Abstract
We present a model where media (e.g. music files) are autonomous entities that carry their own individual information. Our goal is to turn such files into autonomous, rule-following agents capable of building their own identities from interactions with other agents and users, We are exploring how collaborative filtering-like behaviour could emerge out of large ensembles of interacting agents, which are distributed over mobile devices in social networks. We have implemented a first version of the model in the form of a music player application for mobile devices, called Push!Music. This system takes advantage of active recommendations as well as implicit user activity to build a profile for each media file.
Original language | English |
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Title of host publication | IUI '06 Proceedings of the 11th international conference on Intelligent user interfaces |
Publisher | ACM |
Pages | 291-293 |
Number of pages | 3 |
Volume | 2006 |
ISBN (Electronic) | 9781595932877 |
DOIs | |
Publication status | Published - 29 Jan 2006 |
Externally published | Yes |
Event | IUI 06 - 2006 International Conference on Intelligent User Interfaces - Sydney, Australia Duration: 29 Jan 2005 → 1 Feb 2005 |
Conference
Conference | IUI 06 - 2006 International Conference on Intelligent User Interfaces |
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Country/Territory | Australia |
City | Sydney |
Period | 29/01/05 → 1/02/05 |
Keywords
- Active Recommendation
- Distributed Collaborative Filtering
- Emergence
- Media Agents
- Media Ecologies