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- research-articleMarch 2023
TikTok as Learning Analytics Data: Framing Climate Change and Data Practices
LAK2023: LAK23: 13th International Learning Analytics and Knowledge ConferencePages 33–43https://doi.org/10.1145/3576050.3576055Climate change has far-reaching impacts on communities around the world. However, climate change education has more often focused on scientific facts and statistics at a global scale than experiences at personal and local scales. To understand how to ...
- demonstrationApril 2016
The connected learning analytics toolkit
- Kirsty Kitto,
- Aneesha Bakharia,
- Mandy Lupton,
- Dann Mallet,
- John Banks,
- Peter Bruza,
- Abelardo Pardo,
- Simon Buckingham Shum,
- Shane Dawson,
- Dragan Gašević,
- George Siemens,
- Grace Lynch
LAK '16: Proceedings of the Sixth International Conference on Learning Analytics & KnowledgePages 548–549https://doi.org/10.1145/2883851.2883881This demonstration introduces the Connected Learning Analytics (CLA) Toolkit. The CLA toolkit harvests data about student participation in specified learning activities across standard social media environments, and presents information about the nature ...
- short-paperMarch 2015
Developing a multiple-document-processing performance assessment for epistemic literacy
LAK '15: Proceedings of the Fifth International Conference on Learning Analytics And KnowledgePages 241–245https://doi.org/10.1145/2723576.2723577The LAK15 theme "shifts the focus from data to impact", noting the potential for Learning Analytics based on existing technologies to have scalable impact on learning for people of all ages. For such demand and potential in scalability to be met the ...
- research-articleMarch 2014
DCLA14: second international workshop on discourse-centric learning analytics
LAK '14: Proceedings of the Fourth International Conference on Learning Analytics And KnowledgePages 283–284https://doi.org/10.1145/2567574.2567631The 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 ...
- ArticleJanuary 2014
Badges of Friendship: Social Influence and Badge Acquisition on Stack Overflow
HICSS '14: Proceedings of the 2014 47th Hawaii International Conference on System SciencesPages 1607–1615https://doi.org/10.1109/HICSS.2014.206Badges can provide a number of advantages to networked, self-directed learners, including making visible social networks of support and direction. If badges do allow for this, we would expect to see badge acquisition to be predicted by the presence of a ...
- research-articleApril 2013
What can we learn from Facebook activity?: using social learning analytics to observe new media literacy skills
LAK '13: Proceedings of the Third International Conference on Learning Analytics and KnowledgePages 135–144https://doi.org/10.1145/2460296.2460323Social media platforms such as Facebook are now a ubiquitous part of everyday life for many people. New media scholars posit that the participatory culture encouraged by social media gives rise to new forms of literacy skills that are vital to learning. ...
- research-articleApril 2013
An evaluation of learning analytics to identify exploratory dialogue in online discussions
LAK '13: Proceedings of the Third International Conference on Learning Analytics and KnowledgePages 85–93https://doi.org/10.1145/2460296.2460313Social learning analytics are concerned with the process of knowledge construction as learners build knowledge together in their social and cultural environments. One of the most important tools employed during this process is language. In this paper we ...
- research-articleApril 2013
Epistemology, pedagogy, assessment and learning analytics
LAK '13: Proceedings of the Third International Conference on Learning Analytics and KnowledgePages 75–84https://doi.org/10.1145/2460296.2460312There is a well-established literature examining the relationships between epistemology (the nature of knowledge), pedagogy (the nature of learning and teaching), and assessment. Learning Analytics (LA) is a new assessment technology and should engage ...
- research-articleApril 2013
Visualizing social learning ties by type and topic: rationale and concept demonstrator
LAK '13: Proceedings of the Third International Conference on Learning Analytics and KnowledgePages 33–37https://doi.org/10.1145/2460296.2460305Social Learning Analytics (SLA) are designed to support students learning through social networks, and reflective practitioners engage in informal learning through a community of practice. This short paper reports work in progress to develop SLA ...
- research-articleApril 2012
Social learning analytics: five approaches
LAK '12: Proceedings of the 2nd International Conference on Learning Analytics and KnowledgePages 23–33https://doi.org/10.1145/2330601.2330616This paper proposes that Social Learning Analytics (SLA) can be usefully thought of as a subset of learning analytics approaches. SLA focuses on how learners build knowledge together in their cultural and social settings. In the context of online social ...