Concepedia

Data Mining Education

Data Mining Education is an academic discipline that systematically imparts the theoretical foundations, algorithmic techniques, and practical methodologies for discovering patterns and knowledge from structured and unstructured data, distinguished by its focus on instructional strategies and curricular frameworks specific to data mining competencies within data science pedagogy.

490

Publications

27.2K

Citations

1.2K

Authors

533

Institutions

Publications per year

2017–2026

236

Parents

Publications

490

Educational data mining: A survey from 1995 to 2005

Cristóbal Romero, Sebastián Ventura · Expert Systems with Applications · 2006 · 1.5K citations

, , +8

Educational data mining and learning analytics: An updated survey

Cristóbal Romero, Sebastián Ventura · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2020 · 971 citations · Full text

, , +16

Learning analytics and educational data mining

George Siemens, Ryan S. Baker · 2012 · 969 citations

, , +8

Data mining in education

Cristóbal Romero, Sebastián Ventura · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2012 · 786 citations

, , +9

Proceedings of the 7th International Conference on Educational Data Mining.

John Stamper, Pardos Zach, Manolis Mavrikis et al. · Educational Data Mining · 2014 · 668 citations

, , +14

1–5 of 490

Authors

1.2K

  1. CR
    Cristóbal Romero

    University of Córdoba, Spain

    12 publications · 3.8K citations

    11

    h-index

  2. SV
    Sebastián Ventura

    University of Córdoba, Spain

    9 publications · 3.5K citations

    9

    h-index

  3. RS
    Ryan S. Baker

    Columbia University, United States

    7 publications · 1.6K citations

    7

    h-index

  4. FM
    Fernando Martínez Abad

    Universidad de Salamanca, Spain

    5 publications · 262 citations

    5

    h-index

  5. SP
    Saurabh Pal

    Veer Bahadur Singh Purvanchal University, India

    5 publications · 320 citations

    5

    h-index

1–5 of 1.2K

Institutions

533

  1. University of Córdoba

    Córdoba, Spain

    11 h-index

    28 publications

    7.7K citations

  2. Universidad de Salamanca

    Salamanca, Spain

    5 h-index

    10 publications

    530 citations

  3. Universidad de Las Américas

    Quito, Ecuador

    4 h-index

    5 publications

    208 citations

  4. King Saud University

    Riyadh, Saudi Arabia

    4 h-index

    12 publications

    584 citations

  5. University of Alicante

    Alicante, Spain

    4 h-index

    4 publications

    156 citations

  6. King Abdulaziz University

    Jeddah, Saudi Arabia

    4 h-index

    9 publications

    219 citations

  7. University of Malaya

    Kuala Lumpur, Malaysia

    4 h-index

    7 publications

    752 citations

  8. Chitkara University

    Chandigarh, India

    4 h-index

    11 publications

    295 citations

1–8 of 533

Venues

  1. International Journal of Computer Applications

    16 publications · 371 citations

    14

    h-index

  2. Education and Information Technologies

    10 publications · 709 citations

    10

    h-index

  3. Procedia Computer Science

    10 publications · 610 citations

    10

    h-index

  4. Expert Systems with Applications

    9 publications · 2.5K citations

    9

    h-index

  5. 9

    h-index

1–5