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RecSys'11 workshop on human decision making in recommender systems

Published: 23 October 2011 Publication History

Abstract

Interacting with a recommender system means to take different decisions such as selecting a song/movie from a recommendation list, selecting specific feature values (e.g., camera's size, zoom) as criteria, selecting feedback features to be critiqued in a critiquing based recommendation session, or selecting a repair proposal for inconsistent user preferences when interacting with a knowledge-based recommender. In all these scenarios, users have to solve a decision task. The major focuses of this workshop (Decisions@RecSys) were approaches for efficient human decision making in different types of recommendation scenarios.

Cited By

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  • (2023)An Order-Complexity Aesthetic Assessment Model for Aesthetic-aware Music RecommendationProceedings of the 31st ACM International Conference on Multimedia10.1145/3581783.3612140(6938-6947)Online publication date: 26-Oct-2023
  • (2021)Humanized Recommender Systems: State-of-the-art and Research IssuesACM Transactions on Interactive Intelligent Systems10.1145/344690611:2(1-41)Online publication date: 21-Jul-2021
  • (2018)A Novel Recommender System Based on Apriori Algorithm for Requirements Engineering2018 Fifth International Conference on Social Networks Analysis, Management and Security (SNAMS)10.1109/SNAMS.2018.8554909(323-327)Online publication date: Oct-2018
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  1. RecSys'11 workshop on human decision making in recommender systems

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    Published In

    cover image ACM Conferences
    RecSys '11: Proceedings of the fifth ACM conference on Recommender systems
    October 2011
    414 pages
    ISBN:9781450306836
    DOI:10.1145/2043932

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 23 October 2011

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    Author Tags

    1. decision biases
    2. decision making
    3. decision psychology
    4. recommender algorithms
    5. recommender systems

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    RecSys '11
    Sponsor:
    RecSys '11: Fifth ACM Conference on Recommender Systems
    October 23 - 27, 2011
    Illinois, Chicago, USA

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    Overall Acceptance Rate 254 of 1,295 submissions, 20%

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    Cited By

    View all
    • (2023)An Order-Complexity Aesthetic Assessment Model for Aesthetic-aware Music RecommendationProceedings of the 31st ACM International Conference on Multimedia10.1145/3581783.3612140(6938-6947)Online publication date: 26-Oct-2023
    • (2021)Humanized Recommender Systems: State-of-the-art and Research IssuesACM Transactions on Interactive Intelligent Systems10.1145/344690611:2(1-41)Online publication date: 21-Jul-2021
    • (2018)A Novel Recommender System Based on Apriori Algorithm for Requirements Engineering2018 Fifth International Conference on Social Networks Analysis, Management and Security (SNAMS)10.1109/SNAMS.2018.8554909(323-327)Online publication date: Oct-2018
    • (2018)Biases in Group DecisionsGroup Recommender Systems10.1007/978-3-319-75067-5_8(145-155)Online publication date: 8-Mar-2018
    • (2015)Constraint-Based Recommender SystemsRecommender Systems Handbook10.1007/978-1-4899-7637-6_5(161-190)Online publication date: 2015

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