lu.se

Elektro- och informationsteknik

Lunds Tekniska Högskola | Lunds universitet

EITN01 Webb-intelligens och informationssökning

Föreläsningar

2012/2013


Lectures will be given on Thursdays 10-12 in E:2311

The lectures will follow the course book with some additional material.

  1. IR models, LSI, Evaluation. Chapter 1, 3, 4, (13).
    LSI
    Slides
  2. Ranking, Query languages. Chapter 3, 5, 7, 13.
    The PageRank Citation Ranking: Bringing Order to the Web. Page, Lawrence and Brin, Sergey and Motwani, Rajeev and Winograd, Terry (1999)
    PageRank
    Authoritative Sources in a Hyperlinked Environment. Kleinberg, Jon (1999).
    Slides
  3. Text preprocessing, NLP,  Feature extraction.  Chapter 6, 8, (13).
    Slides
  4. LSI, Classification, SVM. Chapter 3.4.2, 8.
    LSI
    SVM
    Text Categorization with Support Vector Machines: Learning with Many Relevant Features. Joachims, T (1998).
    Slides
  5. Search Engines, Web search. Chapter 2, 11, 12.
    Slides
  6. Recommender systems, Database techniques, example systems. Chapter 9.
    Toward the Next Generation of Recommender systems: A survey of the State-of-the-Art and Possible Extensions. Adomavicius, G and Tuzhilin, A. (2005) ; Sections 1 - 2
    Slides
  7. User Interface, Digital Libraries. Chapter 2, 17.
    Slides
  8. Summary slides


    A freely available IR book: Introduction to Information Retrieval by Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Cambridge University Press. 2008. Covers aproximately the same methods as the course book, but in a slightly different way.
Reading hints for Ricardo Baeza-Yates, Berthier Ribeiro-Neto: "Modern Information Retrieval", Addison-Wesley 2011, ISBN: 978-0-321-41691-9 (Second Edition).

All sections named "Trends and Research Issues" and "Bibliographic Discussion": Overview, orientation

Chapters and sections

1:  Overview, orientation

2: Concepts, methods

3: Detailed
    except  3.3.3 Skip
                3.4.1 Skip
                3.5 Skip

4: 4.1 Detailed
    4.2 Concepts, methods
    4.3 Detailed
    4.4 Concepts, methods
    4.5 Overview, orientation

5: 5.1 - 5.2 Concepts, methods
    5.3 Detailed except 5.3.2 Skip
    5.4, 5.5, 5.6 Overview, orientation

6: Detailed
    except 6.4 Concepts, methods
               6.7 Overview, orientation
               6.8 Skip

7: Detailed

8: Detailed
    except 8.3 Concepts, methods
               8.5 Concepts, methods
               8.6 Overview, orientation
               8.7 Skip

9: 9.1, 9.2 Detailed
       except 9.2.7 Overview, orientation
    9.3 - 9.6 Skip

10: Skip

11: Detailed

12: Concepts, methods

13:Overview, orientation

14: Skip

15: Skip

16: Skip

17: Concepts, methods

Appendix A: Overview, orientation


    OLD BOOK
    Reading hints for Ricardo Baeza-Yates, Berthier Ribeiro-Neto: "Modern Information Retrieval", Addison-Wesley 1999, ISBN: 0-201-39829-X (First Edition).

    All sections named "Trends and Research Issues" and "Bibliographic Discussion": Overview, orientation

     

    Chapters and sections

    1: Overview, orientation

    2: Detailed
       except
         2.6.1: Skip
         2.7.1: Skip
         2.8: Skip
    3:
      3.1: Detailed
      3.2: Detailed
      3.3: Concepts, methods

    4: Detailed

    5:
      5.1: Concepts, methods
      5.2: Concepts, methods
        5.2.2: Overview, orientation
        5.2.3: Overview, orientation
      5.3: Overview, orientation
      5.4: Overview, orientation

    6:
     6.1: Detailed
     6.2: Detailed
     6.3: Detailed
     6.4: Concepts, methods
     6.5: Skip

    7:
     7.1: Detailed
     7.2: Detailed
     7.3: Concepts, methods
     7.4: Skip
     7.5: Skip

    8:
     8.1: Detailed
     8.2: Detailed
       8.2.2: Concepts, methods
     8.3: Skip
     8.4: Detailed
     8.5: Skip
     8.6: Skip
     8.7: Overview, orientation
     8.8: Skip

    9: Skip

    10:
     10.1: Overview, orientation
     10.2: Concepts, methods
     10.3: Concepts, methods
     10.4: Concepts, methods
     10.5: Detailed
     10.6: Overview, orientation
     10.7: Concepts, methods
     10.8: Overview, orientation

    11: Skip

    12: Skip

    13: Detailed
      except
       13.3: Concepts, methods
       13.8: Concepts, methods

    14: Skip

    15: Concepts, methods

    Appendix: Concepts, methods

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