Rhythm Modeling, Visualizations, and Applications (2003)
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| Venue: | Proceedings of the ACM Symposium on User Interface Software and Technology (UIST |
| Citations: | 45 - 1 self |
BibTeX
@INPROCEEDINGS{Begole03rhythmmodeling,,
author = {James “bo Begole and John C. Tang},
title = {Rhythm Modeling, Visualizations, and Applications},
booktitle = {Proceedings of the ACM Symposium on User Interface Software and Technology (UIST},
year = {2003},
pages = {11--20},
publisher = {ACM Press}
}
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Abstract
People use their awareness of others ' temporal patterns to plan work activities and communication. This paper presents algorithms for programatically detecting and modeling temporal patterns from a record of online presence data. We describe analytic and end-user visualizations of rhythmic patterns and the tradeoffs between them. We conducted a design study that explored the accuracy of the derived rhythm models compared to user perceptions, user preference among the visualization alternatives, and users' privacy preferences. We also present a prototype application based on the rhythm model that detects when a person is “away ” for an extended period and predicts their return. We discuss the implications of this technology on the design of computer-mediated communication.
