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    NIPS
    2004
    116views Information Technology» more  NIPS 2004»
    A Machine Learning Approach to Conjoint Analysis
    15 years 1 months ago
    A Machine Learning Approach to Conjoint Analysis
    Download  books.nips.cc
    Choice-based conjoint analysis builds models of consumer preferences over products with answers gathered in questionnaires. Our main goal is to bring tools from the machine learni...
    Olivier Chapelle, Zaïd Harchaoui
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    AAAI
    2006
    90views Intelligent Agents» more  AAAI 2006»
    Preference Elicitation and Generalized Additive Utility
    15 years 1 months ago
    Preference Elicitation and Generalized Additive Utility
    Download  www.aaai.org
    Any automated decision support software must tailor its actions or recommendations to the preferences of different users. Thus it requires some representation of user preferences ...
    Darius Braziunas, Craig Boutilier
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    ATAL
    2004
    Springer
    66views Intelligent Agents» more  ATAL 2004»
    Preference Elicitation without Numbers
    15 years 5 months ago
    Preference Elicitation without Numbers
    Download  www.cs.vu.nl
    The development of autonomous multi-agent systems acting upon the interests of one or more users involves the elicitation of preferences of these users. In decision theory, models...
    P. H. M. P. Roelofsma, Martijn C. Schut
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    EACL
    2009
    ACL Anthology
    105views Natural Language Processing» more  EACL 2009»
    Sentiment Summarization: Evaluating and Learning User Preferences
    16 years 12 days ago
    Sentiment Summarization: Evaluating and Learning User Preferences
    Download  www1.cs.columbia.edu
    We present the results of a large-scale, end-to-end human evaluation of various sentiment summarization models. The evaluation shows that users have a strong preference for summar...
    Kevin Lerman, Sasha Blair-Goldensohn, Ryan T. McDo...
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    EACL
    2003
    ACL Anthology
    89views Natural Language Processing» more  EACL 2003»
    Evaluating and Combining Approaches to Selectional Preference Acquisition
    15 years 1 months ago
    Evaluating and Combining Approaches to Selectional Preference Acquisition
    Download  homepages.inf.ed.ac.uk
    Previous work on the induction of selectional preferences has been mainly carried out for English and has concentrated almost exclusively on verbs and their direct objects. In thi...
    Carsten Brockmann, Mirella Lapata
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