COMBINING DESKTOP DATA AND WEB 3.0 TECHNOLOGIES TO PROFILE A USER
Vasileios Lapatas, Michalis Stefanidakis
2010
Abstract
An interesting promise of Web 3.0 is the seamless integration of desktop and web spaces. Private data, locked until recently inside a user’s computer, can lead to the intelligent generation of web content. This paper presents an idea of how desktop and web data can be integrated in creative ways in the World Wide Web. As a proof of concept, an application which can profile a user based on his bookmarks is being demonstrated. An existing web service is used to classify bookmarks, enabling thus platforms with limited processing power to perform the profiling process. Results gathered from the classification process indicate that even a generic untrainable and not fine-tuneable classifier can produce results with high accuracy. With accurate user profiles web content can be created in an intelligent way, enabling better Web 3.0 applications.
References
- Aumueller, D. and Auer, S., 2005. Towards a Semantic Wiki Experience - Desktop Integration and Interactivity in Wiksar. In proceedings of the 1st Workshop on The Semantic Desktop, Next Generation Personal Information Management and Collaboration Infrastructure.
- Baykan, E., Henzinger, M., Marian, L. and Weber, I., 2009. Purely URL-based topic classification. WWW 7809: Proceedings of the 18th international conference on World wide web.
- Benz, D., Tso, K. and Thieme, L., 2006. Automatic bookmark classification - a collaborative approach. In Proceedings of the 2nd Workshop in Innovations in Web Infrastructure (IWI2) at WWW2006.
- Dunn, M., Gwertzman, J., Layman A., Partovi, H., 1997. Privacy and Profiling on the Web. [online] [02 November 2009] <http://www.w3.org/TR/NOTEWebprivacy>.
- Franz, T., Dellschaft, K., Staab, S., 2009. Unlock Your Data: The Case of MyTag. In FIS 7808: Proceedings of 1st Future Internet Symposium.
- Kan, M. Y. and Thi, H. O. N., 2005. Fast webpage classification using URL features. CIKM 7805: Proceedings of the 14th ACM international conference on Information and knowledge management.
- Möller, K., Decker, S., 2005. Harvesting Desktop Data for Semantic Blogging. In proceedings of Semantic Desktop Workshop at the ISWC.
- Sauermann, L., 2005. The Gnowsis Semantic Desktop for Information Integration. In proceedings of IOA 2005 Workshop at the WM.
- Teevan, J., Dumails, S. and Horvitz, E., 2005. Personalizing search via automated analysis of interests and activities. In SIGIR 7805: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval.
- Thuraisingham, B., 2002. Data mining, national security, privacy and civil liberties. In SIGKDD Explor. Newsl.
- URLclassifier, 2009. [online] [08 September 2009] <http:///www.urlclassifier.com>.
Paper Citation
in Harvard Style
Lapatas V. and Stefanidakis M. (2010). COMBINING DESKTOP DATA AND WEB 3.0 TECHNOLOGIES TO PROFILE A USER . In Proceedings of the 6th International Conference on Web Information Systems and Technology - Volume 1: WEBIST, ISBN 978-989-674-025-2, pages 350-353. DOI: 10.5220/0002806903500353
in Bibtex Style
@conference{webist10,
author={Vasileios Lapatas and Michalis Stefanidakis},
title={COMBINING DESKTOP DATA AND WEB 3.0 TECHNOLOGIES TO PROFILE A USER},
booktitle={Proceedings of the 6th International Conference on Web Information Systems and Technology - Volume 1: WEBIST,},
year={2010},
pages={350-353},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002806903500353},
isbn={978-989-674-025-2},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 6th International Conference on Web Information Systems and Technology - Volume 1: WEBIST,
TI - COMBINING DESKTOP DATA AND WEB 3.0 TECHNOLOGIES TO PROFILE A USER
SN - 978-989-674-025-2
AU - Lapatas V.
AU - Stefanidakis M.
PY - 2010
SP - 350
EP - 353
DO - 10.5220/0002806903500353