Advances In Information Retrieval Theory

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Advances in Information Retrieval

Author : Center for Intelligent Information Retrieval
Publisher : Springer Science & Business Media
Page : 326 pages
File Size : 41,6 Mb
Release : 2000-04-30
Category : Computers
ISBN : 9780792378129

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Advances in Information Retrieval by Center for Intelligent Information Retrieval Pdf

The NSF Center for Intelligent Information Retrieval (CIIR) was formed in the Computer Science Department of the University of Massachusetts, Amherst, in 1992. Through its efforts in basic research, applied research, and technology transfer, the CIIR has become known internationally as one of the leading research groups in the area of information retrieval. The CIIR focuses on research that results in more effective and efficient access and discovery in large, heterogeneous, distributed text and multimedia databases. The scope of the work that is done in the CIIR is broad and goes significantly beyond `traditional' areas of information retrieval such as retrieval models, cross-lingual search, and automatic query expansion. The research includes both low-level systems issues such as the design of protocols and architectures for distributed search, as well as more human-centered topics such as user interface design, visualization and data mining with text, and multimedia retrieval. Advances in Information Retrieval: Recent Research from the Center for Intelligent Information Retrieval is a collection of papers that covers a wide variety of topics in the general area of information retrieval. Together, they represent a snapshot of the state of the art in information retrieval at the turn of the century and at the end of a decade that has seen the advent of the World-Wide Web. The papers provide overviews and in-depth analysis of theory and experimental results. This book can be used as source material for graduate courses in information retrieval, and as a reference for researchers and practitioners in industry.

Advances in Information Retrieval Theory

Author : Leif Azzopardi,Gabriella Kazai,Stephen Robertson,Stefan Rüger,Milad Shokouhi,Dawei Song,Emine Yilmaz
Publisher : Springer
Page : 386 pages
File Size : 45,9 Mb
Release : 2009-09-03
Category : Computers
ISBN : 9783642044175

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Advances in Information Retrieval Theory by Leif Azzopardi,Gabriella Kazai,Stephen Robertson,Stefan Rüger,Milad Shokouhi,Dawei Song,Emine Yilmaz Pdf

This book constitutes the refereed proceedings of the Second International Conference on the Theory of Information Retrieval, ICTIR 2009, held in Cambridge, UK, in September 2009. The 18 revised full papers, 14 short papers, and 11 posters presented together with one invited talk were carefully reviewed and selected from 82 submissions. The papers are categorized into four main themes: novel IR models, evaluation, efficiency, and new perspectives in IR. Twenty-one papers fall into the general theme of novel IR models, ranging from various retrieval models, query and term selection models, Web IR models, developments in novelty and diversity, to the modeling of user aspects. There are four papers on new evaluation methodologies, e.g., modeling score distributions, evaluation over sessions, and an axiomatic framework for XML retrieval evaluation. Three papers focus on the issue of efficiency and offer solutions to improve the tractability of PageRank, data cleansing practices for training classifiers, and approximate search for distributed IR. Finally, four papers look into new perspectives of IR and shed light on some new emerging areas of interest, such as the application and adoption of quantum theory in IR.

Advances in Information Retrieval Theory

Author : Giambattista Amati,Fabio Crestani
Publisher : Springer Science & Business Media
Page : 383 pages
File Size : 51,5 Mb
Release : 2011-09-01
Category : Computers
ISBN : 9783642233173

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Advances in Information Retrieval Theory by Giambattista Amati,Fabio Crestani Pdf

This book constitutes the refereed proceedings of the Third International Conference on the Theory of Information Retrieval, ICTIR 2011, held in Bertinoro, Italy, in September 2011. The 25 revised full papers and 13 short papers presented together with the abstracts of two invited talks were carefully reviewed and selected from 65 submissions. The papers cover topics ranging from query expansion, co-occurence analysis, user and interactive modelling, system performance prediction and comparison, and probabilistic approaches for ranking and modelling IR to topics related to interdisciplinary approaches or applications. They are organized into the following topical sections: predicting query performance; latent semantic analysis and word co-occurrence analysis; query expansion and re-ranking; comparison of information retrieval systems and approximate search; probability ranking principle and alternatives; interdisciplinary approaches; user and relevance; result diversification and query disambiguation; and logical operators and descriptive approaches.

