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Forming Socio-intellectual Capital: The Case of LINKS

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Learning In a Networked Society

Part of the book series: Computer-Supported Collaborative Learning Series ((CULS,volume 17))

Abstract

This chapter traces the formation of socio-intellectual value by the LINKS research center, which focuses on studying the co-creation of knowledge in spontaneous and designed learning environments, in the community at large and at educational facilities. By analyzing academic publications before and during LINKS activity using topic modeling, we identify evolving research areas. Topic modeling is a statistical algorithm which extracts the underlying thematic structure of a collection of documents, automatically identifying latent topical structures within the documents.

We received 447 articles published by 15 LINKS PIs from 2009 to 2016. The corpus for analysis consisted of the title, keywords, and abstracts of these articles. Three of the pre-LINKS topics persisted during LINKS were: Content Exchange, Gamification & Virtual Reality, and STEM Education. We observed a shift in focus from Curriculum Design, Online Communities, and Diversity Online pre-LINKS to Collaborative Learning, Learning Communities, and an increased interest in STEM Education thereafter.

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References

  • Blei, D. M. (2012). Probabilistic topic models. Communications of the ACM, 55(4), 77–84.

    Article  Google Scholar 

  • Coleman, J. S. (1988). Social capital in the creation of human capital. American Journal of Sociology, 94, S95–S120.

    Article  Google Scholar 

  • DiMaggio, P., Nag, M., & Blei, D. (2013). Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of US government arts funding. Poetics, 41(6), 570–606.

    Article  Google Scholar 

  • Hornik, K., & Grün, B. (2011). Topicmodels: An R package for fitting topic models. Journal of Statistical Software, 40(13), 1–30.

    Google Scholar 

  • Hull, D. A. (1996). Stemming algorithms: A case study for detailed evaluation. JASIS, 47(1), 70–84.

    Article  Google Scholar 

  • Kali, Y., Tabak, I., Ben-Zvi, D., Kidron, A., Amzaleg, M., Baram-Tsabari, A., et al. (2015). Technology-enhanced learning communities on a continuum between ambient to designed: What can we learn by synthesizing multiple research perspectives. In The 11th international conference on the Computer Supported Collaborative Learning (CSCL) (Vol. 1, pp. 615–622).

    Google Scholar 

  • Mo, G. Y., Hayat, Z., & Wellman, B. (2015). How far can scholarly networks go? examining the relationships between distance, disciplines, motivations, and clusters. In Communication and information technologies annual (pp. 107–133). Bingley, UK: Emerald Group Publishing.

    Chapter  Google Scholar 

  • Raban, D. R., Gordon, A., & Geifman, D. (2011). The information society: The development of a scientific specialty. Information, Communication & Society, 14(3), 375–399.

    Article  Google Scholar 

  • Wellman, B., Dimitrova, D., Hayat, Z., Mo, G. Y., & Smale, L. (2014). Networking scholars in a networked organization. In Contemporary perspectives on organizational social networks (pp. 479–497). Bingley, UK: Emerald Group Publishing.

    Chapter  Google Scholar 

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Correspondence to Daphne R. Raban .

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Raban, D.R., Geifman, D. (2019). Forming Socio-intellectual Capital: The Case of LINKS. In: Kali, Y., Baram-Tsabari, A., Schejter, A.M. (eds) Learning In a Networked Society. Computer-Supported Collaborative Learning Series, vol 17. Springer, Cham. https://doi.org/10.1007/978-3-030-14610-8_3

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  • DOI: https://doi.org/10.1007/978-3-030-14610-8_3

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-14609-2

  • Online ISBN: 978-3-030-14610-8

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