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Text Mining Research Summary Report Fall 2011

This report summarizes research works in text mining, including probabilistic models, knowledge discovery, expertise ranking, and query log analysis. It covers key insights and progress updates in the field.

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Text Mining Research Summary Report Fall 2011

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  1. Summary Report, Fall 2011 • Research: • A book chapter: “Probabilistic Models for Text Mining”, Yizhou Sun, Hongbo Deng and Jiawei Han, pp. 257-294,  Mining Text Data, Kluwer Academic Publishers, 2012. • Major revision of a journal paper: “Web-Scale Knowledge Discovery and Information Extraction”, Heng Ji, Hongbo Deng and Jiawei Han • Resubmit a conference paper: “Modeling and Exploiting Heterogeneous Sources for Expertise Ranking” • Work on twitter and news: “Combine rich content from news, and rich social/information network from twitter” [Progress: 10%] • Work on query log analysis: “Inferring Global and Local Query Intents to Diversify Query Suggestion” [Progress: 60%] • Services: • PC : WSDM’12, WWW’12 • Reviewer: TKDE

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