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UM
2007
Springer
16 years 26 days ago
A User Independent, Biosignal Based, Emotion Recognition Method
A physiological signal based emotion recognition method, for the assessment of three emotional classes: happiness, disgust and fear, is presented. Our approach consists of four ste...
Georgios Rigas, C. D. Katsis, George Ganiatsas, Di...
UM
2007
Springer
16 years 26 days ago
Exploiting Evidence Analysis in Plan Recognition
Information graphics, such as bar charts and line graphs, that appear in popular media generally have a message that they are intended to convey. We have developed a novel plan inf...
Sandra Carberry, Stephanie Elzer
UM
2007
Springer
16 years 26 days ago
A Practical Activity Capture Framework for Personal, Lifetime User Modeling
Abstract. This paper addresses the problem of capturing rich, longterm personal activity logs of users’ interactions with their workstations, for the purpose of deriving predicti...
Max Van Kleek, Howard E. Shrobe
UM
2007
Springer
16 years 26 days ago
Preference-Based Organization Interfaces: Aiding User Critiques in Recommender Systems
Users’ critiques to the current recommendation form a crucial feedback mechanism for refining their preference models and improving a system’s accuracy in recommendations that ...
Li Chen, Pearl Pu
UM
2007
Springer
16 years 26 days ago
Principles of Lifelong Learning for Predictive User Modeling
Predictive user models often require a phase of effortful supervised training where cases are tagged with labels that represent the status of unobservable variables. We formulate a...
Ashish Kapoor, Eric Horvitz
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