Explorations in Automatic Thesaurus Discovery

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Publisher : Springer Science & Business Media
ISBN 13 : 1461527104
Total Pages : 313 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Explorations in Automatic Thesaurus Discovery by : Gregory Grefenstette

Download or read book Explorations in Automatic Thesaurus Discovery written by Gregory Grefenstette and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explorations in Automatic Thesaurus Discovery presents an automated method for creating a first-draft thesaurus from raw text. It describes natural processing steps of tokenization, surface syntactic analysis, and syntactic attribute extraction. From these attributes, word and term similarity is calculated and a thesaurus is created showing important common terms and their relation to each other, common verb--noun pairings, common expressions, and word family members. The techniques are tested on twenty different corpora ranging from baseball newsgroups, assassination archives, medical X-ray reports, abstracts on AIDS, to encyclopedia articles on animals, even on the text of the book itself. The corpora range from 40,000 to 6 million characters of text, and results are presented for each in the Appendix. The methods described in the book have undergone extensive evaluation. Their time and space complexity are shown to be modest. The results are shown to converge to a stable state as the corpus grows. The similarities calculated are compared to those produced by psychological testing. A method of evaluation using Artificial Synonyms is tested. Gold Standards evaluation show that techniques significantly outperform non-linguistic-based techniques for the most important words in corpora. Explorations in Automatic Thesaurus Discovery includes applications to the fields of information retrieval using established testbeds, existing thesaural enrichment, semantic analysis. Also included are applications showing how to create, implement, and test a first-draft thesaurus.

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Author :
Publisher : IOS Press
ISBN 13 :
Total Pages : 4947 pages
Book Rating : 4./5 ( download)

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Download or read book written by and published by IOS Press. This book was released on with total page 4947 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Research and Development in Intelligent Systems XXIII

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Publisher : Springer Science & Business Media
ISBN 13 : 1846286638
Total Pages : 421 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Research and Development in Intelligent Systems XXIII by : Frans Coenen

Download or read book Research and Development in Intelligent Systems XXIII written by Frans Coenen and published by Springer Science & Business Media. This book was released on 2010-05-30 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: The papers in this volume are the refereed technical papers presented at AI-2006, the Twenty-sixth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2006. They present new and innovative developments in the field. For the first time the volume also includes the text of short papers presented as posters at the conference.

Foundations of Statistical Inference

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Publisher : Springer Science & Business Media
ISBN 13 : 3642574106
Total Pages : 227 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Foundations of Statistical Inference by : Yoel Haitovsky

Download or read book Foundations of Statistical Inference written by Yoel Haitovsky and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a collection of papers presented at a conference held in Shoresh Holiday Resort near Jerusalem, Israel, in December 2000 organized by the Israeli Ministry of Science, Culture and Sport. The theme of the conference was "Foundation of Statistical Inference: Applications in the Medical and Social Sciences and in Industry and the Interface of Computer Sciences". The following is a quotation from the Program and Abstract booklet of the conference. "Over the past several decades, the field of statistics has seen tremendous growth and development in theory and methodology. At the same time, the advent of computers has facilitated the use of modern statistics in all branches of science, making statistics even more interdisciplinary than in the past; statistics, thus, has become strongly rooted in all empirical research in the medical, social, and engineering sciences. The abundance of computer programs and the variety of methods available to users brought to light the critical issues of choosing models and, given a data set, the methods most suitable for its analysis. Mathematical statisticians have devoted a great deal of effort to studying the appropriateness of models for various types of data, and defining the conditions under which a particular method work. " In 1985 an international conference with a similar title* was held in Is rael. It provided a platform for a formal debate between the two main schools of thought in Statistics, the Bayesian, and the Frequentists.

