Abstract
With the recent advances in Internet and mobile technologies, there are increasing demands for ubiquitous access to tourist information systems for service coordination and process integration. However, due to disparate tourist information and service resources such as airlines, hotels, tour operators, it is still difficult for tourists to use them effectively during their trips or even in the planning stage. Neither can current tourist portals assist tourists proactively. To overcome this problem, we propose a Collaborative Travel Agent System (CTAS) based on a scalable, flexible, and intelligent Multi-Agent Information System (MAIS) architecture for proactive aids to Internet and mobile users. We also employ Semantic Web technologies for effective organization of information resources and service processes. We formulate our MAIS architecture for CTAS further with agent clusters based on a case study of a large service-oriented travel agency. Agent clusters may comprise several types of agents to achieve the goals involved in the major processes of a tourist’s trip. We show how agents can make use of ontology from the Semantic Web to help tourists better plan, understand, and specify their requirements collaboratively with the CTAS. We further illustrate how this can be successfully implemented with Web service technologies to integrate disparate Internet tourist resources. To conclude, we discuss and evaluate our approach from different stakeholders’ perspectives.
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Bafoutsou, G., & Mentzas, G. (2001). A comparative analysis of web-based collaborative systems. In Proceedings of the 12th International Workshop Database and Expert Systems Applications, Sept. 2001, 496–500.
Bullock, J., & Goble, C. (1998). TourisT: the application of a description logic based semantic hypermedia system for tourism. In Proceedings of the 9th ACM conference on Hypertext and hypermedia, 132–141.
Buhalis, D., & Licata, M. C. (2002). The future eTourism intermediaries. Tourism Management, 23(3), 207–220.
Cheong, F. K. W., Chiu, D. K. W., Cheung, S. C., & Hung, P. C. K. (2007). Developing a Distributed e-Monitoring System for Enterprise Website and Web Services: An Experience Report with Free Libraries and Tools, In Proceeding of the IEEE 2007 International Conference on Web Services (ICWS 2007), Salt Lake City, Utah, 1008–1015.
Chiu, D. K. W., Cheung, S. C., Kafeza, E., & Leung, H.-F. (2003). A three-tier view methodology for adapting M-services. IEEE Transactions on System, Man and Cybernetics, Part A, 33(6), 725–741.
Chiu, D. K. W., Cheung, S. C., Hung, P. C. K., & Leung, H.-F. (2004). Constraint-based Negotiation in a Multi-Agent Information System with Multiple Platform Support. In Proceedings of the 37th Hawaiian International Conference on System Science, Big Island, Hawaii, IEEE Computer Society, CDROM, 10 pages.
Chiu, D. K. W., Cheung, S. C., & Leung, H.-F. (2005a). A Multi-Agent Infrastructure for Mobile Workforce Management in a Service Oriented Enterprise, In Proceedings of the 37th Hawaiian International Conference on System Science, Big Island, Hawaii, IEEE Computer Society, CDROM, 10 pages.
Chiu, D. K. W., Kok, D., Lee, A., & Cheung, S. C. (2005b). Integrating legacy sites into web services with WebXcript. International Journal of Cooperative Information Systems, 14(1), 25–44.
Chiu, D. K. W., Lee, O., & Leung, H.-F. (2005c). A Multi-Modal Agent Based Mobile Route Advisory System for Public Transport Network. In Proceedings of the 37th Hawaiian International Conference on System Science, Big Island, Hawaii, IEEE Computer Society, CDROM, 10 pages.
Chiu, D. K. W., Cheung, S. C., Hung, P. C. K., & Leung, H. F. (2005d). Facilitating e-Negotiation Process with Semantic Web Technologies, In Proc HICSS38, Big Island, Hawaii, IEEE Computer Society, CDROM, 10 pages.
Chiu, D. K. W., Hong, D., Shen, Y. V., Cheung, S. C., & Kafeza, E. (2007). Ubiquitous enterprise service adaptations based on contextual user behavior. Information Systems Frontier, 9(4), 343–358.
Chiu, D. K. W., Leung, H. F., & Lam, K. M. (2008). On the Making of Service Recommendations: an Action Theory based on Utility, Reputation, and Risk Attitude. Expert Systems with Applications, 41, 1. Available: http://dx.doi.org/10.1016/j.eswa.2008.01.055.
Choy, M. C., Srinivasan, D., & Cheu, R. L. (2003). Cooperative, hybrid agent architecture for real-time traffic signal control. IEEE Transactions on System, Man and Cybernetics, Part A, 33(5), 597–607.
Corkill, D. D. (1979). Hierarchical planning in a distributed environment. In Proceedings of the Sixth International Joint Conference on Artificial Intelligence (Tokyo), 168–175.
Fraile, J.-C., Paredis, C. J. J., Wang, C.-H., & Khosla, P. K. (1999). Agent-based planning and control of a multi-manipulator assembly system, In Proceedings of the IEEE International Conference on Robotics and Automation, 2, 1219–1225.
Fensel, D., McGuiness, D. L., Schulten, E., Ng, W. K., Lim, E. P., & Yan, G. (2001). Ontologies and electronic commerce. IEEE Intelligent Systems, 16(1), 8–14.
Garrido, L., Brena, R., & Sycara, K. (1996). Cognitive modeling and group adaptation in intelligent multi-agent meeting scheduling, In Proceedings of the 1st Iberoamerican Workshop on Distributed Artificial Intelligence and Multi-Agent Systems, 55–72.
Guido, B., Roberto, G., Di Tria, P., & Bisio, R. (1998). Workforce management (WFM) issues. In Proceedings of the IEEE Network Operations and Management Symposium (NOMS 98), 2, 473–482.
