ABSTRACT
The first international workshop on discourse-centric learning analytics (DCLA) took place at LAK13 in Leuven, Belgium. That workshop succeeded in its aim of catalysing ideas and building community connections between those working in this field of social learning analytics. It also proposed a mission statement for DCLA: to devise and validate analytics that look beyond surface measures in order to quantify linguistic proxies for deeper learning. This year, the focus of the second international DCLA workshop, like that of LAK14, is on the intersection of learning analytics research, theory and practice. Once researchers have developed and validated discourse-centric analytics, how can these be successfully deployed at scale to support learning?
- Buckingham Shum, S., de Laat, M., De Liddo, A., Ferguson, R., Kirschner, P., Ravenscroft, A., Sándor, Á. and Whitelock, D., DCLA13: 1st International Workshop on Discourse-Centric Learning Analytics, Leuven, LAK13 (April 8, 2013). http://www.solaresearch.org/events/lak/lak13/dcla13 Google ScholarDigital Library
- de Wever, B., Schellens, T., Vallcke, M. and van Keer, H., Content analysis schemes to analyze transcripts of online asynchronous discussion groups: a review. Computers & Education, 46, 1, (2006), 6--28. Google ScholarDigital Library
- Ferguson, R., The Construction of Shared Knowledge through Asynchronous Dialogue. PhD, The Open University, Milton Keynes. http://oro.open.ac.uk/19908/2009.Google Scholar
- Mercer, N., Wegerif, R. and Dawes, L., Children's talk and the development of reasoning in the classroom. British Educational Research Journal, 25, 1, (1999), 95--111.Google ScholarCross Ref
- Mercer, N., Sociocultural discourse analysis: analysing classroom talk as a social mode of thinking. Journal of Applied Linguistics, 1, 2, (2004), 137--168.Google ScholarCross Ref
- Van Labeke, N., Whitelock, D., Field, D., Pulman, S. and Richardson, J. T. E., OpenEssayist: extractive summarisation and formative assessment of free-text essays. 2013.Google Scholar
- De Liddo, A. and Buckingham Shum, S., The Evidence Hub: harnessing the collective intelligence of communities to build evidence-based knowledge. Large Scale Ideation and Deliberation Workshop, 29 June - 02 July 2013, Munich, Germany, 2013. http://oro.open.ac.uk/38002Google Scholar
- Scanlon, E., Sharples, M., Fenton-O'Creevy, M., Fleck, J., Cooban, C., Ferguson, R., Cross, S. and Waterhouse, P., Beyond Prototypes: Enabling Innovation in Technology-Enhanced Learning. Technology-Enhanced Learning Research Programme, London, 2013.Google Scholar
- Adams, A., FitzGerald, E. and Priestnall, G., Of catwalk technologies and boundary creatures. ACM Transactions of Computer-Human Interaction, 20, 3, (2013), 15--40. Google ScholarDigital Library
Index Terms
- DCLA14: second international workshop on discourse-centric learning analytics
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