Lecture Notes in Artificial Intelligence

Inductive Logic Programming

16th International Conference, ILP 2006, Santiago de Compostela, Spain, August 24-27, 2006, Revised Selected Papers

Editors: Muggleton, Stephen, Otero, Ramon, Tamaddoni-Nezhad, Alireza (Eds.)

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About this book

The inherent dangers of change are often summed up in the misquoted Chinese curse “May you live in interesting times.” The submission procedure for the 16th International Conference of Inductive Logic Programming (ILP 2006) was a radical (hopefully interesting but not cursed) departure from previous years. Submissions were requested in two phases. The ?rst phase involved submission of short papers (three pages) which were then presented at the conference and included in a short papers proceedings. In the second phase, reviewers selected papersforlongpapersubmission(15pagesmaximum).Thesewerethenassessed by the same reviewers, who then decided which papers to include in the journal special issue and proceedings. In the ?rst phase there were a record 77 papers, comparedto the usual20 orso long papersofpreviousyears.Eachpaper was- viewed by three reviewers. Out of these, 71 contributors were invited to submit long papers. Out of the long paper submissions, 7 were selected for the - chine Learning Journal special issue and 27 were accepted for the proceedings. In addition, two papers were nominated by Program Committee referees for the applications prize and two for the theory prize. The papers represent the div- sity and vitality in present ILP research including ILP theory, implementations, search and phase transition, distributed and large-scale learning, probabilistic ILP, biological applications, natural language learning and planning and action learning.

Table of contents (39 chapters)

  • Actions, Causation and Logic Programming

    Lifschitz, Vladimir

    Pages 1-1

  • Challenges to Machine Learning: Relations Between Reality and Appearance

    McCarthy, John

    Pages 2-9

  • First-Order Probabilistic Languages: Into the Unknown

    Milch, Brian (et al.)

    Pages 10-24

  • Integration of Learning and Reasoning Techniques

    Selman, Bart

    Pages 25-25

  • Injecting Life with Computers

    Shapiro, Ehud

    Pages 26-26

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-540-73847-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.00
price for USA
  • ISBN 978-3-540-73846-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Inductive Logic Programming
Book Subtitle
16th International Conference, ILP 2006, Santiago de Compostela, Spain, August 24-27, 2006, Revised Selected Papers
Editors
  • Stephen Muggleton
  • Ramon Otero
  • Alireza Tamaddoni-Nezhad
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
4455
Copyright
2007
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-73847-3
DOI
10.1007/978-3-540-73847-3
Softcover ISBN
978-3-540-73846-6
Edition Number
1
Number of Pages
XII, 456
Topics