Machine Learning and Data Mining in Pattern Recognition

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Publisher : Springer
ISBN 13 : 3540318917
Total Pages : 709 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Machine Learning and Data Mining in Pattern Recognition by : Petra Perner

Download or read book Machine Learning and Data Mining in Pattern Recognition written by Petra Perner and published by Springer. This book was released on 2005-08-25 with total page 709 pages. Available in PDF, EPUB and Kindle. Book excerpt: We met again in front of the statue of Gottfried Wilhelm von Leibniz in the city of Leipzig. Leibniz, a famous son of Leipzig, planned automatic logical inference using symbolic computation, aimed to collate all human knowledge. Today, artificial intelligence deals with large amounts of data and knowledge and finds new information using machine learning and data mining. Machine learning and data mining are irreplaceable subjects and tools for the theory of pattern recognition and in applications of pattern recognition such as bioinformatics and data retrieval. This was the fourth edition of MLDM in Pattern Recognition which is the main event of Technical Committee 17 of the International Association for Pattern Recognition; it started out as a workshop and continued as a conference in 2003. Today, there are many international meetings which are titled “machine learning” and “data mining”, whose topics are text mining, knowledge discovery, and applications. This meeting from the first focused on aspects of machine learning and data mining in pattern recognition problems. We planned to reorganize classical and well-established pattern recognition paradigms from the viewpoints of machine learning and data mining. Though it was a challenging program in the late 1990s, the idea has inspired new starting points in pattern recognition and effects in other areas such as cognitive computer vision.

Advances in Natural Language Processing

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Publisher : Springer Science & Business Media
ISBN 13 : 3540234985
Total Pages : 498 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Advances in Natural Language Processing by : José Luis Vicedo

Download or read book Advances in Natural Language Processing written by José Luis Vicedo and published by Springer Science & Business Media. This book was released on 2004-10-12 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Conference, EsTAL 2004, held in Alicante, Spain in October 2004. The 42 revised full papers presented were carefully reviewed and selected from 72 submissions. The papers address current issues in computational linguistics and monolingual and multilingual intelligent language processing and applications, in particular written language analysis and generation; pragmatics, discourse, semantics, syntax, and morphology; lexical resources; word sense disambiguation; linguistic, mathematical, and morphology; lexical resources; word sense disambiguation; linguistic, mathematical, and psychological models of language; knowledge acquisition and representation; corpus-based and statistical language modeling; machine translation and translation tools; and computational lexicography; information retrieval; extraction and question answering; automatic summarization; document categorization; natural language interfaces; and dialogue systems and evaluation of systems.

Knowledge Management and Organizational Memories

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Publisher : Springer Science & Business Media
ISBN 13 : 1461509475
Total Pages : 231 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Knowledge Management and Organizational Memories by : Rose Dieng-Kuntz

Download or read book Knowledge Management and Organizational Memories written by Rose Dieng-Kuntz and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Knowledge Management and Organizational Memories presents models, methods, and techniques for building, managing and using corporate memories. These models incorporate knowledge bases, ontologies, documents, FAQs, workflow systems, case-based reasoning systems, multi-agent systems, and CSCW. The book is divided into five parts: methods; knowledge-based approaches; ontologies and documents; case-based reasoning approaches; and distributed and collaborative approaches.

Understanding New Media

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Publisher : University of Calgary Press
ISBN 13 : 1552381544
Total Pages : 714 pages
Book Rating : 4.5/5 (523 download)

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Book Synopsis Understanding New Media by : Kim H. Veltman

Download or read book Understanding New Media written by Kim H. Veltman and published by University of Calgary Press. This book was released on 2006 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book outlines the development currently underway in the technology of new media and looks further to examine the unforeseen effects of this phenomenon on our culture, our philosophies, and our spiritual outlook.

Building and Using Comparable Corpora

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Publisher : Springer Science & Business Media
ISBN 13 : 3642201288
Total Pages : 333 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Building and Using Comparable Corpora by : Serge Sharoff

Download or read book Building and Using Comparable Corpora written by Serge Sharoff and published by Springer Science & Business Media. This book was released on 2013-12-13 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 1990s saw a paradigm change in the use of corpus-driven methods in NLP. In the field of multilingual NLP (such as machine translation and terminology mining) this implied the use of parallel corpora. However, parallel resources are relatively scarce: many more texts are produced daily by native speakers of any given language than translated. This situation resulted in a natural drive towards the use of comparable corpora, i.e. non-parallel texts in the same domain or genre. Nevertheless, this research direction has not produced a single authoritative source suitable for researchers and students coming to the field. The proposed volume provides a reference source, identifying the state of the art in the field as well as future trends. The book is intended for specialists and students in natural language processing, machine translation and computer-assisted translation.

