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Sensing and Using Social Context

delete2008-11-20
delete22
PRE
AI
B
Brett Adams *
D
Dinh Phung
S
Svetha Venkatesh
DOI:10.1145/1413862.1413864delete
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摘要

摘要

En 中文
We present online algorithms to extract social context: Social spheres are labeled locations of significance, represented as convex hulls extracted from GPS traces. Colocation is determined from Bluetooth and GPS to extract social rhythms, patterns in time, duration, place, and people corresponding to real-world activities. Social ties are formulated from proximity and shared spheres and rhythms. Quantitative evaluation is performed for 10+ million samples over 45 man-months. Applications are presented with assessment of perceived utility: Socio-Graph, a video and photo browser with filters for social metadata, and Jive, a blog browser that uses rhythms to discover similarity between entries automatically.
Keyword:
Algorithms
Human Factors
Experimentation
Multimedia browsing
social context
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期刊

ACM Transactions on Multimedia Computing Communications and Applications 封面图
ACM Transactions on Multimedia Computing Communications and Applications
IF:
6
论文数:
2.0K
被引数:
5.4K

机构

C
Curtin University
学者数:
1.5W
论文数: 1.8W
被引数: 2.8W
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