Gerst, M. H. (2003). The role of standardisation in the context of E-collaboration: ASNAP shot. In Proceedings of the 3rd Conference on Standardization and Innovation in Information Technology, 113–119.
He, M., Jennings, N. R., & Leung, H.-F. (2003). On agent-mediated electronic commerce. IEEE Transactions on Knowledge and Data Engineering, 15(4), 985–1003.
Jing, J., Huff, K., Hurwitz, B., Sinha, H., Robinson, B., & Feblowitz, M. (2000). WHAM: supporting mobile workforce and applications in workflow environments. In Proceedings of the 10th International Workshop on Research Issues in Data Engineering (RIDE 2000), San Diego, CA, 31–38.
Kafeza, E., Chiu, D. K. W., Cheung, S. C., & Kafeza, M. (2004). Alerts in mobile healthcare applications: Requirements and pilot study. IEEE Transactions on Information Technology for Biomedicine, 8(2), 173–181.
Lacy, L. W. (2005). Owl: Representing information using the web ontology language. Victoria, Canada: Trafford.
Lin, F.-C., & Kuo, C.-N. (2002). Cooperative multi-agent negotiation for electronic commerce based on mobile agents. In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 3, 6 pages.
Lin, F.-R., & Pai, Y.-H. (2000). Using multi-agent simulation and learning to design new business processes. In IEEE Transactions on System, Man and Cybernetics, Part A, 30, 3, 380–384.
Lin, F.-R., Tan, G. W., & Shaw, M. J. (1998). Modeling supply-chain networks by a multi-agent system. In Proceedings of the 31st Hawaiian International Conference on System Science, Kohala Coast, Hawaii, 5, 105–114.
Lin, Y.-B., & Chlamtac, I. (2000). Wireless and mobile network architectures, Wiley.
Lo, G., & Kersten, G. K. (1998). Negotiation in Electronic Commerce: Integrating Negotiation Support and Software Agent Technologies. In Proceedings of the 29th Atlantic Schools of Business Conference.
Luo, Y., Liu, K., & Davis, D. N. (2002). A multi-agent decision support system for stock trading. IEEE Network, 16(1), 20–27.
Lyytinen, K., & Yoo, Y. (2002). Research commentary: The next wave of nomadic computing. Information Systems Research, 13(4), 377–388.
Poslad, S., Laamanen, H., Malaka, R. Nick, A., Buckle, P., & Zip, A. (2001). CRUMPET: creation of user-friendly mobile services personalised for tourism. In Proceedings of the 2nd International Conference on 3G Mobile Communication Technologies, 28–32.
Rayman-Bacchus, L., & Molina, A. (2001). Internet-based tourism services: Business issues and trends. Futures, 33(7), 589–605.
Sandip, S. (1997) Developing an automated distributed meeting scheduler. IEEE Expert, 41–45.
Shitani, T., Ito, T., & Sycara, K. (2000) Multiple negotiations among agents for a distributed meeting scheduler, In Proceedings of the 4th International Conference on MultiAgent Systems, 435–436.
Shakshuki, E., Ghenniwa, H. & Kamel, M. (2000). A multi-agent system architecture for information gathering. In Proceedings of the 11th International Workshop on Database and Expert Systems Applications, Los Alamitos, CA, USA, 732–736.
Stabb, S., Werther, H., Ricci, F., Zipf, A., Gretzel, U., Fesenmaier, D. R., et al. (2002). Intelligent systems for tourism. IEEE Intelligent Systems, 17(6), 53–66.
Sycara, K., & Zeng, D. (1996). Coordination of multiple intelligent software agents. International Journal of Cooperative Information Systems, 5, 2–3.
Tsang, E (1993). Foundations of constraint satisfaction. London: Academic.
Van Lamsweerde, A., Darimont, R., Massonet., P. (1995) Goal-Directed Elaboration of Requirements for a Meeting Scheduler: Problems and Lessons Learnt. In Proceedings of the 2nd IEEE Intl. Symposium on Requirements Engineering (RE’95), 194–203.
Yeung, C., Tung, P.-F., & Yen, J. (1998). A multi-agent based tourism kiosk on Internet. In Proceedings of the 31th Hawaiian International Conference on System Science, Kohala Coast, Hawaii, 4, 452–461.
Yueh, Y. T. F., Chiu, D. K. W., Leung, H.-F., Hung, P. C. K. (2007). A virtual travel agent system for M-tourism with a web service based design and implementation. In Proceedings of the IEEE 21st International Conference on Advanced Information Networking and Applications (AINA-07), Niagara Falls, Canada, 142–149.
World Tourism Organization (2006). Tourism market trends 2005: World overview & tourism topics. Madrid, Spain: World Tourism Organization.
Wegner, L., Paul, M., Thamm, J., & Thelemann, S. (1996). A Visual Interface for Synchronous Collaboration and Negotiated Transactions. In Proc. Workshop on Advanced Visual Interfaces, 156–165.
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This work was supported by NSFC Grants of China (60473091 and 60673175).
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A preliminary version of this paper has been presented at the IEEE 21st International Conference on Advanced Information Networking and Applications (Yueh et al. 2007).
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Chiu, D.K.W., Yueh, Y.T.F., Leung, Hf. et al. Towards ubiquitous tourist service coordination and process integration: A collaborative travel agent system architecture with semantic web services. Inf Syst Front 11, 241–256 (2009). https://doi.org/10.1007/s10796-008-9087-2
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DOI: https://doi.org/10.1007/s10796-008-9087-2