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<title>LBSC 796/INFM 718R: Information Retrieval Systems | Spring, 2006 | Readings</title>
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<h2>LBSC 796/INFM 718R: Readings</h2>
<p>The required textbook is <i>Modern Information Retrieval</i>, by
Ricardo Baeza-Yates and Berthier Ribeiro-Neto, 1999, Addison Wesley.
There is a <a
href="http://www.sims.berkeley.edu/~hearst/irbook/">website associated
with the book</a>, which has a few chapters online.</p>
<p>Note that all readings are to be completed <i>before</i> class.</p>
<p><b>Quick links:</b>
Session <a href="#session1">1</a> | <a href="#session2">2</a> |
<a href="#session3">3</a> | <a href="#session4">4</a> |
<a href="#session5">5</a> | <a href="#session6">6</a> |
<a href="#session8">8</a> | <a href="#session9">9</a> |
<a href="#session10">10</a> | <a href="#session11">11</a> |
<a href="#session12">12</a>
</p>
<p><a name="session1"><b>Session 1: Introduction</b></a> (January 30)</p>
<ul>
<li>Chapter 1 (Introduction) in <i>Modern Information Retrieval</i>.
If do not have the book yet, this chapter <a
href="http://www.sims.berkeley.edu/~hearst/irbook/chapters/chap1.html">can
be found on-line</a>.</li>
<li>Tefko Saracevic. (1999) <a href="http://www.scils.rutgers.edu/~tefko/JASIS1999.pdf">Information Science</a>. Journal of the American Society for Information Science, 50(12), 1051-1063.</li>
<!-- http://pi0959.kub.nl/Paai/Onderw/V-I/Content/history.html
The retrieval of information from historical perspective -->
</ul>
<p><a name="session2"><b>Session 2: Evaluation</b></a> (February 6)</p>
<ul>
<li>Chapter 3 (Retrieval Evaluation) in <i>Modern Information Retrieval</i>.</li>
<li>Stefano Mizzaro. (1999) <a href="http://www.dimi.uniud.it/~mizzaro/research/papers/IwC.pdf">How Many Relevances in Information Retrieval?</a> Interacting With Computers, 10(3), 305--322.</li>
</ul>
<p><a name="session3"><b>Session 3: Boolean and Vector Space Models</b></a> (February 13)</p>
<ul>
<li>Chapter 2 (Modeling) in <i>Modern Information Retrieval</i>.</li>
</ul>
<p><a name="session4"><b>Session 4: Probabilistic Models</b></a> (February 21)</p>
<ul>
<li>Djoerd Hiemstra and Arjen de Vries. (2000) <a href="papers/Hiemstra00.pdf">Relating the New Language Models of Information Retrieval to the Traditional Retrieval Models.</a> Technical Report, TR-CTIT-00-09, Centre for Telematics and Information Technology.</li>
<li>David R. H. Miller and Tim Leek and Richard M. Schwartz. (1999) <a href="papers/MillerD99.pdf">A Hidden Markov Model Information Retrieval System.</a> Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 1999).</li>
<li>Go back and re-read 2.4 through 2.5.3 in <i>Modern Information Retrieval</i>. The goal here is to see if you can better decipher the math given a better understanding of boolean and vector space models.</li>
</ul>
<p><a name="session5"><b>Session 5: Indexing</b></a> (February 27)</p>
<ul>
<li>Chapter 4 (Query Languages) in <i>Modern Information Retrieval</i>.</li>
<li>Section 1 and 2 of Chapter 7 (Text Operations) in <i>Modern Information Retrieval</i>.</li>
<li>Chapter 1, 2, and 4 in Chapter 8 (Indexing and Searching) in <i>Modern Information Retrieval</i>.</li>
</ul>
<p><a name="session6"><b>Session 6: Representing the Meaning of Documents</b></a> (March 6)</p>
<ul>
<li>George A. Miller. (1995) <a href="http://www.acm.org/pubs/articles/journals/cacm/1995-38-11/p39-miller/p39-miller.pdf">WordNet: A Lexical Database for English.</a> Communications of the ACM, 38(11):39-41. (The paper is accessible via the ACM Digital Library; you need to be on campus.)</li>
