Concepedia

Critiquing-based Recommendation

Critiquing-Based Recommendation is a conversational recommendation approach in which users refine their preferences through iterative critiques on item attributes or features, distinguishing it from non-interactive or non-sequential recommendation methods by its reliance on dynamic user feedback to guide the search for optimal recommendations.

38

Publications

1.8K

Citations

67

Authors

33

Institutions

Publications per year

2017–2026

13

Parents

Publications

38

Critiquing-based recommenders: survey and emerging trends

Li Chen, Pearl Pu · User Modeling and User-Adapted Interaction · 2011 · 277 citations · Full text

, , +8

Improving recommender systems with adaptive conversational strategies

Tariq Mahmood, Francesco Ricci⋆ · 2009 · 256 citations

, , +14

Research commentary on recommendations with side information: A survey and research directions

Electronic Commerce Research and Applications · 2019 · 188 citations · Full text

, , +15

Evaluating critiquing-based recommender agents

Li Chen, Pearl Pu · 2006 · 72 citations

, , +8

Adaptive Selection: An Analysis of Critiquing and Preference-Based Feedback in Conversational Recommender Systems

Lorraine McGinty, Barry Smyth · International Journal of Electronic Commerce · 2006 · 67 citations

, , +15

1–5 of 38

Authors

67

  1. PP
    Pearl Pu

    École Polytechnique Fédérale de Lausanne, Switzerland

    11 publications · 674 citations

    11

    h-index

  2. LC
    Li Chen

    Hong Kong Baptist University, Hong Kong SAR China

    10 publications · 599 citations

    10

    h-index

  3. LM
    Lorraine McGinty

    University College Dublin, Ireland

    6 publications · 209 citations

    6

    h-index

  4. BS
    Barry Smyth

    University College Dublin, Ireland

    6 publications · 209 citations

    6

    h-index

  5. JR
    J.P. Reilly

    McMaster University, Canada

    5 publications · 142 citations

    5

    h-index

1–5 of 67

Institutions

33

  1. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    11 h-index

    27 publications

    1.2K citations

  2. Hong Kong Baptist University

    Hong Kong, Hong Kong

    7 h-index

    13 publications

    568 citations

  3. University College Dublin

    Dublin, Ireland

    5 h-index

    15 publications

    583 citations

  4. Human Computer Interaction (Switzerland)

    Zurich, Switzerland

    5 h-index

    7 publications

    601 citations

  5. Graz University of Technology

    Graz, Austria

    4 h-index

    11 publications

    352 citations

  6. Free University of Bozen-Bolzano

    Bolzano, Italy

    4 h-index

    8 publications

    443 citations

  7. University of Toronto

    Toronto, Canada

    3 h-index

    12 publications

    532 citations

  8. Universitat de Barcelona

    Barcelona, Spain

    2 h-index

    2 publications

    29 citations

1–8 of 33

Venues

  1. User Modeling and User-Adapted Interaction

    2 publications · 339 citations

    2

    h-index

  2. 1

    h-index

  3. Cognitive Systems Research

    1 publications · 15 citations

    1

    h-index

  4. AI Communications

    AICOM · 1 publications · 21 citations

    1

    h-index

  5. International Journal of Electronic Commerce

    IJEC · 1 publications · 67 citations

    1

    h-index

1–5