A recommendation agent for mobile phone users using Bayesian behavior prediction

Yongjun Kim, Sung Bae Cho

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

This paper presents a novel agent system which provides a user with useful recommendations of behavior and information based on behavior prediction. The agent understands user's context from a GPS sensor and a mobile phone, and predicts user's future behavior based on user's context. And the prediction of user's future behavior can be used to provide the user with the suggestion of performing behavior and/or the recommendation of information which are relevant to the predicted user's behavior. Here, behavior prediction is performed by Dynamic Bayesian Network, which can handle time-series data. The experimental results showed that the proposed agent system was enough to provide convenient recommendation services to users.

Original languageEnglish
Title of host publication3rd International Conference on Mobile Ubiquitous Computing, Systems, Services, and Technologies, UBICOMM 2009
Pages283-288
Number of pages6
DOIs
Publication statusPublished - 2009 Dec 1
Event3rd International Conference on Mobile Ubiquitous Computing, Systems, Services, and Technologies, UBICOMM 2009 - Sliema, Malta
Duration: 2009 Oct 112009 Oct 16

Publication series

Name3rd International Conference on Mobile Ubiquitous Computing, Systems, Services, and Technologies, UBICOMM 2009

Other

Other3rd International Conference on Mobile Ubiquitous Computing, Systems, Services, and Technologies, UBICOMM 2009
CountryMalta
CitySliema
Period09/10/1109/10/16

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Software

Fingerprint Dive into the research topics of 'A recommendation agent for mobile phone users using Bayesian behavior prediction'. Together they form a unique fingerprint.

  • Cite this

    Kim, Y., & Cho, S. B. (2009). A recommendation agent for mobile phone users using Bayesian behavior prediction. In 3rd International Conference on Mobile Ubiquitous Computing, Systems, Services, and Technologies, UBICOMM 2009 (pp. 283-288). [5361640] (3rd International Conference on Mobile Ubiquitous Computing, Systems, Services, and Technologies, UBICOMM 2009). https://doi.org/10.1109/UBICOMM.2009.39