Advances in Information Retrieval

Author : Djoerd Hiemstra,Marie-Francine Moens,Josiane Mothe,Raffaele Perego,Martin Potthast,Fabrizio Sebastiani
Publisher : Springer Nature
Page : 808 pages
File Size : 41,9 Mb
Release : 2021-03-26
Category : Computers
ISBN : 9783030721138

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Advances in Information Retrieval by Djoerd Hiemstra,Marie-Francine Moens,Josiane Mothe,Raffaele Perego,Martin Potthast,Fabrizio Sebastiani Pdf

This two-volume set LNCS 12656 and 12657 constitutes the refereed proceedings of the 43rd European Conference on IR Research, ECIR 2021, held virtually in March/April 2021, due to the COVID-19 pandemic. The 50 full papers presented together with 11 reproducibility papers, 39 short papers, 15 demonstration papers, 12 CLEF lab descriptions papers, 5 doctoral consortium papers, 5 workshop abstracts, and 8 tutorials abstracts were carefully reviewed and selected from 436 submissions. The accepted contributions cover the state of the art in IR: deep learning-based information retrieval techniques, use of entities and knowledge graphs, recommender systems, retrieval methods, information extraction, question answering, topic and prediction models, multimedia retrieval, and much more.

Advances in Information Retrieval Theory

Author : Giambattista Amati,Fabio Crestani
Publisher : Springer
Page : 346 pages
File Size : 52,8 Mb
Release : 2011-09-08
Category : Computers
ISBN : 9783642233180

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Advances in Information Retrieval Theory by Giambattista Amati,Fabio Crestani Pdf

This book constitutes the refereed proceedings of the Third International Conference on the Theory of Information Retrieval, ICTIR 2011, held in Bertinoro, Italy, in September 2011. The 25 revised full papers and 13 short papers presented together with the abstracts of two invited talks were carefully reviewed and selected from 65 submissions. The papers cover topics ranging from query expansion, co-occurence analysis, user and interactive modelling, system performance prediction and comparison, and probabilistic approaches for ranking and modelling IR to topics related to interdisciplinary approaches or applications. They are organized into the following topical sections: predicting query performance; latent semantic analysis and word co-occurrence analysis; query expansion and re-ranking; comparison of information retrieval systems and approximate search; probability ranking principle and alternatives; interdisciplinary approaches; user and relevance; result diversification and query disambiguation; and logical operators and descriptive approaches.

Advances in Information Retrieval

Author : Joemon M Jose,Claudia Hauff,Ismail Sengor Altıngovde,Dawei Song,Dyaa Albakour,Stuart Watt,John Tait
Publisher : Springer
Page : 799 pages
File Size : 48,9 Mb
Release : 2017-04-07
Category : Computers
ISBN : 9783319566085

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Advances in Information Retrieval by Joemon M Jose,Claudia Hauff,Ismail Sengor Altıngovde,Dawei Song,Dyaa Albakour,Stuart Watt,John Tait Pdf

This book constitutes the refereed proceedings of the 39th European Conference on IR Research, ECIR 2017, held in Aberdeen, UK, in April 2017. The 36 full papers and 47 poster papers presented together with 5 Abstracts, were carefully reviewed and selected from 248 submissions. Being the premier European forum for the presentation of new research results in the field of Information Retrieval, ECIR features a wide range of topics such as: IR Theory and Practice; Deep Learning and IR; Web and Social Media IR; User Aspects; IR System Architectures; Content Representation and Processing; Evaluation; Multimedia and Cross-Media IR; Applications.

Advances in Information Retrieval

Author : Maarten de Rijke,Tom Kenter,Arjen P. de Vries,ChengXiang Zhai,Franciska de Jong,Kira Radinsky,Katja Hofmann
Publisher : Springer
Page : 830 pages
File Size : 40,9 Mb
Release : 2014-03-24
Category : Computers
ISBN : 9783319060286

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Advances in Information Retrieval by Maarten de Rijke,Tom Kenter,Arjen P. de Vries,ChengXiang Zhai,Franciska de Jong,Kira Radinsky,Katja Hofmann Pdf

This book constitutes the proceedings of the 36th European Conference on IR Research, ECIR 2014, held in Amsterdam, The Netherlands, in April 2014. The 33 full papers, 50 poster papers and 15 demonstrations presented in this volume were carefully reviewed and selected from 288 submissions. The papers are organized in the following topical sections: evaluation, recommendation, optimization, semantics, aggregation, queries, mining social media, digital libraries, efficiency, and information retrieval theory. Also included are 3 tutorial and 4 workshop presentations.

