Active Learning in Recommender Systems

 

For Additional Information on Active Learning in Recommender Systems see:

  • [PDF] [html] [presentation] N. Rubens, D. Kaplan, and M. Sugiyama, “Active learning in recommender systems,” , P. B. Kantor, F. Ricci, L. Rokach, and B. Shapira, Eds., Springer, 2011, pp. 735-767.
    [Bibtex]
    @INCOLLECTION{RubensRecSysHB2010,
    author = {Neil Rubens and Dain Kaplan and Masashi Sugiyama},
    title = {Active Learning in Recommender Systems},
    booktitle = {Recommender Systems Handbook},
    publisher = {Springer},
    year = {2011},
    editor = {P.B. Kantor and F. Ricci and L. Rokach and B. Shapira},
    pages = {735-767},
    doi = {10.1007/978-0-387-85820-3_23},
    html_file = {al-rshb2011},
    num_citations = {2},
    num_presentation_views = {30},
    pdf_file = {Rubens-Active-Learning-RecSysHB2010.pdf},
    presentation = {http://www.slideshare.net/nrubens/active-learning-in-recommender-systems}
    }

    Impact: presentaiton views > 30 # of citations > 2

Active Intelligence Group (University of Electro-Communications)

Mehdi Elahi at the group of Prof. Ricci (Free University of Bozen-Bolzano)

For Additional Information on Active Learning see:

RecSys Wiki
WikiPedia: Cold Start
Active Learning Literature Survey (Settles)
WikiPedia: Active Learning

For Additional Information on Recommender Systems see:

ACM Recommender Systems Conference (RecSys)
WikiPedia: Recommender System
Towards the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions 

Various:
keywords: active learning, AL, recommender systems, RS, ALRS 

RecSys html-paper-link 

 

3 Responses to Active Learning in Recommender Systems

  1. liwa says:

    My name Liwa
    I study in master course
    Computers and systems

  2. liwa says:

    I need this book for prepare the research

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