Abstract
This paper discusses the use of Evolving Personal Agent Environments as a potential solution to the problem of information overload as experienced in habitual Web surfing. Some first experimental results on evolving user profiles using speciating hybrid GAs, the reasoning behind them and support for their potential application in mobile, wireless and location aware information devices are also presented.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Hallo, B. (1998): How the PC will Disappear, IEEE Computer 31, 136–138
Kleinrock, L. (1999): Nomadic Computing and Smart Spaces, IEEE Internet Computing 4, 52–53
Ireland, P. (1999): Management Paradigm to Reduce Information Overload, Computing and Control Engineering Journal 10, 29–32
Bowman, C.M., Danzig, P.B., Manber, U. and Schwartz, F. (1994): Scalable Internet Resource Discovery: Research Problems and Approaches, Commun ACM 37, 98–107
Pagonis, J. and Sinclair, M.C. (1999): Evolving Personal Agent Environments to Reduce Internet Information Overload: Initial Considerations. In: IEE Colloquium on Lost in the Web: Navigation on the Internet, Digest No. 1999/169, London, UK, 2/1–2/10
Billinghurst, M. and Starner, T. (1999): New Ways to Manage Information, Computer 32, 57–64
Moukas, A.G. (1996): Amalthaea: Information Discovery and Filtering using a Multiagent Evolving Ecosystem. In: Conf. on Practical Application of Intelligent Agents and Multi-Agent Technology, London, UK
Moukas, A. (1997): Amalthaea: Information Discovery and Filtering Using a Multiagent Evolving Ecosystem, Applied Artificial Intelligence 11, 437–457
Moukas, A. and Maes, P. (1998): Amalthaea: An Evolving Multi-agent Information Filtering and Discovery System for the WWW, Autonomous Agents and Multi-Agent Systems 1, 59–88
Chen, H.C., Chung, Y.M., Ramsey, M. and Yang, C.C. (1998): An Intelligent Personal Spider ( Agent) for Dynamic Internet/Intranet Searching, Decision Support Systems 23, 41–58
Chen, H.C., Houston, A.L., Sewell, R.R. and Schatz, B.R. (1998): Internet Browsing and Searching: User Evaluations of Category Map and Concept Space Techniques, Journal of the American Society for Information Science 49, 582–603
Chen, L. and Sycara, K. (1998): WebMate: A Personal Agent for Browsing and Searching. In: 2nd Intl. Conf. on Autonomous Agents and Multiagent Systems, Minneapolis, USA, 132–139
WebMate, http://www.cs.cmu.edu/~softagents/webmate.html
Autonomy, Technology White Paper, http://www.autonomy.com/tech/wp.html
Sinclair, M.C. (1998) Operator-probability Adaptation in a Geneticalgorithm/Heuristic Hybrid for Optical Network Wavelength Allocation. In: IEEE Intl. Conf. on Evolutionary Computation (ICEC’98), Anchorage, Alaska, USA, 840–845
Sinclair, M.C. (1998): NOMaD: An Optical Network Optimisation, Modelling and Design Toolset. In: IEE Colloquium on Multiwavelength Optical Networks: Devices, Systems and Network Implementations, Digest No. 1998/296, London, 6/1–6/6
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2001 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Pagonis, J., Sinclair, M.C. (2001). Evolving User Profiles to Reduce Internet Information Overload. In: John, R., Birkenhead, R. (eds) Developments in Soft Computing. Advances in Soft Computing, vol 9. Physica, Heidelberg. https://doi.org/10.1007/978-3-7908-1829-1_12
Download citation
DOI: https://doi.org/10.1007/978-3-7908-1829-1_12
Publisher Name: Physica, Heidelberg
Print ISBN: 978-3-7908-1361-6
Online ISBN: 978-3-7908-1829-1
eBook Packages: Springer Book Archive