Advances in Information Retrieval

Author : Pavel Serdyukov,Pavel Braslavski,Sergei O. Kuznetsov,Jaap Kamps,Stefan Rüger,Eugene Agichtein,Ilya Segalovich,Emine Yilmaz
Publisher : Springer
Page : 919 pages
File Size : 52,8 Mb
Release : 2013-03-12
Category : Computers
ISBN : 9783642369735

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Advances in Information Retrieval by Pavel Serdyukov,Pavel Braslavski,Sergei O. Kuznetsov,Jaap Kamps,Stefan Rüger,Eugene Agichtein,Ilya Segalovich,Emine Yilmaz Pdf

This book constitutes the proceedings of the 35th European Conference on IR Research, ECIR 2013, held in Moscow, Russia, in March 2013. The 55 full papers, 38 poster papers and 10 demonstrations presented in this volume were carefully reviewed and selected from 287 submissions. The papers are organized in the following topical sections: user aspects; multimedia and cross-media IR; data mining; IR theory and formal models; IR system architectures; classification; Web; event detection; temporal IR, and microblog search. Also included are 4 tutorial and 2 workshop presentations.

Advances in Information Retrieval

Author : Craig Macdonald,Iadh Ounis,Vassilis Plachouras,Ian Ruthven,Ryan W. White
Publisher : Springer
Page : 722 pages
File Size : 42,6 Mb
Release : 2008-03-27
Category : Computers
ISBN : 9783540786467

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Advances in Information Retrieval by Craig Macdonald,Iadh Ounis,Vassilis Plachouras,Ian Ruthven,Ryan W. White Pdf

This book constitutes the refereed proceedings of the 30th annual European Conference on Information Retrieval Research, ECIR 2008, held in Glasgow, UK, in March/April 2008. The 33 revised full papers and 19 revised short papers presented together with the abstracts of 3 invited lectures and 32 poster papers were carefully reviewed and selected from 139 full article submissions. The papers are organized in topical sections on evaluation, Web IR, social media, cross-lingual information retrieval, theory, video, representation, wikipedia and e-books, as well as expert search.

Advances in Information Retrieval

Author : W. Bruce Croft
Publisher : Springer Science & Business Media
Page : 318 pages
File Size : 51,7 Mb
Release : 2006-04-11
Category : Computers
ISBN : 9780306470196

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Advances in Information Retrieval by W. Bruce Croft Pdf

The Center for Intelligent Information Retrieval (CIIR) was formed in the Computer Science Department ofthe University ofMassachusetts, Amherst in 1992. The core support for the Center came from a National Science Foun- tion State/Industry/University Cooperative Research Center(S/IUCRC) grant, although there had been a sizeable information retrieval (IR) research group for over 10 years prior to that grant. Thebasic goal ofthese Centers is to combine basic research, applied research, and technology transfer. The CIIR has been successful in each of these areas, in that it has produced over 270 research papers, has been involved in many successful government and industry collaborations, and has had a significant role in high-visibility Internet sites and start-ups. As a result of these efforts, the CIIR has become known internationally as one of the leading research groups in the area of information retrieval. The CIIR focuses on research that results in more effective and efficient access and discovery in large, heterogeneous, distributed, text and multimedia databases. The scope of the work that is done in the CIIR is broad and goes significantly beyond “traditional” areas of information retrieval such as retrieval models, cross-lingual search, and automatic query expansion. The research includes both low-level systems issues such as the design of protocols and architectures for distributed search, as well as more human-centered topics such as user interface design, visualization and data mining with text, and multimedia retrieval.

