Social networks analysis for quantifying students’ performance in teamwork

Proceedings of the 5th International Conference on Educational Data Mining, EDM 2012

Volumn , Issue , 2012, Pages

  Crespo, Pedro ^a   Antunes, Cláudia ^a  

^a INSTITUTO SUPERIOR TÉCNICO   (Portugal)

Author keywords

Failure prediction; Social networks analysis; Teamwork

Indexed keywords

DATA MINING; FORECASTING; NETWORK ARCHITECTURE;

EDUCATIONAL PROCESS; FAILURE PREDICTION; FUTURE PERFORMANCE; GLOBAL PREDICTIONS; PAGERANK ALGORITHM; SOCIAL ACTIVITIES; SOCIAL NETWORKS ANALYSIS; TEAMWORK;

STUDENTS;

EID: 85084015297     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Antunes, C. 2010. Anticipating student’s failure as soon as possible. In Handbook for Educational Data Mining, Romero, C. et al., eds. Chapman & Hall/CRC Press, New York, NY.
2. Brin, S. and Page, L. 1998. The anatomy of a large-scale hypertextual Web search engine. In Proc. of Int’l Conf. World Wide Web (Brisbane, Australia). Elsevier Science Publishers, 107-117.
3. Aggarwal, C. 2011. Introduction to Social Network Data Analytics. In Social Network Data Analytics, Aggarwal, C., ed. Springer.
4. Agirre, E. a.S.A. 2009. Personalizing PageRank for World Sense Disambiguation. In Proc. of EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics .
5. Gross, J. L. and Yellen, J. 2004. Handbook of graph theory. CRC Press.
6. Liben-Nowel, D. and Kleinberg, J. 2003. The link prediction problem for social networks. In Proc. of CIKM '03 .