Concepedia

Multimodal Affective Computing

Multimodal Affective Computing is a computational framework within affective computing that integrates multiple modalities—such as facial expressions, vocal prosody, physiological signals, and behavioral cues—to recognize, interpret, and respond to learners’ emotional states in educational contexts with greater accuracy and robustness than unimodal approaches.

533

Publications

36.4K

Citations

1.8K

Authors

597

Institutions

Publications per year

2017–2026

363

Parents

Publications

533

Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications

Rafael A. Calvo, Sidney K. D’Mello · IEEE Transactions on Affective Computing · 2010 · 1.8K citations

, , +17

A Multimodal Database for Affect Recognition and Implicit Tagging

Mohammad Soleymani, Jeroen Lichtenauer, Thierry Pun et al. · IEEE Transactions on Affective Computing · 2011 · 1.6K citations

, , +17

Affective Computing and Sentiment Analysis

Erik Cambria · IEEE Intelligent Systems · 2016 · 1.2K citations

, , +17

EmotionMeter: A Multimodal Framework for Recognizing Human Emotions

Wei‐Long Zheng, Wei Liu, Bao‐Liang Lu et al. · IEEE Transactions on Cybernetics · 2018 · 1.2K citations

, , +14

Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection

Philip Schmidt, Attila Reiss, Robert Duerichen et al. · 2018 · 1.2K citations

, , +16

1–5 of 533

Authors

1.8K

  1. BW
    Björn W. Schuller

    Imperial College London, United Kingdom

    23 publications · 1.5K citations

    16

    h-index

  2. EC
    Erik Cambria

    Nanyang Technological University, Singapore

    17 publications · 2.5K citations

    15

    h-index

  3. BL
    Bao‐Liang Lu

    Shanghai Jiao Tong University, China

    9 publications · 2K citations

    9

    h-index

  4. MP
    Maja Pantić

    Imperial College London, United Kingdom

    9 publications · 2.8K citations

    9

    h-index

  5. WZ
    Wei‐Long Zheng

    Shanghai Jiao Tong University, China

    7 publications · 2K citations

    7

    h-index

1–5 of 1.8K

Institutions

597

  1. Imperial College London

    London, United Kingdom

    18 h-index

    38 publications

    6.2K citations

  2. University of Augsburg

    Augsburg, Germany

    18 h-index

    68 publications

    3.2K citations

  3. Nanyang Technological University

    Singapore, Singapore

    15 h-index

    23 publications

    2.3K citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    12 h-index

    34 publications

    7.3K citations

  5. Universität Ulm

    Ulm, Germany

    11 h-index

    30 publications

    1.3K citations

  6. University of Passau

    Passau, Germany

    10 h-index

    20 publications

    1.4K citations

  7. University of Geneva

    Geneva, Switzerland

    10 h-index

    24 publications

    5.2K citations

  8. University of Southern California

    Los Angeles, United States

    10 h-index

    26 publications

    1.8K citations

1–8 of 597

Venues

  1. IEEE Transactions on Affective Computing

    TAC · 25 publications · 4.6K citations

    22

    h-index

  2. Sensors

    12 publications · 480 citations

    11

    h-index

  3. Multimedia Tools and Applications

    11 publications · 465 citations

    11

    h-index

  4. arXiv (Cornell University)

    Repository · 16 publications · 366 citations

    11

    h-index

  5. Neurocomputing

    10 publications · 513 citations

    10

    h-index

1–5