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TadaEd

Contact Person

Kalina Yacef
Kalina Yacef - kalina.yacef@sydney.edu.au

Kalina Yacef's research lies in the fields of Artificial Intelligence in Education, Educational Data Mining and Human Computer Interaction.

Project Description

Full article: http://imej.wfu.edu/articles/2005/1/03/index.asp

TADA-Ed stands for Tool for Advanced Data Analysis in Education. It is a data mining platform dedicated to teachers, allowing them to visualize and mine students on-line exercise work with the aim of discovering pedagogically relevant patterns. Most of the time, prior to mining, the data stored in a database needs some transformation. TADA-Ed contains pre-processing facilities so that users can transform the database tables to a format that, when used with a particular data mining algorithm, can generate meaningful results for the teacher. We show an application using students’ mistakes recorded during exercises from a web-based tutoring tool.

Related Publications

2005

Merceron, A; Yacef, K

Clustering students to help evaluate learning Book Chapter

Courtiat, Jean-Pierre; Davarakis, Costas; Villemur, Thierry (Ed.): 171 , pp. 31–42, Springer, 2005.

BibTeX

Merceron, A; Yacef, K

Educational Data Mining: a Case Study Inproceedings

Looi, C K; McCalla, G; Bredeweg, B; Breuker, J (Ed.): Proceedings of the 12th Conference on Artificial Intelligence in Education, pp. 467–474, IOS Press, Amsterdam, The Netherlands, 2005.

Links | BibTeX

Merceron, A; Yacef, K

Clustering students to help evaluate learning, Technology Enhanced Learning Book Chapter

Courtiat, Jean-Pierre ; Davarakis, Costas ; Villemur, Thierry (Ed.): 171 , pp. 31–42, Springer, 2005.

BibTeX

2004

Merceron, A; Yacef, K

Mining Student Data Captured from a Web-Based Tutoring Tool: Initial Exploration and Results Journal Article

Journal of Interactive Learning Research (JILR), 15 (4), pp. 319–346, 2004.

BibTeX

Merceron, A; Yacef, K

Train, store, analyse for more adaptive teaching Inproceedings

Proceedings of International Symposium Information and Knowledge Technologies in Higher Education and Industry (TICE2004), pp. 52–59, Technical University of Compigne, Compiegne, France, 2004.

BibTeX

Benchaffai, M; Debord, G; Merceron, A; Yacef, K

TADA-Ed, a tool to visualize and mine students' online work Inproceedings

McKay, E; Collis, B (Ed.): Proceedings of International Conference on Computers in Education, (ICCE04), pp. 1891–1897, RMIT, Melbourne, Australia, 2004.

BibTeX

2003

Merceron, A; Yacef, K

A Web-based Tutoring Tool with Mining Facilities to Improve Learning and Teaching Inproceedings

Verdejo, F; Hoppe, U (Ed.): Proceedings of 11th International Conference on Artificial Intelligence in Education (AIED03), pp. 201–208, IOS Press, Sydney, 2003.

Links | BibTeX