Proseminar SS 2000

"Intelligentes Suchen in Informationssystemen"

Prof. Dr.-Ing. Gerhard Weikum (weikum@cs.uni-sb.de)
Dipl.-Inform. Anja Theobald (theobald@cs.uni-sb.de)
Dipl.-Inform. Arnd Christian König (koenig@cs.uni-sb.de)
 

jeweils Dienstag, 16:15 in Raum 36/306

Literatur zur generellen Einstimmung:

  1. V.N. Gudivada, V.V. Raghavan, W.I. Grosky, R. Kasanagottu:

    2. Information Retrieval on the World Wide Web,
    IEEE Internet Computing Vol.1 No.5, 1997
  2. U. Fayyad:

    3. Mining Databases: Towards Algorithms for Knowledge Discovery,
    IEEE CS Data Engineering Bulletin Vol.21 No.1, 1998
Dienstag, 2. Mai

0) Database and Information Retrieval Technology

  1. G. Weikum, Manuskript der Vorlesung "Datenbanksysteme", Wintersemester 1999,

    2. Universität des Saarlandes, Saarbrücken, Kapitel 3: Datenmanipulationssprache SQL
    und Kapitel 16: Dokumenten- und Multimedia-Retrieval
Dienstag, 30. Mai

1) Web Retrieval

  1. J. Kleinberg:

    2. Authoritative Sources in a Hyperlinked Environment,
    Journal of the ACM Vol.46 No.5, 1999
  2. S. Brin, L. Page:

    3. The Anatomy of a Large-Scale Hypertextual Web Search Engine,
    WWW Conference, 1998
2) XML Querying (auf 06.06.00 verlegt - A. Theobald, A.-C. König)
  1. Alin Deutsch, Mary Fernandez, Daniela Florescu, Alon Levy, Dan Suciu:

    2. XML-QL: A Query Language for XML,
    W3C Technical Note, 1998
  2. Daniela Florescu, Donald Kossmann:

    3. Integrating Keyword Search into XML Query Processing,
    INRIA Technical Report , INRIA , December , 1999,
    to appear in: WWW Conference, 2000

Dienstag, 6. Juni

3) Web Meta Search

  1. L. Gravano, H. Garcia-Molina, A. Tomasic:

    2. GlOSS: Text-Source Discovery over the Internet,
    ACM Transactions on Database Systems Vol.24 No.2, 1999
  2. W. Meng, K.-L. Liu, C. Yu, X. Wang, Y. Chang, N. Rishe:

    3. Determining Text Databases to Search in the Internet,
    VLDB Conference, 1998
4) Latent Semantic Indexing (ausgefallen)
  1. Michael W. Berry, Susan T. Dumais:

    2. Using Linear Algebra for Intelligent Information Retrieval,
    SIAM Review Vol.37 No.4, pp.573-595
  2. Thomas Hofmann:

    3. Probabilistic Latent Semantic Indexing,
    ACM SIGIR Conference, 1999
Dienstag, 13. Juni

5) Similarity Search for Multimedia Data (ausgefallen)

  1. C. Faloutsos, W. Equitz, M. Flickner, W. Niblack, D. Petkovic, R. Barber:

    2. Efficient and Effective Querying by Image Content,
    Journal of Intelligent Information Systems Vol.3 No.3/4, 1994
  2. A. Natsev, R. Rastogi, K. Shim:

    3. WALRUS: A Similarity Retrieval Algorithm for Image Databases,
    SIGMOD Conference, 1999
6) Clustering of High-dimensional Data
  1. Alexander Hinneburg & Daniel A. Keim:

    2. Optimal Grid-Clustering: Towards Breaking the Curs of Dimensionality in High-Dimensional Clustering,
    VLDB 1999, p. 506 - 517
  2. Alexander Hinneburg & Daniel A. Keim:

    3. An Efficient Approach to Clustering in Large Multimedia Databases with Noise,
    SIGKDD 1998, p. 58-65
Dienstag, 20. Juni

7) Classification Trees for Multidimensional Data

  1. J. Gehrke, V. Ganti, R. Ramakrishnan, W. Loh:

    2. BOAT - Optimistic Decision Tree Construction,
    SIGMOD 1999, p. 169-180
  2. J. Gehrke, R. Ramakrishnan, V. Ganti:

    3. Rainforest - A Framework for Fast Decision Tree Construction of Large Datasets,
    VLDB 1998, p. 416 - 427
8) Document Categorization
  1. K. Nigam, A.K. McCallum, S. Thrun, T. Mitchell:

    2. Text Classification from Labeled and Unlabeled Documents Using EM,
    Machine Learning Vol.38, 2000
  2. David D. Lewis:

    3. Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval,
    European Conference on Machine Learning, 1998
Dienstag, 27. Juni

9) Association Rules

  1. Christian Hidber:

    2. Online Association Rule Mining,
    SIGMOD 1999, p. 145-15
  2. Charu C. Aggarwal, Philip S. Yu:

    3. Online Generation of Association Rules,
    ICDE 1998, p. 402 - 411
    (Kopiervorlage kann am Lehrstuhl entliehen werden)
10) Correlation and Causal Rules:
  1. S. Brin, R. Motwani, C. Silverstein:

    2. Beyond Market Baskets: Generalizing Association Rules to Correlations,
    SIGMOD Conference, 1997
  2. C. Silverstein, S. Brin, R. Motwani, J. Ullman:

    3. Scalable Techniques for Mining Causal Structures,
    VLDB 1998, p. 594 - 605
Dienstag, 04. Juli

11) Similarity Search for Multimedia Data

  1. C. Faloutsos, W. Equitz, M. Flickner, W. Niblack, D. Petkovic, R. Barber:

    2. Efficient and Effective Querying by Image Content,
    Journal of Intelligent Information Systems Vol.3 No.3/4, 1994
  2. A. Natsev, R. Rastogi, K. Shim:

    3. WALRUS: A Similarity Retrieval Algorithm for Image Databases,
    SIGMOD Conference, 1999