Concepedia

Probabilistic Logic Programming

Probabilistic Logic Programming is a formal framework within logic programming that extends deterministic logic programs by incorporating probabilistic semantics to represent and reason about uncertain knowledge using distributions over possible worlds.

95

Publications

4.4K

Citations

158

Authors

84

Institutions

Publications per year

2017–2026

18

Parents

Publications

95

Probabilistic logic programming

Raymond T. Ng, V. S. Subrahmanian · Information and Computation · 1992 · 327 citations

, , +11

Inference and learning in probabilistic logic programs using weighted Boolean formulas

Daan Fierens, Guy Van den Broeck, Joris Renkens et al. · eScholarship (California Digital Library) · 2015 · 207 citations

, , +13

Probabilistic (logic) programming concepts

Luc De Raedt, Angelika Kimmig · Machine Learning · 2015 · 191 citations · Full text

, , +12

Statistical Relational Artificial Intelligence: Logic, Probability, and Computation

Luc De Raedt, Kristian Kersting, Sriraam Natarajan et al. · Synthesis lectures on artificial intelligence and machine learning · 2016 · 178 citations · Full text

, , +16

Differentiable Learning of Logical Rules for Knowledge Base Reasoning

Fan Yang, Zhilin Yang, William W. Cohen · arXiv (Cornell University) · 2017 · 173 citations · Full text

, , +16

1–5 of 95

Authors

158

  1. FR
    Fabrizio Riguzzi

    University of Ferrara, Italy

    19 publications · 524 citations

    15

    h-index

  2. LD
    Luc De Raedt

    KU Leuven, Belgium

    17 publications · 1.2K citations

    13

    h-index

  3. EB
    Elena Bellodi

    University of Ferrara, Italy

    12 publications · 343 citations

    11

    h-index

  4. GV
    Guy Van den Broeck

    KU Leuven, Belgium

    9 publications · 570 citations

    9

    h-index

  5. RZ
    Riccardo Zese

    University of Ferrara, Italy

    8 publications · 242 citations

    8

    h-index

1–5 of 158

Institutions

84

  1. KU Leuven

    Leuven, Belgium

    18 h-index

    80 publications

    6.5K citations

  2. University of Ferrara

    Ferrara, Italy

    15 h-index

    58 publications

    1.6K citations

  3. University of Maryland, College Park

    College Park, United States

    6 h-index

    20 publications

    1.2K citations

  4. Arizona State University

    Tempe, United States

    4 h-index

    12 publications

    307 citations

  5. TU Wien

    Vienna, Austria

    3 h-index

    3 publications

    147 citations

  6. Stony Brook University

    Stony Brook, United States

    3 h-index

    8 publications

    117 citations

  7. Universidade do Porto

    Porto, Portugal

    2 h-index

    3 publications

    218 citations

  8. The University of Melbourne

    Melbourne, Australia

    2 h-index

    5 publications

    67 citations

1–8 of 84

Venues

  1. Theory and Practice of Logic Programming

    13 publications · 738 citations

    12

    h-index

  2. arXiv (Cornell University)

    Repository · 6 publications · 419 citations

    6

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 189 citations

    6

    h-index

  4. Machine Learning

    6 publications · 322 citations

    6

    h-index

  5. Artificial Intelligence

    4 publications · 126 citations

    4

    h-index

1–5