Another Word For It Patrick Durusau on Topic Maps and Semantic Diversity

November 6, 2013

Introduction to Information Retrieval

Filed under: Classification,Indexing,Information Retrieval,Probalistic Models,Searching — Patrick Durusau @ 5:10 pm

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

A bit dated now (2008) but the underlying principles of information retrieval remain the same.

I have a hard copy but the additional materials and ability to cut-n-paste will make this a welcome resource!

We’d be pleased to get feedback about how this book works out as a textbook, what is missing, or covered in too much detail, or what is simply wrong. Please send any feedback or comments to: informationretrieval (at) yahoogroups (dot) com

Online resources

Apart from small differences (mainly concerning copy editing and figures), the online editions should have the same content as the print edition.

The following materials are available online. The date of last update is given in parentheses.

Information retrieval resources

A list of information retrieval resources is also available.

Introduction to Information Retrieval: Table of Contents

Front matter (incl. table of notations) pdf

01   Boolean retrieval pdf html

02 The term vocabulary & postings lists pdf html

03 Dictionaries and tolerant retrieval pdf html

04 Index construction pdf html

05 Index compression pdf html

06 Scoring, term weighting & the vector space model pdf html

07 Computing scores in a complete search system pdf html

08 Evaluation in information retrieval pdf html

09 Relevance feedback & query expansion pdf html

10 XML retrieval pdf html

11 Probabilistic information retrieval pdf html

12 Language models for information retrieval pdf html

13 Text classification & Naive Bayes pdf html

14 Vector space classification pdf html

15 Support vector machines & machine learning on documents pdf html

16 Flat clustering pdf html Resources.

17 Hierarchical clustering pdf html

18 Matrix decompositions & latent semantic indexing pdf html

19 Web search basics pdf html

20 Web crawling and indexes pdf html

21 Link analysis pdf html

Bibliography & Index pdf

bibtex file bib

No Comments

No comments yet.

RSS feed for comments on this post.

Sorry, the comment form is closed at this time.

Powered by WordPress