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Courses in Summer term 2006/7 / Seminar on Text Mining / readings:

List of readings (ee = link to electronic edition; ask me for the other references):

  1. -- Introduction --
  2. -- Named Entity Recognition. Speaker: ---
    1. [ee] Bernardo Magnini, Matteo Negri, Roberto Prevete , Hristo Tanev (2002): A WordNet-based approach to Named Entities recognition Association for Computational Linguistics, pp. 1-7.

    2. Further Reading (optionally):
  3. Wed. 06.06 Google-PageRank. Speaker: Dennis Holzberg
    1. [ee] Sergey Brin, Lawrence Page (1998): The anatomy of a large-scale hypertextual Web search engine WWW7: Proceedings of the seventh international conference on World Wide Web 7, pp. 107--117.

    2. Further Reading (optionally):
  4. Wed. 13.06 Word Sense Disambiguation. Speaker: Carsten Witzke
    1. [ee] Ted Pedersen, Satanjeev Banerjee, Siddharth Patwardhan (2005): Maximizing Semantic Relatedness to Perform Word Sense Disambiguation Research Report UMSI 2005/25, University of Minnesota Supercomputing Institute.

    2. Further Reading (optionally):
  5. Wed. 20.06 Text Summarization. Speaker: Dominik Lubian
    1. [ee] Regina Barzilay, Kathleen R. McKeown (2005): Sentence Fusion for Multidocument News Summarization Comput. Linguist., pp. 297--328.

    2. Further Reading (optionally):
  6. Wed. 27.06 Sentiment Analysis. Speaker: Benedikt Nienhaus
    1. [ee] Bo Pang, Lillian Lee (2004): A sentimental education: sentiment analysis using subjectivity summarization based on minimum cuts ACL '04: Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics, pp. 271-279.

    2. Further Reading (optionally):
  7. Wed. 27.06 Overview of Text Mining Speaker: Ben Thomas
    1. [ee] Andreas Hotho, Andreas Nürnberger, Gerhard Paaß (2005): A Brief Survey of Text Mining LDV Forum - GLDV Journal for Computational Linguistics and Language Technology, pp. 19-62.

    2. Further Reading (optionally):
  8. --- Text analytics. Speaker: ---
    1. [ee] Mark Dredze, Tessa Lau , Nicholas Kushmerick (2006): Automatically classifying emails into activities IUI '06: Proceedings of the 11th international conference on Intelligent user interfaces, pp. 70--77.

    2. Further Reading (optionally):
  9. --- Text Clustering. Speaker: ---
    1. [ee] Florian Beil, Martin Ester, Xiaowei Xu (2002): Frequent term-based text clustering KDD '02: Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 436--442.

    2. Further Reading (optionally):
  10. --- Information Extraction by Rule Induction. Speaker: ---
    1. [ee] Fabio Ciravegna (2001): Adaptive Information Extraction from Text by Rule Induction and Generalisation Proceedings of the 17th IJCAI, Seattle.

    2. Further Reading (optionally):
  11. --- Technology. Speaker: ---
    1. [ee] Hamish Cunningham, Diana Maynard, Kalina Bontcheva, Valentin Tablan (2001): GATE: an architecture for development of robust HLT applications ACL '02: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, pp. 168--175.

    2. Further Reading (optionally):