Automatic Information Abstracting And Extracting

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Text Mining

Author : Michael W. Berry
Publisher : John Wiley & Sons
ISBN 13 : 9780470689653
Total Pages : 222 pages
Book Rating : 4.6/5 (896 download)

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Book Synopsis Text Mining by : Michael W. Berry

Download or read book Text Mining written by Michael W. Berry and published by John Wiley & Sons. This book was released on 2010-02-25 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Text Mining: Applications and Theory presents the state-of-the-art algorithms for text mining from both the academic and industrial perspectives. The contributors span several countries and scientific domains: universities, industrial corporations, and government laboratories, and demonstrate the use of techniques from machine learning, knowledge discovery, natural language processing and information retrieval to design computational models for automated text analysis and mining. This volume demonstrates how advancements in the fields of applied mathematics, computer science, machine learning, and natural language processing can collectively capture, classify, and interpret words and their contexts. As suggested in the preface, text mining is needed when “words are not enough.” This book: Provides state-of-the-art algorithms and techniques for critical tasks in text mining applications, such as clustering, classification, anomaly and trend detection, and stream analysis. Presents a survey of text visualization techniques and looks at the multilingual text classification problem. Discusses the issue of cybercrime associated with chatrooms. Features advances in visual analytics and machine learning along with illustrative examples. Is accompanied by a supporting website featuring datasets. Applied mathematicians, statisticians, practitioners and students in computer science, bioinformatics and engineering will find this book extremely useful.

Automatic Indexing and Abstracting of Document Texts

Author : Marie-Francine Moens
Publisher : Springer Science & Business Media
ISBN 13 : 0306470179
Total Pages : 276 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Automatic Indexing and Abstracting of Document Texts by : Marie-Francine Moens

Download or read book Automatic Indexing and Abstracting of Document Texts written by Marie-Francine Moens and published by Springer Science & Business Media. This book was released on 2005-12-27 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automatic Indexing and Abstracting of Document Texts summarizes the latest techniques of automatic indexing and abstracting, and the results of their application. It also places the techniques in the context of the study of text, manual indexing and abstracting, and the use of the indexing descriptions and abstracts in systems that select documents or information from large collections. Important sections of the book consider the development of new techniques for indexing and abstracting. The techniques involve the following: using text grammars, learning of the themes of the texts including the identification of representative sentences or paragraphs by means of adequate cluster algorithms, and learning of classification patterns of texts. In addition, the book is an attempt to illuminate new avenues for future research. Automatic Indexing and Abstracting of Document Texts is an excellent reference for researchers and professionals working in the field of content management and information retrieval.

Information Extraction

Author : Sunita Sarawagi
Publisher : Now Publishers Inc
ISBN 13 : 1601981880
Total Pages : 131 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Information Extraction by : Sunita Sarawagi

Download or read book Information Extraction written by Sunita Sarawagi and published by Now Publishers Inc. This book was released on 2008 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: Surveys over two decades of information extraction research from various communities such as computational linguistics, machine learning, databases and information retrieval.

Introduction to Modern Information Retrieval

Author : Gobinda G. Chowdhury
Publisher : Facet Publishing
ISBN 13 : 185604694X
Total Pages : 529 pages
Book Rating : 4.8/5 (56 download)

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Book Synopsis Introduction to Modern Information Retrieval by : Gobinda G. Chowdhury

Download or read book Introduction to Modern Information Retrieval written by Gobinda G. Chowdhury and published by Facet Publishing. This book was released on 2010 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: An information retrieval (IR) system is designed to analyse, process and store sources of information and retrieve those that match a particular user's requirements. A bewildering range of techniques is now available to the information professional attempting to successfully retrieve information. It is recognized that today's information professionals need to concentrate their efforts on learning the techniques of computerized IR. However, it is this book's contention that it also benefits them to learn the theory, techniques and tools that constitute the traditional approaches to the organization and processing of information. In fact much of this knowledge may still be applicable in the storage and retrieval of electronic information in digital library environments. The fully revised third edition of this highly regarded textbook has been thoroughly updated to incorporate major changes in this rapidly expanding field since the second edition in 2004, and a complete new chapter on citation indexing has been added. Unique in its scope, the book covers the whole spectrum of information storage and retrieval, including: users of IR and IR options; database technology; bibliographic formats; cataloguing and metadata; subject analysis and representation; automatic indexing and file organization; vocabulary control; abstracts and indexing; searching and retrieval; user-centred models of IR and user interfaces; evaluation of IR systems and evaluation experiments; online and CD-ROM IR; multimedia IR; hypertext and mark-up languages; web IR; intelligent IR; natural language processing and its applications in IR; citation analysis and IR; IR in digital libraries; and trends in IR research. Illustrated with many examples and comprehensively referenced for an international audience, this is an indispensable textbook for students of library and information studies. It is also an invaluable aid for information practitioners wishing to brush up on their skills and keep up to date with the latest techniques.

