CEUR-WS.org/Vol-770 - ECML PKDD 2011 Workshop on Discovery Challenge
[CEUR Workshop Proceedings] Vol-770

Copyright © 2011 for the individual papers by the papers' authors. Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors.

ECML/PKDD Discovery Challenge 2011

Proceedings of the ECML/PKDD Discovery Challenge Workshop

Athens, Greece, September 5, 2011.

Edited by

Tom Šmuc *
Nino Antonov-Fantulin *
Mikołaj Morzy **

* Rudjer Boskovic Institute, Bijenička 54, 10000 Zagreb, Croatia
** Poznan University of Technology, Pl.Marii Skłodowskiej-Curie 5, 60-965 Poznan, Poland

Complete workshop proceedings as one file (2.5 MB).

Table of Contents

  1. ECML-PKDD 2011 Discovery Challenge Overview 7-20
    Nino Antulov-Fantulin,Matko Bošnjak, Martin Žnidaršič, Miha Grčar, Mikołaj Morzy, Tomislav Šmuc
  2. Two Recommendation Algorithms Based on Deformed Linear Combinations 21-28
    Alexander D'yakonov
  3. A Hybrid Approach for Cold-start Recommendations of Videolectures 29-40
    Eleftherios Spyromitros-Xioufis, Emmanouela Stachtiari, Grigorios Tsoumakas, Ioannis Vlahavas
  4. Recommending VideoLectures with Linear Regression 41-50
    Martin Možina, Aleksander Sadikov, Ivan Bratko
  5. Recommender System Based on Purely Probabilistic Model from Pooled Sequence Statistics 51-58
    Javier A. Kreiner, Eitan Abraham
  6. OpenStudy: Recommendations of the Following Ten Lectures After Viewing a Set of Three Given Lectures 59-70
    Vladimir Nikulin
  7. Using Co-views Information to Learn Lecture Recommendations 71-82
    Haibin Liu, Sujatha Das, Dongwon Lee, Prasenjit Mitra, C. Lee Giles
  8. Lightweight Approach to the Cold Start Problem in the Video Lecture Recommendation 83-94
    Leo Iaquinta, Giovanni Semeraro
  9. Recommender System Based on Random Walks and Text Retrieval Approaches 95-102
    Max Chevalier, Taoufiq Dkaki, Damien Dudognon, Josiane Mothe
  10. Joint Features Regression for Cold-Start Recommendation on VideoLectures.Net 103-109
    Gokhan Capan, Ozgur Yilmazel

30-Aug-2011: submitted by Mikołaj Morzy
30-Aug-2011: published on CEUR-WS.org