By Francesco Ricci, Kalina Bontcheva, Owen Conlan, Séamus Lawless
This publication constitutes the refereed complaints of the twenty third foreign convention on person Modeling, edition and Personalization, UMAP 2015, held in Dublin, eire, in June/July 2015.
The 25 lengthy and seven brief papers of the learn paper tune have been rigorously reviewed and chosen from 112 submissions. The papers replicate the convention topic "Contextualizing the World", highlighting the importance and effect of consumer modeling and adaptive applied sciences on a great number of daily program components comparable to: clever studying environments, recommender structures, e-commerce, ads, customized details retrieval and entry, electronic humanities, e-government, cultural history, and custom-made health.
Read Online or Download User Modeling, Adaptation and Personalization: 23rd International Conference, UMAP 2015, Dublin, Ireland, June 29 -- July 3, 2015. Proceedings PDF
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Additional resources for User Modeling, Adaptation and Personalization: 23rd International Conference, UMAP 2015, Dublin, Ireland, June 29 -- July 3, 2015. Proceedings
Journal of Research in Personality 37(6), 504–528 (2003) 11. : Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. Guilford Press, New York (2008) 12. : Personality, motivation and video games. In: Proc. OZCHI, pp. 276–279 (2010) 13. : Personality, genre and videogame play experience. In: Proc. of FuGa 2012, pp. 117–120 (2012) 14. : Validation of the five-factor model of personality across instruments and observers. Journal of Personality and Social Psychology 52(1), 81 (1987) 15.
Therefore, they reflect a form of MW that occurs with metacognitive awareness. As discussed in the related works below, all of the previous work on MW detection has focused on probe-caught reports. In this paper we introduce the first automatic user-independent detector of MW with metacognitive awareness. As elaborated below, this raised a number of technical challenges that needed to be addressed. Related Work. A large amount of research has been done in the field of attentional state estimation, which is a subfield of user state estimation.
3 proportion of positive instances of MW. This proportion corresponds to the proportion of positive probe-caught reports in our data and is similar to proportions of MW reported in previous studies on MW during reading [11, 23]. The third pertinent issue was to identify a point at which to analyze gaze data for the negative instances for non-report pages. , movement, looking at the keyboard). The length of the window was a parameter that varied as noted below. For negative probe-caught pages, the window also ended two seconds before the probe response.