Summary
The World Wide Web contains a vast amount of various information stored in a huge number of distributed web sites. Search engines and information agents have been developed to facilitate efficient information retrieval tasks from the web. By integrating multiple search engines and information agents as an interoperable system, we increase each value of them. In conventional information integration systems, the integration process is designed by system designers and is concealed from the end users.
This chapter proposes an interactive multiagent-based interface called the Multiple Characters Interface (MCI) where animated life-like agents interact with each other and with the user for assisting in information retrieval. By using the MCI, even a novice user can create a team of information agents and can self-customize the agents through interactions with them. We report here on the architecture of the MCI and two prototype systems based on the MCI, Venus and Mars, which is a cooperative multiagent system for information retrieval, and Recommendation Battlers, which is a competitive multiagent system for information recommendation. We also perform an evaluation experiment based on the Wizard of Oz method and show that multiple life-like agents tend to broaden the user’s interest in the course of information retrieval.
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References
André, E., Rist, T.: Adding life-like synthetic characters to the web. In: Cooperative Information Agents IV,LNAI 1860 (Springer, Berlin New York 2000) pp 1–13
André, E., Rist, T. Muller, J.: Employing AI methods to control the behavior of animated interface agents. Applied Artificial Intelligence 13:415–448 (1999)
Ball, G., et al.: Lifelike computer characters: The Persona Project at Microsoft. Software Agents,ed Bradshow, J.M. (AAAI Press, Menlo Park, CA 1997) pp 191–222
Bayardo Jr., R.J., Bohrer, W., et al.: InfoSleuth: Agent-based semantic integration of information in open and dynamic environments. In: Proceedings ACM SIGMOD International Conference on Management of Data (1997) pp 195–206
Berners-Lee, T., Hendler, J. Lassila, O.: The semantic web, Scientific American, May 17 (2001)
Cassell, J., Sullivan, J., Prevost, S., Churchill, E. (eds): Embodied Conversational Agents ( The MIT Press, Cambridge, MA 2000 )
Chawathe, S., et al.: The TSIMMIS project: Integration of heterogeneous information sources. In: Proceedings of IPSJ Conference (1994) pp 7–18
Dahlback, N., Jonsson, A., Ahrenberg, L.: Wizard of Oz studies — why and how, In: Proceedings of the International Workshop on Intelligent User Interfaces (1993) pp 193–200
Doorenbos, R.B., Etzioni, O., Weld, D.S.: A scalable comparison-shopping agent for the world-wide web. In: Proceedings of the 1st International Conference on Autonomous Agents (1997) pp 39–48
Finin, T., Labrou, Y., Mayfield, J.: KQML as an Agent Communication Language. