Title :
Monitoring Learning Experiences and Styles: The Socio-emotional Level
Author :
Spadavecchia, Chiara ; Giovannella, Carlo
Author_Institution :
ISIM Garage - ScuolalaD, Univ. of Rome Tor Vergata, Rome, Italy
Abstract :
This article describes the integration within an on-line learning environment - LIFE (Learning in an Interacting Framework to Experience) - of two tools that have been designed to allow "quasi-real-time" and "in situ" monitoring of complex educational "experiences/processes", thanks to the analysis of the traces left by the learners. The two tools allow to monitor and analyze, respectively, the level of social interaction - through techniques of social network analysis (SNA) - and the emotional state of learners through automatic text analysis (ATA). When combined, the two tools allow also to monitor the emotional relationships and, ultimately, the \´social\´ emotional state of the community. As case history we present and discuss the results of a monitoring experiment conducted on an educational process which lasts five months (the second part of a master\´s degree in "E-Learning: methods, techniques and applications").
Keywords :
computer aided instruction; data analysis; social sciences computing; LIFE environment; automatic text analysis; educational experience; educational process; learning in an interacting framework to experience; online learning environment; social interaction level; social network analysis; socio-emotional level; Collaboration; Communities; Context; History; Monitoring; Prototypes; Social network services; Automatic Text Analysis; Emotional state and interaction; SNA and social interaction;
Conference_Titel :
Advanced Learning Technologies (ICALT), 2010 IEEE 10th International Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4244-7144-7
DOI :
10.1109/ICALT.2010.129