Mining Data from Weibo to WeChat: A Comparative Case Study of MOOC Communities on Social Media in China ARTICLE
Ke Zhang, Wayne State University, United States
International Journal on E-Learning Volume 14, Number 3, ISSN 1537-2456 Publisher: Association for the Advancement of Computing in Education (AACE), Waynesville, NC USA
This article starts with an overview on China’s MOOC phenomenon and social media, and then reports a comparative, multiple case study on three selected MOOC communities that have emerged on social media in China. These representative MOOC communities included: (a) MOOC Academy, the largest MOOC community in China, (b) Zhejiang University of Technology MOOC Group, the first officially registered student MOOC organization in China’s universities, and (c) a fully online community devoted for high school (or younger) students in MOOCs. Data were collected through a variety of Chinese social media (e.g., Sina Weibo, QQ Qun, and WeChat), social networking sites (e.g., Baidu Tieba, GuoKr, Sina blog, etc.), news press, and Web-based community portals. Text mining and content analyses were conducted to study the varied MOOC communities and how they functioned on social media to promote MOOCs as well as to support MOOC learners and the broader community. Implications for research and practice of MOOC communities are discussed.
Zhang, K. (2015). Mining Data from Weibo to WeChat: A Comparative Case Study of MOOC Communities on Social Media in China. International Journal on E-Learning, 14(3), 305-329. Waynesville, NC USA: Association for the Advancement of Computing in Education (AACE). Retrieved August 15, 2018 from https://www.learntechlib.org/primary/p/150662/.
© 2015 Association for the Advancement of Computing in Education (AACE)
- Agarwala, M. (2013, March 7). A research summary of MOOC completion rates. EdLab, Teachers College, Columbia University. Retrieved from http://edlab.tc.columbia.edu/index.php?q=node/8990
- Creswell, J.W. (2003). Research design: Qualitative, quantitative, and mixed method approaches. Thousand Oaks, CA: Sage Publications.
- Creswell, J.W. (2005). Educational research: Planning, conducting, and evaluating quantitative and qualitative research. New Jersey: Prentice Hall.
- Creswell, J.W., & Clark, V.L.P. (2007). Designing and conducting mixed methods research. Thousand Oaks, CA: Sage Publications.
- Ebner, M., Lienhardt, C., Rohs, M., & Meyer, I. (2010). Microblogs in higher education– A chance to facilitate informal and process-oriented learning? Computers and Education, 55(1), 92-100.
- Ebner, M., & Maurer, H. (2009). Can weblogs and microblogs change traditional scientific writing? Future Internet, 1(1), 47-58.
- Fulk, J. (1993). Social construction of communication technology. Academy of Management Journal, 36(5), 921-950.
- Fulk, J., Schmitz, J., & Steinfield, C.W. (1990). A social influence model of technology use. In J. Fulk & C. Steinfield (Eds.), Organizations and communications technology (pp. 117-140). Newbury Park, CA: Sage.
- Huanzai (2014). Story 4: Millenniums meet MOOC: A knowledge hunter, GuoKr.com. Retrieved online from GuoKr official website at: http://www.guokr.com/post/622876/ Hung, J., & Zhang, K. (2008). Analyzing online learning behaviors and activity patterns and making predictions with data mining techniques in online teaching, Journal of Online Learning and Teaching, 4(4), 426-437.
- Hung, J., & Zhang, K. (2012). Examining mobile learning trends 2003-2008: A categorical meta-trend analysis using text mining techniques, Journal of Computing in Higher Education, 24(1).
- Junco, R., Heiberger, G., & Loken, E. (2011). The effect of Twitter on college student engagement and grades. Journal of Computer Assisted Learning, 27(2), 119-132. Doi:10.1111/J.1365-2729.2010.00387.x
- MOOC Academy. (2013, November 21). China’s MOOC learners profiles, retrieved August 11, 2014 from MOOC Academy Official Website at: http://mooc.guokr.com/
- Pappano, L. (2012, November 2). The year of the MOOC. The New York Times. Retrieved from the WorldWide Web at: http://edinaschools.org/cms/lib07/MN01909547/Centricity/Domain/272/The%20Year%20of%20the%20MOOC%20NY%20Times.pdf
- Parr, C. (2013, May 9). Mooc completion rates ‘below 7%. Times Higher Education. Retrieved from http://www.timeshighereducation.co.uk/news/mooc-completion-ratesbelow-7/2003710.article
- Patton, M.Q. (1990). Qualitative evaluation and research methods (2nd ed.). Newbury Park, CA: Sage Publications, Inc.
- Santos, F.M., & Eisenhardt, K.M. (2004). Multiple case study. In M.S. Lewis-Beck, A. Bryman & T.F. Liao (Eds.), Encyclopedia of social science research methods (1st Ed.). Thousand Oaks, CA: SAGE Publications, Inc.
- Shen, Y. (2011). Updates on ROST Weibo Search Tools. Retrieved from http://blog.sciencenet.cn/home.php?mod=space & Uid=239936 & Do=blog & Id=414891
- Wang, X., Yao, Y., & Ji. S. (2012, November 21). “Rumor Breaker,” GuoKr is 2 years old. Xinhua Daily Telegraph. Retrieved from http://news.xinhuanet.com/mrdx/201211/21/c_131988558.htm
- Weller, M. (2014). MOOC research initiative final report: Characteristics and completion rates of distributed and centralised MOOCs. Retrieved from http://www.moocresearch.com/wp-content/uploads/2014/06/C9131_WELLER_MOOC-Research-Initia DASHDASH
- Zhang, K. (2011). Courseware intellectual property, opencourseware and online education. In R. Ouyang& X.C. Wang (Eds.), Handbook of educational technology, 231249. Beijing, China: People’s University Press.
- Zhang, K., & Gao, F. (2014). Social media for informal science learning in China: A case study. Knowledge Management& E-Learning: An International Journal, 6(3), 262– 280.
- Zhang, K., & Ge, X. (2006). The dynamics of online collaborative learning: Team task, group development, peer relationship, and communication media. In A.D. De Figueiredo& A.A. Alfonso (Eds.), Managing learning in virtual settings: The role of context. 98-116. Hershey, PA: Idea Group.
- Zhang, K., Liang, L., & Sang, X. (2013). Educational technology in China: Past& Present. In X. Li (Ed.). Education in China: Cultural influences, global perspectives and social challenges, 271-288. Hauppauge, NY: Nova Science Publishers.
- Zhang, K., Peng, S.W. & Hung, J. (2009). Online collaborative learning in a projectbased learning environment in Taiwan: A Case study on undergraduate students’ perspectives. Educational Media International, 46(2), 123-135.
- Zhejiang University of Technology MOOC Group (2014, March 2). A brief introduction on ZUT MOOC Group. Zhejiang University of Technology MOOC Group official blog. Retrieved from http://blog.sina.com.cn/s/blog_e0dada930101p8io.html
- Zhou, T. (2010, September 28). Baidu TieBa traffic is over 10,00,000,000. Finance News on iFeng.com. Retrieved from http://finance.ifeng.com/roll/20100928/2660578.shtml
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