30
Category : Computers
ISBN : 9781522593751

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Trends and Applications of Text Summarization Techniques by Fiori, Alessandro Pdf

While the availability of electronic documents increases exponentially with advancing technology, the time spent to process this wealth of resourceful information decreases. Content analysis and information extraction must be aided by summarization methods to quickly parcel pieces of interest and allow for succinct user familiarization in a simple, efficient manner. Trends and Applications of Text Summarization Techniques is a pivotal reference source that explores the latest approaches of document summarization including update, multi-lingual, and domain-oriented summarization tasks and examines their current real-world applications in multiple fields. Featuring coverage on a wide range of topics such as parallel construction, social network integration, and evaluation metrics, this book is ideally designed for information technology practitioners, computer scientists, bioinformatics analysts, business managers, healthcare professionals, academicians, researchers, and students.

Advances in Artificial Intelligence

Guilherme Bittencourt,Geber L. Ramalho

Author : Guilherme Bittencourt,Geber L. Ramalho
Publisher : Springer Science & Business Media
Page : 440 pages
File Size : 40,9 Mb
Release : 2002-10-28
Category : Computers
ISBN : 3540001247

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Advances in Artificial Intelligence by Guilherme Bittencourt,Geber L. Ramalho Pdf

This book constitutes the refereed proceedings of the 16th Brazilian Symposium on Artificial Intelligence, SBIA 2002, held in Porto de Galinhas/Recife, Brazil in November 2002. The 39 revised full papers presented were carefully reviewed and selected from 146 submissions from 18 countries. the papers are organized in topical sections on theoretical and logical methods, autonomous agents and multi-agent systems, machine learning, knowledge discovery and data mining, evolutionary computation and artificial life, uncertainty, and natural language processing.

Advances in Artificial Intelligence -- IBERAMIA 2004

Christian Lemaitre,Carlos A. Reyes,Jesus A. Gonzalez

Author : Christian Lemaitre,Carlos A. Reyes,Jesus A. Gonzalez
Publisher : Springer
Page : 1005 pages
File Size : 51,7 Mb
Release : 2004-11-03
Category : Computers
ISBN : 9783540304982

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Advances in Artificial Intelligence -- IBERAMIA 2004 by Christian Lemaitre,Carlos A. Reyes,Jesus A. Gonzalez Pdf

This book constitutes the refereed proceedings of the 9th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2004, held in Puebla, Mexico in November 2004. The 97 revised full papers presented were carefully reviewed and selected from 304 submissions. The papers are organized in topical sections on distributed AI and multi-agent systems, knowledge engineering and case-based reasoning, planning and scheduling, machine learning and knowledge acquisition, natural language processing, knowledge representation and reasoning, knowledge discovery and data mining, robotics, computer vision, uncertainty and fuzzy systems, genetic algorithms and neural networks, AI in education, and miscellaneous topics.

Handbook of Intelligent Computing and Optimization for Sustainable Development

Mukhdeep Singh Manshahia,Valeriy Kharchenko,Elias Munapo,J. Joshua Thomas,Pandian Vasant

Author : Mukhdeep Singh Manshahia,Valeriy Kharchenko,Elias Munapo,J. Joshua Thomas,Pandian Vasant
Publisher : John Wiley & Sons
Page : 944 pages
File Size : 43,9 Mb
Release : 2022-02-11
Category : Technology & Engineering
ISBN : 9781119792628

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Handbook of Intelligent Computing and Optimization for Sustainable Development by Mukhdeep Singh Manshahia,Valeriy Kharchenko,Elias Munapo,J. Joshua Thomas,Pandian Vasant Pdf

HANDBOOK OF INTELLIGENT COMPUTING AND OPTIMIZATION FOR SUSTAINABLE DEVELOPMENT This book provides a comprehensive overview of the latest breakthroughs and recent progress in sustainable intelligent computing technologies, applications, and optimization techniques across various industries. Optimization has received enormous attention along with the rapidly increasing use of communication technology and the development of user-friendly software and artificial intelligence. In almost all human activities, there is a desire to deliver the highest possible results with the least amount of effort. Moreover, optimization is a very well-known area with a vast number of applications, from route finding problems to medical treatment, construction, finance, accounting, engineering, and maintenance schedules in plants. As far as optimization of real-world problems is concerned, understanding the nature of the problem and grouping it in a proper class may help the designer employ proper techniques which can solve the problem efficiently. Many intelligent optimization techniques can find optimal solutions without the use of objective function and are less prone to local conditions. The 41 chapters comprising the Handbook of Intelligent Computing and Optimization for Sustainable Development by subject specialists, represent diverse disciplines such as mathematics and computer science, electrical and electronics engineering, neuroscience and cognitive sciences, medicine, and social sciences, and provide the reader with an integrated understanding of the importance that intelligent computing has in the sustainable development of current societies. It discusses the emerging research exploring the theoretical and practical aspects of successfully implementing new and innovative intelligent techniques in a variety of sectors, including IoT, manufacturing, optimization, and healthcare. Audience It is a pivotal reference source for IT specialists, industry professionals, managers, executives, researchers, scientists, and engineers seeking current research in emerging perspectives in the field of artificial intelligence in the areas of Internet of Things, renewable energy, optimization, and smart cities.

