Introduction to Information Retrieval

Introduction to Information Retrieval

Author: Christopher D. Manning

Publisher: Cambridge University Press

Published: 2008-07-07

Total Pages:

ISBN-13: 1139472100

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Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.


Computational Information Retrieval

Computational Information Retrieval

Author: Michael W. Berry

Publisher: SIAM

Published: 2001-01-01

Total Pages: 206

ISBN-13: 9780898715002

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This volume contains selected papers that focus on the use of linear algebra, computational statistics, and computer science in the development of algorithms and software systems for text retrieval. Experts in information modeling and retrieval share their perspectives on the design of scalable but precise text retrieval systems, revealing many of the challenges and obstacles that mathematical and statistical models must overcome to be viable for automated text processing. This very useful proceedings is an excellent companion for courses in information retrieval, applied linear algebra, and applied statistics.


Information Retrieval, Computational and Theoretical Aspects

Information Retrieval, Computational and Theoretical Aspects

Author: H. S. Heaps

Publisher: New York : Academic Press

Published: 1978

Total Pages: 368

ISBN-13: 9780123357502

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General concepts; Document data bases for computer search; Question logic and format; Data structures for storage and retrieval; Structure of search programs; Vocabulary characteristics of document data bases; Information theory considerations; Coding and compression of data bases; Example of design of a document retrieval system; Document indexing and term associations; Automatic question modification; Automatic document classification; Concluding remarks.


String Processing and Information Retrieval

String Processing and Information Retrieval

Author: Alberto Apostolico

Publisher: Springer Science & Business Media

Published: 2004-09-23

Total Pages: 345

ISBN-13: 3540232109

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This book constitutes the refereed proceedings of the 11th International Conference on String Processing and Information Retrieval, SPIRE 2004, held in Padova, Italy, in October 2004. The 28 revised full papers and 16 revised short papers presented were carefully reviewed and selected from 123 submissions. The papers address current issues in string pattern searching and matching, string discovery, data compression, data mining, text mining, machine learning, information retrieval, digital libraries, and applications in various fields, such as bioinformatics, speech and natural language processing, Web links and communities, and multilingual data.


String Processing and Information Retrieval

String Processing and Information Retrieval

Author: Mario A. Nascimento

Publisher: Springer Science & Business Media

Published: 2003-09-29

Total Pages: 389

ISBN-13: 3540201777

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This book constitutes the refereed proceedings of the 10th International Symposium on String Processing and Information Retrieval, SPIRE 2003, held in Manaus, Brazil, in October 2003. The 21 revised full papers and 6 revised short papers presented together with 2 invited papers were carefully reviewed and selected from 54 submissions. The papers are organized in topical sections on Web algorithms, bit-parallel algorithms, compression, categorization and ranking, music retrieval, multilingual information retrieval, subsequences and distributed algorithms, and algorithms on strings and trees.


String Processing and Information Retrieval

String Processing and Information Retrieval

Author: Amihood Amir

Publisher: Springer Science & Business Media

Published: 2008-10-22

Total Pages: 304

ISBN-13: 3540890963

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This volumecontainsthe paperspresented atthe 15thString Processingand - formation Retrieval Symposium (SPIRE), held in Melbourne, Australia, during November 10–12, 2008. The papers presented at the symposium were selected from 54 papers s- mitted in response to the Call For Papers. Each submission was reviewed by a minimum of two, and usually three, Program Committee members, who are expertsdrawnfromaroundthe globe. Thecommittee accepted25papers (46%), with the successful authors also covering a broad rangeof continents. The paper “An E?cient Linear Space Algorithm for Consecutive Su?x Alignment Under Edit Distance” by Heikki Hyyr¨ o was selected for the Best Paper Award, while Dina Sokol was awarded the Best Reviewer Award for excellent contributions to the reviewing process. The program also included two invited talks: David Hawking, chief scientist at the Internet and enterprise search company Funn- back Pty. Ltd. based in Australia; and Gad Landau, from the Department of Computer Science at Haifa University, Israel. SPIRE has its origins in the South American Workshop on String Proce- ing which was ?rst held in 1993. Starting in 1998, the focus of the symposium was broadened to include the area of information retrieval due to the c- mon emphasis on information processing. The ?rst 14 meetings were held in Belo Horizonte, Brazil (1993); Valparaiso, Chile (1995); Recife, Brazil (1996); Valparaiso, Chile (1997); Santa Cruz, Bolivia (1998); Cancun, Mexico (1999); A Corun ˜a,Spain(2000);LagunaSanRafael,Chile(2001);Lisbon,Portugal(2002); Manaus, Brazil (2003); Padova, Italy (2004); Buenos Aires, Argentina (2005); Glasgow, UK (2006); and Santiago, Chile (2007).


Databases, Information Systems, and Peer-to-Peer Computing

Databases, Information Systems, and Peer-to-Peer Computing

Author: Gianluca Moro

Publisher: Springer Science & Business Media

Published: 2007-04-17

Total Pages: 434

ISBN-13: 3540716602

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This book constitutes the thoroughly refereed postproceedings of the 3rd and 4th International Workshop on Databases, Information Systems and Peer-to-Peer Computing, DBISP2P 2005 and DBISP2P 2006, held in Trondheim, Norway, in August 2005 and in Seoul, Korea, in September 2006, as satellite events of VLDB, the International Conference on Very Large Data Bases.


String Processing and Information Retrieval

String Processing and Information Retrieval

Author: Nivio Ziviani

Publisher: Springer

Published: 2007-09-20

Total Pages: 320

ISBN-13: 3540755306

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This book constitutes the refereed proceedings of the 14th International Symposium on String Processing and Information Retrieval, SPIRE 2007. Coverage in the 27 revised full papers includes dictionary algorithms, text searching, pattern matching, text compression, text mining, natural language processing, sequence driven protein structure prediction, XML, SGML, information retrieval from semi-structured data, text mining and generation of structured data from text.