<li>Alan. F. Smeaton. (1995) <a href="papers/Smeaton95tutorial.pdf">Natural Language Processing and Information Retrieval.</a> Tutorial Presented at the Second European Summer School in Information Retrieval (ESSIR'95). Start from Section 3: Overview of NLP (page 17).</li>
</ul>
<p><a name="session8"><b>Session 8: Relevance Feedback</b></a> (March 27)</p>
<ul>
<li>Chapter 5 (Query Operations) in <i>Modern Information Retrieval</i>.</li>
</ul>
<p><a name="session9"><b>Session 9: User Interaction</b></a> (April 3)</p>
<ul>
<li>Chapter 10 (User Interfaces and Visualization) in <i>Modern Information Retrieval</i>.</li>
</ul>
<p><a name="session10"><b>Session 10: Clustering, Categorization, and Filtering</b></a> (April 10)</p>
<ul>
<li>Efthimis N. Efthimiadis and Stephen E. Robertson. (1989) <a href="papers/Efthimiadis89.pdf">Feedback and Interaction in Information Retrieval.</a> In Charles Oppenheim, ed., Perspectives in Information Management. London: Butterworth.</li>
<li>Gerard Salton and Chris Buckley. (1990) <a href="papers/Salton90.pdf">Improving Retrieval Performance by Relevance Feedback.</a> Journal of the American Society for Information Science, 41(4):288-297.</li>
</ul>
<p><a name="session11"><b>Session 11: Multimedia and Cross-Language Retrieval</b></a> (April 17)</p>
<ul>
<li>Daqing He, Douglas W. Oard, Jianqiang Wang, Jun Luo, Dina Demner-Fushman, Kareem Darwish, Philip Resnik, Sanjeev Khudanpur, Michael Nossal, Michael Subotin, Anton Leuski. (2003) <a href="http://doi.acm.org/10.1145/979872.979876">Making MIRACLEs: Interactive Translingual Search for Cebuano and Hindi.</a> ACM Transactions on Asian Language Information Processing (TALIP), 2(3):219-244. (The paper is accessible via the ACM Digital Library; you need to be on campus.)</li>
<li>Vekant N. Gudivada and Vijay V. Raghavan. (1997) <a href="http://dx.doi.org/10.1016/S0306-4573(97)00007-1">Modeling and Retrieving Images by Content.</a> Information Processing and Management, 33(4)427-452. (The paper is accessible via ScienceDirect; you need to be on campus.)</li>
<li>Howard D. Wactlar, Alexander G. Hauptmann, Michael G. Christel, Ricky A. Houghton, Andreas M. Olligschlaeger. (2000) <a href="http://doi.acm.org/10.1145/328236.328144">Complementary Video and Audio Analysis for Broadcast News Archives.</a> Communications of the ACM, 43(2):42-47. (The paper is accessible via the ACM Digital Library; you need to be on campus.)</li>
</ul>
<p><a name="session12"><b>Session 12: Question Answering</b></a> (April 24)</p>
<ul>
<li>Lynette Hirschman and Robert Gaizauskas. (2001) <a href="papers/Hirschman01.pdf">Natural Language Question Answering: The View from Here.</a> Natural Language Engineering, 7(4), 275-300.</li>
<li>Ellen M. Voorhees. (2003) <a href="papers/Voorhees03.pdf">Evaluating the Evaluation: A Case Study Using the TREC 2002 Question Answering Track.</a> (2003) Proceedings of the 2003 Human Language Technology Conference and the North American Chapter of the Association for Computational Linguistics Annual Meeting (HLT/NAACL 2003).</li>
<!--li>Rohini Srihari and Wei Li. (1999) <a href="papers/Srihari99.pdf">Information Extraction Supported Question Answering.</a> (1999) Proceedings of the Eighth Text REtrieval Conference (TREC-8).</li-->
<li>John Prager, Eric Brown, and Anni Coden. (2000) <a href="papers/Prager00.pdf">Question-Answering by Predictive Annotation.</a> Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2000).</li>
<li>Eric Brill, Jimmy Lin, Michele Banko, Susan Dumais, and Andrew Ng. <a href="papers/Brill01.pdf">Data-Intensive Question Answering.</a> Proceedings of the Tenth Text REtrieval Conference (TREC 2001).</li>
</ul>
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