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題名 Mining Learning Social Networks for Cooperative Learning with Appropriate Learning Partners in a Problem-based Learning Environment
作者 Chen, Chih-Ming
Chang, Chia-Cheng
陳志銘
貢獻者 政大圖檔所
關鍵詞 computer-supported cooperative learning; cooperative problem-based learning; social network analysis; learning partner recommendation; design-science
日期 2014-02
上傳時間 2-Apr-2013 11:11:02 (UTC+8)
摘要 Many studies have identified web-based cooperative learning as an increasingly popular educational paradigm with potential to increase learner satisfaction and interactions. However, peer-to-peer interaction often suffers barriers owing to a failure to explore useful social interaction information in web-based cooperative learning environments. This easily leads to learners being unable to seek appropriate learning partners for facilitating effective cooperative learning. This problem frequently causes poor learning effectiveness in web-based cooperative learning environments. Generally, instructor assigned or learner selected learning peers cannot ensure to compose suitable learning partners for individual learners in cooperative learning environments. A suitable learning partner can help the learner, who is learning in the personal way and encounters the difficulty, to solve problems. Inappropriate learning partners cannot only easily lead to poor learning interaction and achievement, but can also lead to the meaning of cooperative learning being lost. Although many web-based learning systems have already been developed to assist cooperative learning, supporting peer-to-peer interaction in computer-supported cooperative learning (CSCL) is still immature. As a result, this study presents a novel scheme for recommending appropriate learning partners for individual learners utilizing mining of learning interactive social networks in a cooperative problem-based learning (PBL) environment. Results of this study show that the proposed scheme helps encourage learners to interact with learning peers more actively and positively, and facilitates learning performance in a cooperative PBL environment.
關聯  Interactive Learning Environments, Vol. 22 Issue 1, p97-124. 28p.
資料類型 article
DOI http://dx.doi.org/10.1080/10494820.2011.641677
dc.contributor 政大圖檔所en
dc.creator (作者) Chen, Chih-Mingen
dc.creator (作者) Chang, Chia-Chengen
dc.creator (作者) 陳志銘zh_TW
dc.date (日期) 2014-02-
dc.date.accessioned 2-Apr-2013 11:11:02 (UTC+8)-
dc.date.available 2-Apr-2013 11:11:02 (UTC+8)-
dc.date.issued (上傳時間) 2-Apr-2013 11:11:02 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/57608-
dc.description.abstract (摘要) Many studies have identified web-based cooperative learning as an increasingly popular educational paradigm with potential to increase learner satisfaction and interactions. However, peer-to-peer interaction often suffers barriers owing to a failure to explore useful social interaction information in web-based cooperative learning environments. This easily leads to learners being unable to seek appropriate learning partners for facilitating effective cooperative learning. This problem frequently causes poor learning effectiveness in web-based cooperative learning environments. Generally, instructor assigned or learner selected learning peers cannot ensure to compose suitable learning partners for individual learners in cooperative learning environments. A suitable learning partner can help the learner, who is learning in the personal way and encounters the difficulty, to solve problems. Inappropriate learning partners cannot only easily lead to poor learning interaction and achievement, but can also lead to the meaning of cooperative learning being lost. Although many web-based learning systems have already been developed to assist cooperative learning, supporting peer-to-peer interaction in computer-supported cooperative learning (CSCL) is still immature. As a result, this study presents a novel scheme for recommending appropriate learning partners for individual learners utilizing mining of learning interactive social networks in a cooperative problem-based learning (PBL) environment. Results of this study show that the proposed scheme helps encourage learners to interact with learning peers more actively and positively, and facilitates learning performance in a cooperative PBL environment.en
dc.format.extent 135 bytes-
dc.format.mimetype text/html-
dc.language zh_TWen
dc.language.iso en_US-
dc.relation (關聯)  Interactive Learning Environments, Vol. 22 Issue 1, p97-124. 28p.en
dc.subject (關鍵詞) computer-supported cooperative learning; cooperative problem-based learning; social network analysis; learning partner recommendation; design-scienceen
dc.title (題名) Mining Learning Social Networks for Cooperative Learning with Appropriate Learning Partners in a Problem-based Learning Environmenten
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1080/10494820.2011.641677en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1080/10494820.2011.641677en_US