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πŸ“

Advanced Topics in Information Retrieval

✍ Scribed by Maristella Agosti (auth.), Massimo Melucci, Ricardo Baeza-Yates (eds.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2011
Tongue
English
Leaves
307
Series
The Information Retrieval Series 33
Edition
1
Category
Library

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✦ Synopsis


Information retrieval is the science concerned with the effective and efficient retrieval of documents starting from their semantic content. It is employed to fulfill some information need from a large number of digital documents. Given the ever-growing amount of documents available and the heterogeneous data structures used for storage, information retrieval has recently faced and tackled novel applications.

In this book, Melucci and Baeza-Yates present a wide-spectrum illustration of recent research results in advanced areas related to information retrieval. Readers will find chapters on e.g. aggregated search, digital advertising, digital libraries, discovery of spam and opinions, information retrieval in context, multimedia resource discovery, quantum mechanics applied to information retrieval, scalability challenges in web search engines, and interactive information retrieval evaluation. All chapters are written by well-known researchers, are completely self-contained and comprehensive, and are complemented by an integrated bibliography and subject index.

With this selection, the editors provide the most up-to-date survey of topics usually not addressed in depth in traditional (text)books on information retrieval. The presentation is intended for a wide audience of people interested in information retrieval: undergraduate and graduate students, post-doctoral researchers, lecturers, and industrial researchers.

✦ Table of Contents


Front Matter....Pages I-XXXI
Digital Libraries....Pages 1-26
Scalability Challenges in Web Search Engines....Pages 27-50
Spam, Opinions, and Other Relationships: Towards a Comprehensive View of the Web Knowledge Discovery....Pages 51-82
The User in Interactive Information Retrieval Evaluation....Pages 83-107
Aggregated Search....Pages 109-123
Quantum Mechanics and Information Retrieval....Pages 125-155
Multimedia Resource Discovery....Pages 157-186
Information Retrieval in Context....Pages 187-207
Digital Advertising: An Information Scientist’s Perspective....Pages 209-237
Back Matter....Pages 239-274

✦ Subjects


Information Storage and Retrieval; Information Systems Applications (incl.Internet)


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