Use of Unsupervised Clustering to Characterize Learner Behaviors and Affective States while Using an Intelligent Tutoring System

Ma. Mercedes T Rodrigo; Elizabeth A Anglo; Jessica Sugay; Ryan S Baker

Use of Unsupervised Clustering to Characterize Learner Behaviors and Affective States while Using an Intelligent Tutoring System

Ma. Mercedes T Rodrigo, Elizabeth A Anglo, Jessica Sugay, Ryan S Baker

Ateneo de Manila University

Ateneo de Manila University

Research output: Contribution to journal › Article › peer-review

Original language	American English
Journal	Department of Information Systems & Computer Science Faculty Publications
State	Published - Jan 1 2008

Keywords

Affect
Aplusix
learner modeling
interaction logs
clustering

Disciplines

Computer Sciences

Access to Document

http://penoy.admu.edu.ph/~didith/2008UnsupervisedClustering.pdf

Cite this

@article{43892f70d31147bdaa6c813506ec4181,

title = "Use of Unsupervised Clustering to Characterize Learner Behaviors and Affective States while Using an Intelligent Tutoring System",

keywords = "Affect, Aplusix, learner modeling, interaction logs, clustering",

author = "Rodrigo, \{Ma. Mercedes T\} and Anglo, \{Elizabeth A\} and Jessica Sugay and Baker, \{Ryan S\}",

note = "Rodrigo, M. M. T., Anglo, E. A., Sugay, J. O., \& Baker, R. (2008, October). Use of unsupervised clustering to characterize learner behaviors and affective states while using an intelligent tutoring system. In International Conference on Computers in Education (pp. 57-64).",

year = "2008",

month = jan,

day = "1",

language = "American English",

journal = "Department of Information Systems \& Computer Science Faculty Publications",

}

TY - JOUR

T1 - Use of Unsupervised Clustering to Characterize Learner Behaviors and Affective States while Using an Intelligent Tutoring System

AU - Rodrigo, Ma. Mercedes T

AU - Anglo, Elizabeth A

AU - Sugay, Jessica

AU - Baker, Ryan S

N1 - Rodrigo, M. M. T., Anglo, E. A., Sugay, J. O., & Baker, R. (2008, October). Use of unsupervised clustering to characterize learner behaviors and affective states while using an intelligent tutoring system. In International Conference on Computers in Education (pp. 57-64).

PY - 2008/1/1

Y1 - 2008/1/1

KW - Affect

KW - Aplusix

KW - learner modeling

KW - interaction logs

KW - clustering

UR - https://archium.ateneo.edu/discs-faculty-pubs/110

UR - http://penoy.admu.edu.ph/~didith/2008UnsupervisedClustering.pdf

M3 - Article

JO - Department of Information Systems & Computer Science Faculty Publications

JF - Department of Information Systems & Computer Science Faculty Publications

ER -

Use of Unsupervised Clustering to Characterize Learner Behaviors and Affective States while Using an Intelligent Tutoring System

Keywords

Disciplines

Access to Document

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Cite this