Concepedia

Constraint-based Recommendation

Constraint-Based Recommendation is a recommendation approach that belongs to the class of knowledge-based methods, distinguished by its incorporation of explicit logical constraints to restrict the solution space and guide the generation of personalized recommendations in multi-stakeholder or complex preference settings.

29

Publications

1.4K

Citations

90

Authors

27

Institutions

Publications per year

2017–2026

9

Parents

Publications

29

Constraint-based recommender systems

Alexander Felfernig, Robin Burke · 2008 · 262 citations

, , +8

Recommendation systems with complex constraints

Aditya Parameswaran, Petros Venetis, Héctor García-Molina · ACM Transactions on Information Systems · 2011 · 151 citations

, , +17

Recommendation system techniques and related issues: a survey

Pushpendra Kumar, Ramjeevan Singh Thakur · International Journal of Information Technology · 2018 · 122 citations

, , +14

A multi-constraint learning path recommendation algorithm based on knowledge map

Haiping Zhu, Feng Tian, Ke Wu et al. · Knowledge-Based Systems · 2017 · 119 citations · Full text

, , +13

Personalized trip recommendation with multiple constraints by mining user check-in behaviors

Eric Hsueh-Chan Lu, Ching‐Yu Chen, Vincent S. Tseng · 2012 · 113 citations

, , +10

1–5 of 29

Authors

90

  1. AF
    Alexander Felfernig

    Graz University of Technology, Austria

    8 publications · 398 citations

    8

    h-index

  2. MZ
    Markus Zanker

    University of Klagenfurt, Austria

    4 publications · 128 citations

    4

    h-index

  3. KI
    Klaus Isak

    University of Klagenfurt, Austria

    3 publications · 53 citations

    3

    h-index

  4. VS
    Vincent S. Tseng

    National Cheng Kung University, Taiwan

    3 publications · 226 citations

    3

    h-index

  5. GN
    Gerald Ninaus

    Graz University of Technology, Austria

    2 publications · 28 citations

    2

    h-index

1–5 of 90

Institutions

27

  1. Graz University of Technology

    Graz, Austria

    6 h-index

    29 publications

    596 citations

  2. University of Klagenfurt

    Klagenfurt, Austria

    6 h-index

    11 publications

    544 citations

  3. National Cheng Kung University

    Tainan City, Taiwan

    3 h-index

    10 publications

    781 citations

  4. Institute for Interdisciplinary Studies of Austrian Universities

    Vienna, Austria

    2 h-index

    4 publications

    172 citations

  5. University of Antwerp

    Antwerp, Belgium

    2 h-index

    2 publications

    43 citations

  6. DePaul University

    Chicago, United States

    2 h-index

    2 publications

    330 citations

  7. Beihang University

    Beijing, China

    2 h-index

    2 publications

    43 citations

  8. University of Edinburgh

    Edinburgh, United Kingdom

    2 h-index

    2 publications

    43 citations

1–8 of 27

Venues

  1. Journal of Intelligent Information Systems

    2 publications · 62 citations

    2

    h-index

  2. Infoscience (Ecole Polytechnique Fédérale de Lausanne)

    Repository · 2 publications · 38 citations

    2

    h-index

  3. 1

    h-index

  4. AI Communications

    AICOM · 1 publications · 15 citations

    1

    h-index

  5. Asia Pacific Journal of Tourism Research

    APJTR · 1 publications · 57 citations

    1

    h-index

1–5