Mining Users Skills Development From Interaction Traces: an exploratory study. - Archive ouverte HAL Access content directly
Conference Papers Year : 2014

Mining Users Skills Development From Interaction Traces: an exploratory study.

(1) , (2) , (2) , (2) , (3)
1
2
3

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).
Not file

Dates and versions

hal-00984772 , version 1 (28-04-2014)

Identifiers

  • HAL Id : hal-00984772 , version 1

Cite

Amaury Belin, Antipov Grigory, Julien Blanchard, Fabrice Guillet, Yannick Prié. Mining Users Skills Development From Interaction Traces: an exploratory study.. Atelier Fouille visuelle de données temporelles, IHM 2013, Nov 2014, Bordeaux, France. 2p. ⟨hal-00984772⟩
248 View
0 Download

Share

Gmail Facebook Twitter LinkedIn More