Advances in Information Retrieval

Author : Paul Clough,Colum Foley,Cathal Gurrin,Gareth Jones,Wessel Kraaij,Hyowon Lee,Vanessa Murdock
Publisher : Springer
Page : 795 pages
File Size : 43,8 Mb
Release : 2011-04-12
Category : Computers
ISBN : 9783642201615

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Advances in Information Retrieval by Paul Clough,Colum Foley,Cathal Gurrin,Gareth Jones,Wessel Kraaij,Hyowon Lee,Vanessa Murdock Pdf

This book constitutes the refereed proceedings of the 33rd annual European Conference on Information Retrieval Research, ECIR 2011, held in Dublin, Ireland, in April 2010. The 45 revised full papers presented together with 24 poster papers, 17 short papers, and 6 tool demonstrations were carefully reviewed and selected from 223 full research paper submissions and 64 poster/demo submissions. The papers are organized in topical sections on text categorization, recommender systems, Web IR, IR evaluation, IR for Social Networks, cross-language IR, IR theory, multimedia IR, IR applications, interactive IR, and question answering /NLP.

Advances in Information Retrieval

Author : Cathal Gurrin,Yulan He,Gabriella Kazai,Udo Kruschwitz,Suzanne Little,Thomas Roelleke,Stefan Rüger,Keith van Rijsbergen
Publisher : Springer
Page : 677 pages
File Size : 46,7 Mb
Release : 2010-04-03
Category : Computers
ISBN : 9783642122750

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Advances in Information Retrieval by Cathal Gurrin,Yulan He,Gabriella Kazai,Udo Kruschwitz,Suzanne Little,Thomas Roelleke,Stefan Rüger,Keith van Rijsbergen Pdf

These proceedings contain the papers presented at ECIR 2010, the 32nd Eu- pean Conference on Information Retrieval. The conference was organizedby the Knowledge Media Institute (KMi), the Open University, in co-operation with Dublin City University and the University of Essex, and was supported by the Information Retrieval Specialist Group of the British Computer Society (BCS- IRSG) and the Special Interest Group on Information Retrieval (ACM SIGIR). It was held during March 28-31, 2010 in Milton Keynes, UK. ECIR 2010 received a total of 202 full-paper submissions from Continental Europe (40%), UK (14%), North and South America (15%), Asia and Australia (28%), Middle East and Africa (3%). All submitted papers were reviewed by at leastthreemembersoftheinternationalProgramCommittee.Outofthe202- pers 44 were selected asfull researchpapers. ECIR has alwaysbeen a conference with a strong student focus. To allow as much interaction between delegates as possible and to keep in the spirit of the conference we decided to run ECIR 2010 as a single-track event. As a result we decided to have two presentation formats for full papers. Some of them were presented orally, the others in poster format. The presentation format does not represent any di?erence in quality. Instead, the presentation format was decided after the full papers had been accepted at the Program Committee meeting held at the University of Essex. The views of the reviewers were then taken into consideration to select the most appropriate presentation format for each paper.

Advances in Information Retrieval Theory

Author : Giambattista Amati,Fabio Crestani
Publisher : Springer
Page : 346 pages
File Size : 51,5 Mb
Release : 2012-02-29
Category : Computers
ISBN : 3642233198

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Advances in Information Retrieval Theory by Giambattista Amati,Fabio Crestani Pdf

This book constitutes the refereed proceedings of the Third International Conference on the Theory of Information Retrieval, ICTIR 2011, held in Bertinoro, Italy, in September 2011. The 25 revised full papers and 13 short papers presented together with the abstracts of two invited talks were carefully reviewed and selected from 65 submissions. The papers cover topics ranging from query expansion, co-occurence analysis, user and interactive modelling, system performance prediction and comparison, and probabilistic approaches for ranking and modelling IR to topics related to interdisciplinary approaches or applications. They are organized into the following topical sections: predicting query performance; latent semantic analysis and word co-occurrence analysis; query expansion and re-ranking; comparison of information retrieval systems and approximate search; probability ranking principle and alternatives; interdisciplinary approaches; user and relevance; result diversification and query disambiguation; and logical operators and descriptive approaches.

Introduction to Information Retrieval

Author : Christopher D. Manning,Prabhakar Raghavan,Hinrich Schütze
Publisher : Cambridge University Press
Page : 128 pages
File Size : 55,6 Mb
Release : 2008-07-07
Category : Computers
ISBN : 9781139472104

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Introduction to Information Retrieval by Christopher D. Manning,Prabhakar Raghavan,Hinrich Schütze Pdf

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.