Foundations of Computational Intelligence

Ajith Abraham,Aboul-Ella Hassanien,André Ponce de Leon F. de Carvalho,Vaclav Snášel

Author : Ajith Abraham,Aboul-Ella Hassanien,André Ponce de Leon F. de Carvalho,Vaclav Snášel
Publisher : Springer
Page : 400 pages
File Size : 52,7 Mb
Release : 2009-05-01
Category : Technology & Engineering
ISBN : 9783642010910

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Foundations of Computational Intelligence by Ajith Abraham,Aboul-Ella Hassanien,André Ponce de Leon F. de Carvalho,Vaclav Snášel Pdf

Foundations of Computational Intelligence Volume 6: Data Mining: Theoretical Foundations and Applications Finding information hidden in data is as theoretically difficult as it is practically important. With the objective of discovering unknown patterns from data, the methodologies of data mining were derived from statistics, machine learning, and artificial intelligence, and are being used successfully in application areas such as bioinformatics, business, health care, banking, retail, and many others. Advanced representation schemes and computational intelligence techniques such as rough sets, neural networks; decision trees; fuzzy logic; evolutionary algorithms; arti- cial immune systems; swarm intelligence; reinforcement learning, association rule mining, Web intelligence paradigms etc. have proved valuable when they are - plied to Data Mining problems. Computational tools or solutions based on intel- gent systems are being used with great success in Data Mining applications. It is also observed that strong scientific advances have been made when issues from different research areas are integrated. This Volume comprises of 15 chapters including an overview chapter providing an up-to-date and state-of-the research on the applications of Computational Int- ligence techniques for Data Mining. The book is divided into 3 parts: Part-I: Data Click Streams and Temporal Data Mining Part-II: Text and Rule Mining Part-III: Applications Part I on Data Click Streams and Temporal Data Mining contains four chapters that describe several approaches in Data Click Streams and Temporal Data Mining.

Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2013

Suresh Chandra Satapathy,Siba K Udgata,Bhabendra Narayan Biswal

Author : Suresh Chandra Satapathy,Siba K Udgata,Bhabendra Narayan Biswal
Publisher : Springer Science & Business Media
Page : 553 pages
File Size : 40,8 Mb
Release : 2013-10-05
Category : Technology & Engineering
ISBN : 9783319029313

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Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2013 by Suresh Chandra Satapathy,Siba K Udgata,Bhabendra Narayan Biswal Pdf

This volume contains the papers presented at the Second International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA-2013) held during 14-16 November 2013 organized by Bhubaneswar Engineering College (BEC), Bhubaneswar, Odisha, India. It contains 63 papers focusing on application of intelligent techniques which includes evolutionary computation techniques like genetic algorithm, particle swarm optimization techniques, teaching-learning based optimization etc for various engineering applications such as data mining, Fuzzy systems, Machine Intelligence and ANN, Web technologies and Multimedia applications and Intelligent computing and Networking etc.

Computational Intelligence in Multimedia Processing: Recent Advances

Aboul-Ella Hassanien,Ajith Abraham

Author : Aboul-Ella Hassanien,Ajith Abraham
Publisher : Springer
Page : 536 pages
File Size : 40,5 Mb
Release : 2008-04-23
Category : Computers
ISBN : 9783540768272

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Computational Intelligence in Multimedia Processing: Recent Advances by Aboul-Ella Hassanien,Ajith Abraham Pdf

In recent decades Multimedia processing has emerged as an important technology to generate content based on images, video, audio, graphics, and text. This book is a compilation of the latest trends and developments in the field of computational intelligence in multimedia processing. The edited book presents a large number of interesting applications to intelligent multimedia processing of various Computational Intelligence techniques including neural networks and fuzzy logic.

Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding

Fiori, Alessandro

Author : Fiori, Alessandro
Publisher : IGI Global
Page : 363 pages
File Size : 44,8 Mb
Release : 2014-01-31
Category : Computers
ISBN : 9781466650206

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Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding by Fiori, Alessandro Pdf

The prevalence of digital documentation presents some pressing concerns for efficient information retrieval in the modern age. Readers want to be able to access the information they desire without having to search through a mountain of unrelated data, so algorithms and methods for effectively seeking out pertinent information are of critical importance. Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding evaluates some of the existing approaches to information retrieval and summarization of digital documents, as well as current research and future developments. This book serves as a sounding board for students, educators, researchers, and practitioners of information technology, advancing the ongoing discussion of communication in the digital age.

Concise Encyclopedia of Semantics

Keith Allan

Author : Keith Allan
Publisher : Elsevier
Page : 1102 pages
File Size : 48,9 Mb
Release : 2010-04-06
Category : Language Arts & Disciplines
ISBN : 0080959695

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Concise Encyclopedia of Semantics by Keith Allan Pdf

Concise Encyclopedia of Semantics is a comprehensive new reference work aiming to systematically describe all aspects of the study of meaning in language. It synthesizes in one volume the latest scholarly positions on the construction, interpretation, clarification, obscurity, illustration, amplification, simplification, negotiation, contradiction, contraction and paraphrasing of meaning, and the various concepts, analyses, methodologies and technologies that underpin their study. It examines not only semantics but the impact of semantic study on related fields such as morphology, syntax, and typologically oriented studies such as ‘grammatical semantics’, where semantics has made a considerable contribution to our understanding of verbal categories like tense or aspect, nominal categories like case or possession, clausal categories like causatives, comparatives, or conditionals, and discourse phenomena like reference and anaphora. COSE also examines lexical semantics and its relation to syntax, pragmatics, and cognitive linguistics; and the study of how ‘logical semantics’ develops and thrives, often in interaction with computational linguistics. As a derivative volume from Encyclopedia of Language and Linguistics, Second Edition, it comprises contributions from 150 of the foremost scholars of semantics in their various specializations and draws on 20+ years of development in the parent work in a compact and affordable format. Principally intended for tertiary level inquiry and research, this will be invaluable as a reference work for undergraduate and postgraduate students as well as academics inquiring into the study of meaning and meaning relations within languages. As semantics is a centrally important and inherently cross-cutting area within linguistics it will therefore be relevant not just for semantics specialists, but for most linguistic audiences. The first encyclopedia ever published in this fascinating and diverse field Combines the talents of the world’s leading semantics specialists The latest trends in the field authoritatively reviewed and interpreted in context of related disciplines Drawn from the richest, most authoritative, comprehensive and internationally acclaimed reference resource in the linguistics area Compact and affordable single volume reference format

Advances In Automatic Text Summarization

Advances in Automatic Text Summarization by Inderjeet Mani,Mark T. Maybury Pdf

Automatic Text Summarization by Juan-Manuel Torres-Moreno Pdf

Natural Language Processing for Online Applications by Peter Jackson,Isabelle Moulinier Pdf

Multi-source, Multilingual Information Extraction and Summarization by Thierry Poibeau,Horacio Saggion,Jakub Piskorski,Roman Yangarber Pdf

Automatic Summarization by Ani Nenkova,Kathleen McKeown Pdf

Automatic Summarization by Inderjeet Mani Pdf

Trends and Applications of Text Summarization Techniques by Fiori, Alessandro Pdf

Advances in Artificial Intelligence by Guilherme Bittencourt,Geber L. Ramalho Pdf

Advances in Artificial Intelligence -- IBERAMIA 2004 by Christian Lemaitre,Carlos A. Reyes,Jesus A. Gonzalez Pdf

Handbook of Intelligent Computing and Optimization for Sustainable Development by Mukhdeep Singh Manshahia,Valeriy Kharchenko,Elias Munapo,J. Joshua Thomas,Pandian Vasant Pdf

Foundations of Computational Intelligence by Ajith Abraham,Aboul-Ella Hassanien,André Ponce de Leon F. de Carvalho,Vaclav Snášel Pdf

Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2013 by Suresh Chandra Satapathy,Siba K Udgata,Bhabendra Narayan Biswal Pdf

Computational Intelligence in Multimedia Processing: Recent Advances by Aboul-Ella Hassanien,Ajith Abraham Pdf

Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding by Fiori, Alessandro Pdf

Concise Encyclopedia of Semantics by Keith Allan Pdf

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