Web Knowledge Management and Decision Support

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Publisher : Springer
ISBN 13 : 3540365249
Total Pages : 311 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Web Knowledge Management and Decision Support by : Oskar Bartenstein

Download or read book Web Knowledge Management and Decision Support written by Oskar Bartenstein and published by Springer. This book was released on 2003-07-01 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 20 revised full papers presented in this book together with 4 section surveys were carefully reviewed and selected from the papers contributed to the 14th International Conference on Applications of Prolog, INAP 2001, held in Tokyo, Japan, in October 2002. The papers are devoted to the four tightly interwoven aspects knowledge acquisition, knowledge management, knowledge processing, and knowledge distribution, all in the context of the World Wide Web; they are organized in topical sections on Web languages and logic, knowlege acquisition and knowledge representation, decision support by advanced logic programming, and Web-knowledge management and data mining. The book is targeted to designers and users of e-business systems and e-government systems, for IT professionals who build such systems, as well as for the wider audience interested in the technical background of knowledge processing for the Web.

Advances in Artificial Intelligence

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Publisher : Springer
ISBN 13 : 3540361278
Total Pages : 435 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Advances in Artificial Intelligence by : Guilherme Bittencourt

Download or read book Advances in Artificial Intelligence written by Guilherme Bittencourt and published by Springer. This book was released on 2003-08-02 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: The biennial Brazilian Symposium on Arti?cial Intelligence (SBIA 2002) – of which this is the 16th event – is a meeting and discussion forum for arti?cial intelligence researchers and practitioners worldwide. SBIA is the leading c- ference in Brazil for the presentation of research and applications in arti?cial intelligence. The ?rst SBIA was held in 1984, and since 1995 it has been an international conference, with papers written in English and an international program committee, which this year was composed of 45 researchers from 13 countries. SBIA 2002 was held in conjunction with the VII Brazilian Symposium on Neural Networks (SBRN 2002). SBRN 2002 focuses on neural networks and on other models of computational intelligence. SBIA 2002, supported by the Brazilian Computer Society (SBC), was held in Porto de Galinhas/Recife, Brazil, 11–14 November 2002. The call for papers was very successful, resulting in 146 papers submitted from 18 countries. A total of 39 papers were accepted for publication in the proceedings. We would like to thank the SBIA 2002 sponsoring organizations, CNPq, Capes, and CESAR, and also all the authors who submitted papers. In particular, we would like to thank the program committee members and the additional referees for the di?cult task of reviewing and commenting on the submitted papers.

New Methodological Approaches to Foreign Language Teaching

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Publisher : Cambridge Scholars Publishing
ISBN 13 : 1443873810
Total Pages : 435 pages
Book Rating : 4.4/5 (438 download)

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Book Synopsis New Methodological Approaches to Foreign Language Teaching by : Thomas H. Schmidt

Download or read book New Methodological Approaches to Foreign Language Teaching written by Thomas H. Schmidt and published by Cambridge Scholars Publishing. This book was released on 2017-06-23 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume explores how the traditional academic disciplines of linguistics, translation, literature and cultural studies can contribute to, or be integrated into, the teaching of a foreign language by means of innovative methodologies, techniques and instruments. The book begins with a selection of essays on applied linguistics that share some significant findings in the context of second or foreign language acquisition. It then examines the ways in which linguistics, translation theory, literature and cultural studies are brought into the foreign language classroom not just as objects of study but also as vehicles for language-learning. By presenting studies on four main foreign languages, English, Spanish, French and German, the collection offers, to the foreign language profession, an opportunity for the sharing and comparison of strategies across languages at both the secondary and higher education level. The text is a valuable resource for language teachers with a more philologically-oriented background who would like to learn how to apply their research knowledge and experience to the design and implementation of new methodological approaches.

