CS598-CXZ Advanced Topics in Information Retrieval (Spring 2005)
Instructor: ChengXiang Zhai
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Readings
Web
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M. Carl Drott , 1998,
Using Web server logs to improve site design , ACM SIGDC 1998.
- Assessing Web Site Usability from Server Log Files White Paper
- Integrating topics and syntax. T. Griffiths, M. Steyvers, D. Blei, and J. Tenenbaum. In press, Advances in Neural Information Processing Systems (NIPS) 17, 2004.
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Dragomir Radev and Weiguo Fan. Automatic summarization of search engine hit lists. In Proceedings, ACL Workshop on Recent Advances in NLP and IR, Hong Kong, October 2000.
- Sugiyama and others, Adaptive Web Search Based on User Profile
Constructed without Any Effort from Users, WWW 2004.
- Cimiano and others, Towards the Self-Annotating Web, WWW 2004
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"Web Customization Using Behavior-Based Remote Executing
Agents," by Eugene Hung, and Joseph Pasquale from WWW2004.
- Deng Cai and others, Block-based Web Search, SIGIR 2004
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"Predictive Caching and Prefetching of Query Results
in Search Engines," by Ronny Lempel and Shlomo from www2003.
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Web Customization Using Behavior-Based Remote Executing
Agents," by Eugene Hung, and Joseph Pasquale from WWW2004
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“Using URLs and Table Layout for Web Classification Tasks” (L. K. Shih, D. R.
Karger, Massachusetts Institute of Technology)
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“Evaluating Strategies for Similarity Search on the Web” (Taher H.
Haveliwala, Aristades Gionis, Dan Klein, Piotr Indyk)
Email
- A personal email assistant,
Ruth Bergman, Martin Griss, Carl Staelin
- Information Extraction from Multi-Document Threads
David Masterson and Nicholas Kushmerick
- ReMail: A Reinvented Email Prototype
Steven L. Rohall, Dan Gruen, Paul Moody, Martin Wattenberg, Mia Stern,
Bernard Kerr, Bob Stachel, Kushal Dave, Robert Armes, Eric Wilcox
- Generating Overview Summaries of Ongoing Email Thread Discussions
Stephen Wan
Kathy McKeown
- Toward indicative discussion fora summarization,
Mike Klaas
- Shrestha and McKeown, Detection of Question-Answer Pairs in Email Conversations, COLING 04
- G. Cormack and T. Lynam, A Study of Supervised Spam Detection Applied to Eight Months of Personal Email
- Byron Dom, Iris Eiron, Alex Cozzi and Yi Zhang, Graph-based ranking algorithms for e-mail expertise analysis, DMKD 04
- A. Culotta, R. Bekkerman, and A. McCallum. Extracting social networks and the contact information from email and the Web. CEAS 04
- Schleimer, S., D. Wilkerson and A. Aiken (2003) Winnowing: local algorithms
for document fingerprinting. Proceedings of SIGMOD 2003. San Diego, CA.
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Chung-Kwei: a Pattern-discovery-based System for the Automatic
Identification of Unsolicited E-mail Messages (SPAM)
Isidore Rigoutsos, Tien Huynh, CEAS 2004
- Gregory L. Wittel and S. Felix Wu, "On Attacking Statistical Spam Filters." CEAS
2004.
Literature