PROVIDING RECOMMENDATIONS IN AN AGENT-BASED TRANSPORTATION TRANSACTIONS MANAGEMENT PLATFORM
Alexis Lazanas, Nikos Karacapilidis, Yiannis Pirovolakis
2006
Abstract
Diverse recommendation techniques have been already proposed and encapsulated into several e-business systems aiming to perform a more accurate evaluation of the existing alternatives and accordingly augment the assistance provided to the users involved. Extending previous work, this paper focuses on the development of a recommendation module for transportation transactions purposes and its integration in a web-based platform. The module is built according to a hybrid recommendation technique, which combines the advantages of collaborative filtering and knowledge-based recommendations. The proposed technique and supporting module enable customers to consider in detail alternative transportation transactions satisfying their requests, as well as to evaluate such transactions after their completion.
References
- Brin, S. and Page, L.: 1998, The anatomy of a large-scale hyper textual {Web} search engine. Computer Networks and ISDN Systems, 30(1-7), 107-117.
- Burke, R. (2002). Hybrid Recommender Systems: Survey and Experiments. User Modeling and User-Adapted Interaction, 12, pp. 331-370.
- Cho, Y., Kim J. and Kim, S. (2002). A personalized recommender system based on web usage mining and decision tree induction. Expert Systems with Applications, 23, pp. 329-342.
- Crauser A., Mehlhorn K., Meyer U. and Sanders P., 1998. A Parallelization of Dijkstra's Shortest Path Algorithm. In Proceedings of 23rd International Symposium, MFCS'98, Brno, Czech Republic.
- Karacapilidis N., Lazanas A., Megalokonomos G. and Moraitis P., 2006: On the Development of a Webbased System for Transportation Services. Information Sciences (in press).
- Lazanas A., Evangelou C., and Karacapilidis N. (2005): Ontology-Driven Decision Making in Transportation Transactions Management. In W. Abramowicz (ed.), Proc. of the 8th Int. Conf. on Business Information Systems, Poznan, Poland, April 20-22, pp. 228-241.
- Resnick, P., Iacovou, N., Suchak, M., Bergstrom, P., and Riedl, J. (1994). GroupLens: An Open Architecture for Collaborative Filtering of Netnews. In Proceedings of CSCW 7894, Chapel Hill, NC.
- Sarwar, B.M., Karypis, G., Konstan, J.A. and Riedl, J. (2000). Analysis of Recommender Algorithms for ECommerce. In Proceedings of the ACM Conference on e-Commerce, Minneapolis, MI, October 17-20, 2000, ACM Press, pp. 158-167.
- Schmitt, S. and Bergmann, R.: 1999, Applying case-based reasoning technology for product selection and customization in electronic commerce environments. 12th Bled Electronic Commerce Conference. Bled, Slovenia, June 7-9, 1999.
Paper Citation
in Harvard Style
Lazanas A., Karacapilidis N. and Pirovolakis Y. (2006). PROVIDING RECOMMENDATIONS IN AN AGENT-BASED TRANSPORTATION TRANSACTIONS MANAGEMENT PLATFORM . In Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 4: ICEIS, ISBN 978-972-8865-44-3, pages 87-92. DOI: 10.5220/0002461900870092
in Bibtex Style
@conference{iceis06,
author={Alexis Lazanas and Nikos Karacapilidis and Yiannis Pirovolakis},
title={PROVIDING RECOMMENDATIONS IN AN AGENT-BASED TRANSPORTATION TRANSACTIONS MANAGEMENT PLATFORM},
booktitle={Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 4: ICEIS,},
year={2006},
pages={87-92},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002461900870092},
isbn={978-972-8865-44-3},
}
in EndNote Style
TY - CONF
JO - Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 4: ICEIS,
TI - PROVIDING RECOMMENDATIONS IN AN AGENT-BASED TRANSPORTATION TRANSACTIONS MANAGEMENT PLATFORM
SN - 978-972-8865-44-3
AU - Lazanas A.
AU - Karacapilidis N.
AU - Pirovolakis Y.
PY - 2006
SP - 87
EP - 92
DO - 10.5220/0002461900870092