Social presence visualizer: Development of the collaboration facilitation module on CSCL

Masanori Yamada; Kosuke Kaneko; Yoshiko Goda

doi:10.1007/978-981-10-2618-8_14

Social presence visualizer: Development of the collaboration facilitation module on CSCL

Masanori Yamada, Kosuke Kaneko, Yoshiko Goda

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

6 Citations (Scopus)

Abstract

This study aims to develop and evaluate a visualization function of CSCL that is based on social presence. This function automatically categorizes the postings from learners and visually presents social interaction following a social presence indicator. Furthermore, this function seems to enhance social presence and encourage learning behavior, such as active discussion. In order to investigate the validity of auto-categorization, the inter-rater agreement rate and the ability to predict the quality of the discussion were analyzed and compared to the human-categorized data. The results demonstrated that there are several social presence indicators that have high and low inter-rater agreement, but the categorization of the function developed in this study had more prediction power than the human-conducted categorization.

Original language	English
Title of host publication	Collaboration Technologies and Social Computing - 8th International Conference, CollabTech 2016, Proceedings
Editors	Takashi Yoshino, Gustavo Zurita, Takaya Yuizono, Nelson Baloian, Gwo-Dong Chen, Tomoo Inoue
Publisher	Springer Verlag
Pages	174-189
Number of pages	16
ISBN (Print)	9789811026171
DOIs	https://doi.org/10.1007/978-981-10-2618-8_14
Publication status	Published - 2016
Event	8th International Conference on Collaboration Technologies and Social Computing, CollabTech 2016 - Kanazawa, Japan Duration: Sep 14 2016 → Sep 16 2016

Publication series

Name	Communications in Computer and Information Science
Volume	647
ISSN (Print)	1865-0929

Other

Other	8th International Conference on Collaboration Technologies and Social Computing, CollabTech 2016
Country/Territory	Japan
City	Kanazawa
Period	9/14/16 → 9/16/16

All Science Journal Classification (ASJC) codes

Computer Science(all)
Mathematics(all)

Access to Document

10.1007/978-981-10-2618-8_14

Cite this

Yamada, M., Kaneko, K., & Goda, Y. (2016). Social presence visualizer: Development of the collaboration facilitation module on CSCL. In T. Yoshino, G. Zurita, T. Yuizono, N. Baloian, G-D. Chen, & T. Inoue (Eds.), Collaboration Technologies and Social Computing - 8th International Conference, CollabTech 2016, Proceedings (pp. 174-189). (Communications in Computer and Information Science; Vol. 647). Springer Verlag. https://doi.org/10.1007/978-981-10-2618-8_14

Social presence visualizer : Development of the collaboration facilitation module on CSCL. / Yamada, Masanori ; Kaneko, Kosuke; Goda, Yoshiko.

Collaboration Technologies and Social Computing - 8th International Conference, CollabTech 2016, Proceedings. ed. / Takashi Yoshino; Gustavo Zurita; Takaya Yuizono; Nelson Baloian; Gwo-Dong Chen; Tomoo Inoue. Springer Verlag, 2016. p. 174-189 (Communications in Computer and Information Science; Vol. 647).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yamada, M , Kaneko, K & Goda, Y 2016, Social presence visualizer: Development of the collaboration facilitation module on CSCL. in T Yoshino, G Zurita, T Yuizono, N Baloian, G-D Chen & T Inoue (eds), Collaboration Technologies and Social Computing - 8th International Conference, CollabTech 2016, Proceedings. Communications in Computer and Information Science, vol. 647, Springer Verlag, pp. 174-189, 8th International Conference on Collaboration Technologies and Social Computing, CollabTech 2016, Kanazawa, Japan, 9/14/16. https://doi.org/10.1007/978-981-10-2618-8_14

Yamada M , Kaneko K, Goda Y. Social presence visualizer: Development of the collaboration facilitation module on CSCL. In Yoshino T, Zurita G, Yuizono T, Baloian N, Chen G-D, Inoue T, editors, Collaboration Technologies and Social Computing - 8th International Conference, CollabTech 2016, Proceedings. Springer Verlag. 2016. p. 174-189. (Communications in Computer and Information Science). https://doi.org/10.1007/978-981-10-2618-8_14

Yamada, Masanori ; Kaneko, Kosuke ; Goda, Yoshiko. / Social presence visualizer : Development of the collaboration facilitation module on CSCL. Collaboration Technologies and Social Computing - 8th International Conference, CollabTech 2016, Proceedings. editor / Takashi Yoshino ; Gustavo Zurita ; Takaya Yuizono ; Nelson Baloian ; Gwo-Dong Chen ; Tomoo Inoue. Springer Verlag, 2016. pp. 174-189 (Communications in Computer and Information Science).

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AB - This study aims to develop and evaluate a visualization function of CSCL that is based on social presence. This function automatically categorizes the postings from learners and visually presents social interaction following a social presence indicator. Furthermore, this function seems to enhance social presence and encourage learning behavior, such as active discussion. In order to investigate the validity of auto-categorization, the inter-rater agreement rate and the ability to predict the quality of the discussion were analyzed and compared to the human-categorized data. The results demonstrated that there are several social presence indicators that have high and low inter-rater agreement, but the categorization of the function developed in this study had more prediction power than the human-conducted categorization.

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Social presence visualizer: Development of the collaboration facilitation module on CSCL

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