Foundations of Statistical Natural Language Processing

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Publisher : MIT Press
ISBN 13 : 0262303795
Total Pages : 719 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Foundations of Statistical Natural Language Processing by : Christopher Manning

Download or read book Foundations of Statistical Natural Language Processing written by Christopher Manning and published by MIT Press. This book was released on 1999-05-28 with total page 719 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

Progress in Artificial Intelligence

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Publisher : Springer Science & Business Media
ISBN 13 : 3540307370
Total Pages : 708 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Progress in Artificial Intelligence by : Carlos Bento

Download or read book Progress in Artificial Intelligence written by Carlos Bento and published by Springer Science & Business Media. This book was released on 2005-11-30 with total page 708 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th Portuguese Conference on Artificial Intelligence, EPIA 2005, held in Covilhã, Portugal in December 2005 as nine integrated workshops. The 58 revised full papers presented were carefully reviewed and selected from a total of 167 submissions. In accordance with the nine constituting workshops, the papers are organized in topical sections on general artificial intelligence (GAIW 2005), affective computing (AC 2005), artificial life and evolutionary algorithms (ALEA 2005), building and applying ontologies for the semantic Web (BAOSW 2005), computational methods in bioinformatics (CMB 2005), extracting knowledge from databases and warehouses (EKDB&W 2005), intelligent robotics (IROBOT 2005), multi-agent systems: theory and applications (MASTA 2005), and text mining and applications (TEMA 2005).

Recent Advances in Computational Terminology

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Publisher : John Benjamins Publishing
ISBN 13 : 9027298165
Total Pages : 400 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Recent Advances in Computational Terminology by : Didier Bourigault

Download or read book Recent Advances in Computational Terminology written by Didier Bourigault and published by John Benjamins Publishing. This book was released on 2001-06-15 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: This first collection of selected articles from researchers in automatic analysis, storage, and use of terminology, and specialists in applied linguistics, computational linguistics, information retrieval, and artificial intelligence offers new insights on computational terminology. The recent needs for intelligent information access, automatic query translation, cross-lingual information retrieval, knowledge management, and document handling have led practitioners and engineers to focus on automated term handling. This book offers new perspectives on their expectations. It will be of interest to terminologists, translators, language or knowledge engineers, librarians and all others dependent on the automation of terminology processing in professional practices. The articles cover themes such as automatic thesaurus construction, automatic term acquisition, automatic term translation, automatic indexing and abstracting, and computer-aided knowledge acquisition. The high academic standing of the contributors together with their experience in terminology management results in a set of contributions that tackle original and unique scientific issues in correlation with genuine applications of terminology processing.

Machine Learning: Concepts, Methodologies, Tools and Applications

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Publisher : IGI Global
ISBN 13 : 1609608194
Total Pages : 2174 pages
Book Rating : 4.6/5 (96 download)

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

Download or read book Machine Learning: Concepts, Methodologies, Tools and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2011-07-31 with total page 2174 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This reference offers a wide-ranging selection of key research in a complex field of study,discussing topics ranging from using machine learning to improve the effectiveness of agents and multi-agent systems to developing machine learning software for high frequency trading in financial markets"--Provided by publishe

Language Production, Cognition, and the Lexicon

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Publisher : Springer
ISBN 13 : 3319080431
Total Pages : 578 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Language Production, Cognition, and the Lexicon by : Núria Gala

Download or read book Language Production, Cognition, and the Lexicon written by Núria Gala and published by Springer. This book was released on 2014-11-11 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book collects contributions from well-established researchers at the interface between language and cognition. It provides an overview of the latest insights into this interdisciplinary field from the perspectives of natural language processing, computer science, psycholinguistics and cognitive science. One of the pioneers in cognitive natural language processing is Michael Zock, to whom this volume is dedicated. The structure of the book reflects his main research interests: lexicon and lexical analysis, semantics, language and speech generation, reading and writing technologies, language resources and language engineering. The book is a valuable reference work and authoritative information source, giving an overview on the field and describing the state of the art as well as future developments. It is intended for researchers and advanced students interested in the subject. One of the pioneers in cognitive natural language processing is Michael Zock, to whom this volume is dedicated. The structure of the book reflects his main research interests: Lexicon and lexical analysis, semantics, language and speech generation, reading and writing technologies, language resources and language engineering. The book is a valuable reference work and authoritative information source, giving an overview on the field and describing the state of the art as well as future developments. It is intended for researchers and advanced students interested in the subject. One of the pioneers in cognitive natural language processing is Michael Zock, to whom this volume is dedicated. The structure of the book reflects his main research interests: Lexicon and lexical analysis, semantics, language and speech generation, reading and writing technologies, language resources and language engineering. The book is a valuable reference work and authoritative information source, giving an overview on the field and describing the state of the art as well as future developments. It is intended for researchers and advanced students interested in the subject.