Automatic Information Organization and Retrieval

Author : Gerard Salton
Publisher : New York : McGraw-Hill
ISBN 13 :
Total Pages : 536 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Automatic Information Organization and Retrieval by : Gerard Salton

Download or read book Automatic Information Organization and Retrieval written by Gerard Salton and published by New York : McGraw-Hill. This book was released on 1968 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: Textbook on methodology of automation in documentation work - covers EDP, computerisation, dictionary construction and operations, storage of and research for information, mathematical analysis and statistical method, evaluation of methodology, etc. Bibliography pp. 485 to 498, and flow diagrams.

Author :
Publisher : IOS Press
ISBN 13 :
Total Pages : 10439 pages
Book Rating : 4./5 ( download)

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Book Synopsis by :

Download or read book written by and published by IOS Press. This book was released on with total page 10439 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Automatic Text Summarization

Author : Inderjeet Mani
Publisher : MIT Press
ISBN 13 : 9780262133593
Total Pages : 464 pages
Book Rating : 4.1/5 (335 download)

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Book Synopsis Advances in Automatic Text Summarization by : Inderjeet Mani

Download or read book Advances in Automatic Text Summarization written by Inderjeet Mani and published by MIT Press. This book was released on 1999 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Indexing: a State-of-the-art Report

Author : Mary Elizabeth Stevens
Publisher :
ISBN 13 :
Total Pages : 300 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Automatic Indexing: a State-of-the-art Report by : Mary Elizabeth Stevens

Download or read book Automatic Indexing: a State-of-the-art Report written by Mary Elizabeth Stevens and published by . This book was released on 1970 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Information Extraction: Algorithms and Prospects in a Retrieval Context

Author : Marie-Francine Moens
Publisher : Springer Science & Business Media
ISBN 13 : 1402049935
Total Pages : 255 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Information Extraction: Algorithms and Prospects in a Retrieval Context by : Marie-Francine Moens

Download or read book Information Extraction: Algorithms and Prospects in a Retrieval Context written by Marie-Francine Moens and published by Springer Science & Business Media. This book was released on 2006-10-10 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers content recognition in text, elaborating on past and current most successful algorithms and their application in a variety of settings: news filtering, mining of biomedical text, intelligence gathering, competitive intelligence, legal information searching, and processing of informal text. Today, there is considerable interest in integrating the results of information extraction in retrieval systems, because of the demand for search engines that return precise answers to flexible information queries.

Multi-source, Multilingual Information Extraction and Summarization

Author : Thierry Poibeau
Publisher : Springer Science & Business Media
ISBN 13 : 3642285694
Total Pages : 331 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Multi-source, Multilingual Information Extraction and Summarization by : Thierry Poibeau

Download or read book Multi-source, Multilingual Information Extraction and Summarization written by Thierry Poibeau and published by Springer Science & Business Media. This book was released on 2012-08-14 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Text Summarization

Author : Juan-Manuel Torres-Moreno
Publisher : John Wiley & Sons
ISBN 13 : 1119044073
Total Pages : 366 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Automatic Text Summarization by : Juan-Manuel Torres-Moreno

Download or read book Automatic Text Summarization written by Juan-Manuel Torres-Moreno and published by John Wiley & Sons. This book was released on 2014-09-25 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Rough Sets and Current Trends in Computing

Author : Shusaku Tsumoto
Publisher : Springer Science & Business Media
ISBN 13 : 3540221174
Total Pages : 871 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Rough Sets and Current Trends in Computing by : Shusaku Tsumoto

