Concepedia

Context-aware Explanations

Context-Aware Explanations is a type of recommendation explanation that belongs to the class of explainable recommendation methods and is distinguished by its explicit incorporation of contextual information—such as temporal, spatial, social, or situational factors—to generate more personalized, relevant, and interpretable justifications for recommended items.

40

Publications

1.7K

Citations

98

Authors

40

Institutions

Publications per year

2017–2026

23

Parents

Publications

40

<i>Why and why not</i> explanations improve the intelligibility of context-aware intelligent systems

Brian Y. Lim, Anind K. Dey, Daniel Avrahami · 2009 · 540 citations

, , +13

Toolkit to support intelligibility in context-aware applications

Brian Y. Lim, Anind K. Dey · 2010 · 136 citations

, , +13

Mental Models and Causal Explanation: Judgements of Probable Cause and Explanatory Relevance

Denis Hilton · Thinking & Reasoning · 1996 · 120 citations

, , +13

Contextualization and Exploration of Local Feature Importance Explanations to Improve Understanding and Satisfaction of Non-Expert Users

Clara Bove, Jonathan Aigrain, Marie‐Jeanne Lesot et al. · 2022 · 69 citations · Full text

, , +13

Going Beyond One-Size-Fits-All Image Descriptions to Satisfy the Information Wants of People Who are Blind or Have Low Vision

Abigale Stangl, Nitin Verma, Kenneth R. Fleischmann et al. · 2021 · 67 citations

, , +8

1–5 of 40

Authors

98

  1. BY
    Brian Y. Lim

    National University of Singapore, Singapore

    4 publications · 734 citations

    4

    h-index

  2. AK
    Anind K. Dey

    Carnegie Mellon University, United States

    4 publications · 735 citations

    4

    h-index

  3. PK
    Prateek Katiyar

    University of Tübingen, Germany

    2 publications · 39 citations

    2

    h-index

  4. AM
    Alfredo Milani

    University of Perugia, Italy

    2 publications · 40 citations

    2

    h-index

  5. MM
    Mauricio Muñoz

    Massachusetts Institute of Technology, United States

    2 publications · 39 citations

    2

    h-index

1–5 of 98

Institutions

40

  1. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    8 publications

    1.5K citations

  2. University of Pittsburgh

    Pittsburgh, United States

    3 h-index

    4 publications

    81 citations

  3. Hong Kong Baptist University

    Hong Kong, Hong Kong

    3 h-index

    4 publications

    100 citations

  4. University of Perugia

    Perugia, Italy

    2 h-index

    4 publications

    80 citations

  5. University College Dublin

    Dublin, Ireland

    2 h-index

    4 publications

    168 citations

  6. University of California, Berkeley

    Berkeley, United States

    2 h-index

    3 publications

    80 citations

  7. Sapienza University of Rome

    Rome, Italy

    2 h-index

    2 publications

    40 citations

  8. LIP6

    Paris, France

    1 h-index

    2 publications

    138 citations

1–8 of 40

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 70 citations

    3

    h-index

  2. 1

    h-index

  3. 1

    h-index

  4. Neural Computing and Applications

    1 publications · 12 citations

    1

    h-index

  5. Expert Systems with Applications

    1 publications · 20 citations

    1

    h-index

1–5