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International Workshop on Intelligent Information Access

Dealing with Heterogeneity in Profiles for Personalized Information Retrieval

author: Pavel Serdyukov, Twente University
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Slides
0:00 Dealing with heterogeneity in profiles for Personalized Information Retrieval
0:19 Outline
0:41 Personalization paradigm
1:16 Profiles
2:14 Profile usage
3:25 Heterogeneity in profiles
4:33 Example: Music preferences
5:25 Evolution of context-awareness
6:32 Activity recognition
7:47 Social awareness
8:46 Context-aware profiles pt 1
9:25 Context-aware profiles pt 1a
9:46 Context-aware profiles pt 2
10:40 EM algorithm
10:46 Important applications
12:27 Context-enriched dataset
13:34 Summary
14:24 Questions

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