Download or read book Rough Sets and Current Trends in Computing written by Shusaku Tsumoto and published by Springer Science & Business Media. This book was released on 2004-05-21 with total page 871 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years rough set theory has attracted the attention of many researchers and practitioners all over the world, who have contributed essentially to its development and applications. Weareobservingagrowingresearchinterestinthefoundationsofroughsets, including the various logical, mathematical and philosophical aspects of rough sets. Some relationships have already been established between rough sets and other approaches, and also with a wide range of hybrid systems. As a result, rough sets are linked with decision system modeling and analysis of complex systems, fuzzy sets, neural networks, evolutionary computing, data mining and knowledge discovery, pattern recognition, machine learning, and approximate reasoning. In particular, rough sets are used in probabilistic reasoning, granular computing (including information granule calculi based on rough mereology), intelligent control, intelligent agent modeling, identi?cation of autonomous s- tems, and process speci?cation. Methods based on rough set theory alone or in combination with other - proacheshavebeendiscoveredwith awide rangeofapplicationsinsuchareasas: acoustics, bioinformatics, business and ?nance, chemistry, computer engineering (e.g., data compression, digital image processing, digital signal processing, p- allel and distributed computer systems, sensor fusion, fractal engineering), de- sion analysis and systems, economics, electrical engineering (e.g., control, signal analysis, power systems), environmental studies, informatics, medicine, mole- lar biology, musicology, neurology, robotics, social science, software engineering, spatial visualization, Web engineering, and Web mining.

Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1522551921
Total Pages : 2373 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2018-01-05 with total page 2373 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the increased use of technology in modern society, high volumes of multimedia information exists. It is important for businesses, organizations, and individuals to understand how to optimize this data and new methods are emerging for more efficient information management and retrieval. Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications is an innovative reference source for the latest academic material in the field of information and communication technologies and explores how complex information systems interact with and affect one another. Highlighting a range of topics such as knowledge discovery, semantic web, and information resources management, this multi-volume book is ideally designed for researchers, developers, managers, strategic planners, and advanced-level students.

Computers and Data Processing Systems

Author :
Publisher :
ISBN 13 :
Total Pages : 488 pages
Book Rating : 4.:/5 ( download)

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Book Synopsis Computers and Data Processing Systems by :

Download or read book Computers and Data Processing Systems written by and published by . This book was released on 1962 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligent Information Processing and Web Mining

Author : Mieczyslaw A. Klopotek
Publisher : Springer Science & Business Media
ISBN 13 : 3540335218
Total Pages : 521 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Intelligent Information Processing and Web Mining by : Mieczyslaw A. Klopotek

Download or read book Intelligent Information Processing and Web Mining written by Mieczyslaw A. Klopotek and published by Springer Science & Business Media. This book was released on 2007-07-04 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains selected papers, presented at the international conference on Intelligent Information Processing and Web Mining Conference IIS:IIPWM'06, organized in Ustro (Poland), 2006. The submitted papers cover new computing paradigms, among others in biologically motivated methods, advanced data analysis, new machine learning paradigms, natural language processing, new optimization technologies, applied data mining using statistical and non-standard approaches.

Advances in Computers

Author :
Publisher : Academic Press
ISBN 13 : 0080566561
Total Pages : 415 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Advances in Computers by :

Download or read book Advances in Computers written by and published by Academic Press. This book was released on 1985-06-17 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Computers

Intelligent Multimedia Multi-Agent Systems

Author : Rajiv Khosla
Publisher : Springer Science & Business Media
ISBN 13 : 1475731965
Total Pages : 347 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Intelligent Multimedia Multi-Agent Systems by : Rajiv Khosla

Download or read book Intelligent Multimedia Multi-Agent Systems written by Rajiv Khosla and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Multimedia Multi-Agent Systems focuses on building intelligent successful systems. The book adopts a human-centered approach and considers various pragmatic issues and problems in areas like intelligent systems, software engineering, multimedia databases, electronic commerce, data mining, enterprise modeling and human-computer interaction for developing a human-centered virtual machine. The authors describe an ontology of the human-centered virtual machine which includes four components: activity-centered analysis component, problem solving adapter component, transformation agent component, and multimedia based interpretation component. These four components capture the external and internal planes of the system development spectrum. They integrate the physical, social and organizational reality on the external plane with stakeholder goals, tasks and incentives, and organization culture on the internal plane. The human-centered virtual machine and its four components are used for developing intelligent multimedia multi-agent systems in areas like medical decision support and health informatics, medical image retrieval, e-commerce, face detection and annotation, internet games and sales recruitment. The applications in these areas help to expound various aspects of the human-centered virtual machine including, human-centered domain modeling, distributed intelligence and communication, perceptual and cognitive task modeling, component based software development, and multimedia based data modeling. Further, the applications described in the book employ various intelligent technologies like neural networks, fuzzy logic and knowledge based systems, software engineering artifacts like agents and objects, internet technologies like XML and multimedia artifacts like image, audio, video and text.