Title :
Social Interaction Mining Based on Wireless Sensor Networks for Promoting Cooperative Learning Performance in Classroom Learning Environment
Author :
Hsieh, Jeng-Cheng ; Chen, Chih-Ming ; Lin, Hsiao-Fang
Author_Institution :
Dept. of Appl. Electron. Technol., Nat. Taiwan Normal Univ., Taipei, Taiwan
Abstract :
Many studies already indicated that cooperative learning can promote learners´ interest than learning process purely based on individual competition, so that learners could get more enthusiastic while they can get involved in learning activities. Nevertheless, cooperative learning usually groups students by means of random or normal distribution approach, it is not a thoughtful means for learners find proper cooperative partners, and it causes poor interaction among learners in the same group. If the learners from the same group are not properly working with each other, it could not fit the ultimate goal of cooperative learning. Therefore, this study attempts to utilize wireless sensing technology as a tool to detect learner´s interaction by sensing two or more learners´ distances in certain amount of time. Based on the mining social interaction, this study claims that social interaction should be considered as an essential factor while formulating cooperative learning groups. In hope, the study could help learner achieve better learning performance of cooperative learning than randomly grouping method.
Keywords :
computer aided instruction; cooperative systems; data mining; social networking (online); wireless sensor networks; classroom learning environment; cooperative learning performance promotion; normal distribution approach; random distribution approach; social interaction mining; wireless sensor networks; Educational technology; Gaussian distribution; Instruments; Libraries; Operating systems; Social network services; Teamwork; USA Councils; Wireless sensor networks; ZigBee; cooperative learning; social networks; wireless sensor networks;
Conference_Titel :
Wireless, Mobile and Ubiquitous Technologies in Education (WMUTE), 2010 6th IEEE International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-0-7695-3992-8
Electronic_ISBN :
978-1-4244-6428-9
DOI :
10.1109/WMUTE.2010.22