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Advances in information retrieval : recent research from the Center for Intelligent Information Retrieval

Author: W Bruce Croft; Center for Intelligent Information Retrieval.
Publisher: New York : Kluwer Academic, ©2002.
Series: Kluwer international series on information retrieval, 7.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Advances in information retrieval.
New York : Kluwer Academic, ©2002
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: W Bruce Croft; Center for Intelligent Information Retrieval.
ISBN: 0306470195 9780306470196
OCLC Number: 50321333
Description: 1 online resource (xv, 306 pages) : illustrations.
Contents: Combining approaches to information retrieval / W. Bruce Croft --
The use of exploratory data analysis in information retrieval research / Warren R. Greiff --
Language models for relevance feedback / Jay M. Ponte --
Topic detection and tracking : event clustering as a basis for first story detection / Ron Papka, James Allan --
Distributed information retrieval / Jamie Callan --
Topic-based language models for distributed retrieval / Jinxi Xu, W. Bruce Croft --
The effect of collection organization and query locality on information retrieval system performance / Zhihong Lu, Kathryn S. McKinley --
Cross-language retrieval via transitive translation / Lisa A. Ballesteros --
Building, testing, and applying concept hierarchies / Mark Sanderson, Dawn Lawrie --
Appearance-based global similarity retrieval of images / S. Ravela, C. Luo.
Series Title: Kluwer international series on information retrieval, 7.
Responsibility: edited by W. Bruce Croft.

Abstract:

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.

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