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UM
2010
Springer
13 years 6 months ago
User Modeling for Telecommunication Applications: Experiences and Practical Implications
Abstract. Telecommunication applications based on user modeling focus on extracting customer behavior and preferences from the information implicitly included in Call Detail Record...
Heath Hohwald, Enrique Frías-Martíne...
JSSPP
2005
Springer
14 years 1 months ago
Modeling User Runtime Estimates
User estimates of job runtimes have emerged as an important component of the workload on parallel machines, and can have a significant impact on how a scheduler treats different ...
Dan Tsafrir, Yoav Etsion, Dror G. Feitelson
MMM
2009
Springer
126views Multimedia» more  MMM 2009»
14 years 4 months ago
A User Experience Model for Home Video Summarization
In this paper, we propose a novel system for automatically summarizing home videos based on a user experience model. The user experience model takes account of user’s spontaneous...
Wei-Ting Peng, Wei-Jia Huang, Wei-Ta Chu, Chien-Na...
MMM
2007
Springer
105views Multimedia» more  MMM 2007»
14 years 1 months ago
Discovering User Information Goals with Semantic Website Media Modeling
In this work we present an approach to capture the total semantics in multimedia-multimodal web pages. Our research improves upon the state-ofthe-art with two key features: (1) cap...
Bibek Dev Bhattarai, Mike Wong, Rahul Singh
AAAI
2008
13 years 10 months ago
Maximum Entropy Inverse Reinforcement Learning
Recent research has shown the benefit of framing problems of imitation learning as solutions to Markov Decision Problems. This approach reduces learning to the problem of recoveri...
Brian Ziebart, Andrew L. Maas, J. Andrew Bagnell, ...