Concepedia

Affective Data Mining

Affective Data Mining is a computational methodology within affective computing that identifies, extracts, and analyzes emotional and cognitive states from multimodal educational data to infer learners' affective conditions during learning processes.

190

Publications

10.1K

Citations

638

Authors

284

Institutions

Publications per year

2017–2026

101

Parents

Publications

190

SenticNet 3: A Common and Common-Sense Knowledge Base for Cognition-Driven Sentiment Analysis

Erik Cambria, Daniel Olsher, Dheeraj Rajagopal · Proceedings of the AAAI Conference on Artificial Intelligence · 2014 · 439 citations · Full text

, , +17

Categorical and dimensional affect analysis in continuous input: Current trends and future directions

Hatice Güneş, Björn W. Schuller · Image and Vision Computing · 2012 · 364 citations

, , +14

Empirically building and evaluating a probabilistic model of user affect

Cristina Conati, Heather Maclaren · User Modeling and User-Adapted Interaction · 2009 · 326 citations

, , +14

Theories, methods and current research on emotions in library and information science, information retrieval and human–computer interaction

Irene Lopatovska, Ioannis Arapakis · Information Processing & Management · 2010 · 259 citations

, , +17

Enhanced SenticNet with Affective Labels for Concept-Based Opinion Mining

Soujanya Poria, Alexander Gelbukh, Amir Hussain et al. · IEEE Intelligent Systems · 2013 · 253 citations

, , +16

1–5 of 190

Authors

638

  1. EC
    Erik Cambria

    Nanyang Technological University, Singapore

    8 publications · 980 citations

    8

    h-index

  2. RS
    Ryan S. Baker

    Columbia University, United States

    7 publications · 522 citations

    7

    h-index

  3. AH
    Amir Hussain

    Edinburgh Napier University, United Kingdom

    6 publications · 699 citations

    6

    h-index

  4. SK
    Sidney K. D’Mello

    University of Notre Dame, United States

    6 publications · 430 citations

    6

    h-index

  5. JG
    Jesús G. Boticario

    Universidad Nacional de Educación a Distancia, Spain

    5 publications · 194 citations

    5

    h-index

1–5 of 638

Institutions

284

  1. Nanyang Technological University

    Singapore, Singapore

    9 h-index

    18 publications

    2K citations

  2. Worcester Polytechnic Institute

    Worcester, United States

    8 h-index

    19 publications

    729 citations

  3. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    7 h-index

    13 publications

    821 citations

  4. Columbia University

    New York, United States

    4 h-index

    9 publications

    569 citations

  5. University of Memphis

    Memphis, United States

    4 h-index

    13 publications

    1.2K citations

  6. University of Stirling

    Stirling, United Kingdom

    4 h-index

    6 publications

    950 citations

  7. Universidad Nacional de Educación a Distancia

    Madrid, Spain

    4 h-index

    14 publications

    638 citations

  8. Southwest University

    Chongqing, China

    4 h-index

    9 publications

    143 citations

1–8 of 284

Venues

  1. Educational Data Mining

    Conference · 4 publications · 117 citations

    4

    h-index

  2. Expert Systems with Applications

    4 publications · 479 citations

    4

    h-index

  3. IEEE Access

    4 publications · 107 citations

    4

    h-index

  4. Journal of Engineering Design

    4 publications · 193 citations

    4

    h-index

  5. Information Processing & Management

    4 publications · 400 citations

    4

    h-index

1–5