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Mining Users Skills Development From Interaction Traces: an exploratory study.
| Content Provider | Semantic Scholar |
|---|---|
| Author | Belin, Amaury Grigory, Antipov Blanchard, Julien Guillet, Fabrice Prié, Yannick |
| Copyright Year | 2014 |
| Abstract | In this paper, we report an exploratory work related to the detection of user skills development from large interactions traces. We present a statistical approach to tackle the development of user's low level skills by identifying patterns of action and studying their progressive automations (i.e. as a user develops skills, they execute common subsequent actions faster) as well as their evolutions (i.e. user elaborating innovative ways to achieve a common task). |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://liris.cnrs.fr/Documents/Liris-6410.pdf |
| Alternate Webpage(s) | http://yannickprie.net/publications/pdf/ihm2013.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |