Concepedia

Path-based Explanations

Path-Based Explanations is a type of explainable recommendation approach that generates interpretability by modeling and leveraging explicit sequential or relational paths in knowledge graphs or user-item interaction networks to justify recommendation decisions.

34

Publications

2.9K

Citations

125

Authors

65

Institutions

Publications per year

2017–2026

26

Parents

Publications

34

Explainable Reasoning over Knowledge Graphs for Recommendation

Xiang Wang, Dingxian Wang, Canran Xu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 735 citations · Full text

, , +15

Path-Dependent Explanations of Regime Change: Central America in Comparative Perspective

James Mahoney · Studies in Comparative International Development · 2001 · 456 citations

, , +10

Complex Causal Relations and Case Study Methods: The Example of Path Dependence

Andrew Bennett, Colin Elman · Political Analysis · 2006 · 448 citations

, , +13

New Perspectives on the Decline of US Manufacturing Employment

Teresa Fort, Justin R. Pierce, Peter K. Schott · The Journal of Economic Perspectives · 2018 · 173 citations · Full text

, , +12

Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendation

Xiaowen Huang, Quan Fang, Shengsheng Qian et al. · 2019 · 110 citations

, , +14

1–5 of 34

Authors

125

  1. GX
    Guandong Xu

    University of Technology Sydney, Australia

    4 publications · 191 citations

    4

    h-index

  2. YL
    Yicong Li

    University of Arkansas for Medical Sciences, United States

    3 publications · 164 citations

    3

    h-index

  3. HC
    Hongxu Chen

    University of Technology Sydney, Australia

    3 publications · 164 citations

    3

    h-index

  4. CX
    Canran Xu

    University of Wisconsin–Madison, United States

    2 publications · 815 citations

    2

    h-index

  5. XW
    Xiang Wang

    National University of Singapore, Singapore

    2 publications · 815 citations

    2

    h-index

1–5 of 125

Institutions

65

  1. University of Technology Sydney

    Sydney, Australia

    4 h-index

    12 publications

    563 citations

  2. The University of Queensland

    Brisbane, Australia

    3 h-index

    3 publications

    149 citations

  3. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    94 citations

  4. Federal Reserve

    Washington D.C., United States

    2 h-index

    2 publications

    213 citations

  5. eBay (Ireland)

    Dublin, Ireland

    2 h-index

    4 publications

    1.6K citations

  6. Rutgers, The State University of New Jersey

    New Brunswick, United States

    2 h-index

    9 publications

    720 citations

  7. Peking University

    Beijing, China

    2 h-index

    2 publications

    31 citations

  8. National University of Singapore

    Singapore, Singapore

    2 h-index

    8 publications

    3.3K citations

1–8 of 65

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 97 citations

    3

    h-index

  2. Knowledge-Based Systems

    2 publications · 37 citations

    2

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 752 citations

    2

    h-index

  4. arXiv (Cornell University)

    Repository · 2 publications · 91 citations

    2

    h-index

  5. Journal of Purchasing and Supply Management

    1 publications · 75 citations

    1

    h-index

1–5