#lak13 Conference & Workshops
Last week I attended the 3rd ACM Learning Analytics and Knowledge conference (LAK13) in Leuven, Belgium. Beautiful city and gorgeous beer aside the 3 day conference and 2 days of workshops were a productive and interesting space and a great networking opportunity. Because it’s a bit closer to my area, and I’ve moved on since Texas, in terms of specific outputs and thinking that took place I’m going to save it for posts specifically related to my work (or, for the thesis) but here’s some general thoughts on the whole week.
My take home messages:
- “We should all be philosophers” John Beherens said (so it must be true)
- There is a real epistemological interest in the community re: research methods, student epistemic practices such as credibility checking, and what it means for people to ‘know’ content/skills in educational contexts (good job too as this was what Simon Karen and I wrote our paper on – epistemology, pedagogy, assessment and learning analytics)
- There is also a real interest in pedagogy – what systems fit well with LA (-ve/+ve impact); how can pedagogy be responsive in light of student data; how do we measure engagement/learning/collaboration/quality, etc.
- Plenty of people are also working within current systems, looking at analytics to support and improve the current models, including in moocs – and that’s an entirely pragmatically sensible thing to do, I’d hate for us to forget about the ‘foundational’ element, but we also need to work on what we’ve got, particularly where there are obvious ways to do so and have an impact (although we shouldn’t forget to say “we’ve improved outcomes…but are these really the outcomes we want to improve” where appropriate)
- Methodologically there are fascinating things going on and incredibly impressive developments – people are using some fairly low tech stuff to good effect, and really pushing at boundaries in other respects. That said, having been to CSCW I also would’ve loved to bring some of more of the people there to LAK – Wikipedia and mediawiki work have such obvious potential in LA, but haven’t been used much so far, cscw people were doing amazing things with it so it’d be cool to have some of that activity in LAK too. Similarly there were a few language processing tools from CSCW with possible LAK application (although there’s also really cool work going on in the community on that area for sure). Some new developments I’d guess won’t be from new techniques, but new (and integrated) applications.
LAK13 Experience
Personally I was particularly pleased to meet some people I’ve only met online, and to meet some people working in somewhat similar areas to me on epistemic practices including Golnaz Arastoopour (who aside from anything else, we can thank for the much improved appearance of my blog…at time of writing 😉 ) and David Williamson Shaffer (her supervisor) who work on ‘epistemic games‘ at University of Wisconsin-Madison – I’m hoping to pay a visit in the not too distant future to talk about the discourse analytics they’ve developed and its potential application in collaborative information seeking contexts :-).
My Papers
This was also a particularly important conference for me as I had workshop paper: Discourse, Computation and Context – Sociocultural DCLA Revisited (presentation on slideshare with audio); and full paper (with best paper nomination): Epistemology, Pedagogy, Assessment, and Learning Analytics (presentation on slideshare, video to follow). Both papers seemed well received – although in hindsight I would have framed the first slightly differently in the presentation – and I’ve finally broken out of my awful habit of presenting minimalistic plain text on black backgrounds.
OU Representation at LAK13
The OU was well represented with involvement in (not necessarily lead involvement) at least 7 papers at the full conference (apologies if I’ve missed any) including the ‘best paper’ nominated paper Simon, Karen and I wrote, and plenty more at the workshops. Those papers are below. That meant we had probably around 10 attendees, which must’ve made us one of the best represented university (although Stanford certainly had quite a few too, and I’m sure other places too).
Time: 2013-04-10 12:00-12:30
In your schedule Cancel
Authors: Mathieu D’Aquin Nicolas Jay

Tags: data mining linked data leaning analytics course enrolment sequence mining interpretation sequential analytics sequence enrollment ou
Abstract: Learning Analytics by nature relies on computational information processing activities intended to e…
Time: 2013-04-10 16:15-16:36
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Authors: Annika Wolff Zdenek Zdrahal Andriy Nikolov Michal Pantucek

Tags: predictive modelling retention student data virtual learning environment distance learning vle dm ou
Abstract: One of the key interests for learning analytics is how it can be used to improve retention. This pap…
Time: 2013-04-10 16:36-17:00
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Authors: Doug Clow

Tags: learning analytics participation academic mooc moocs analytics massive open online courses massive open online courses ou
Abstract: Massive Online Open Courses (MOOCs) are growing substantially in numbers, and also in interest from …
Time: 2013-04-11 10:45-11:15
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An evaluation of policy frameworks for addressing ethical considerations in learning analytics
Authors: Paul Prinsloo Sharon Slade

Tags: learning analytics policy ethics distance learning policy distance learning policy framework data privacy informed consent data governance ou
Abstract: Higher education institutions have collected and analysed student data for years, although the purpo…
Time: 2013-04-11 15:15-15:45
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Authors: Simon Knight Simon Buckingham Shum Karen Littleton

Tags: assessment learning analytics educational assessment pedagogy la epistemology discourse analytics social learning analytics discourse analysis sociocultural ou
Abstract: There is a well-established literature examining the relationships between epistemology (the nature …
Time: 2013-04-11 15:45-16:15
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Authors: Rebecca Ferguson Zhongyu Wei Yulan He Simon Buckingham Shum

Tags: social dialogue learning analytics educational assessment discourse analytics computational linguistics cue-phrase matching educational dialogue exploratory dialogue k-nearest neighbour maxent discourse_analytics computational linguistics ou
Abstract: Social learning analytics are concerned with the process of knowledge construction as learners build…
Time: 2013-04-12 12:20-12:40
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Authors: Bieke Schreurs Chris Teplovs Rebecca Ferguson Maarten De Laat Simon Buckingham Shum

Tags: social-network visualization visualisation sna social network analysis social network analy social learning analytics networked learning social_network_analysis social learning analytics network analytics social learning analytics network awareness tool ou
Abstract: Social Learning Analytics (SLA) are designed to support students learning through social networks, a…
My Schedule
This is more for my own records than anyone else’s interest…sorry, but I (scheduled at least) to attend the below talks:
2013-04-10 09:00-10:15
Keynote: Marsha Lovett
Type: Keynote
2013-04-10 10:40-11:30
Session after keynote with Marsha Lovett
Type: Discussion
2013-04-10 12:00-12:30

Sequence analytics
Type: Full research paper

2013-04-10 14:15-15:15
Panel: The New Breed of Educational Data Scientists
Type: Panel
2013-04-10 17:00-18:30
Poster session and demos
Type: Posters and informal demos
2013-04-10 17:00-18:30
Poster session and demos
Type: Posters and informal demos
2013-04-11 11:15-11:45

Communication and collaboration
Type: Full research paper

2013-04-11 13:15-14:15
Panel: Crafting Transformative Strategies for Personalized Learning/Analytics
Type: Panel

2013-04-11 16:45-18:15
Panel: Recent and Desired Future Trends in Learning Analytics Research
Type: Panel
2013-04-12 12:20-12:40
Analytic Architectures
Type: Short paper




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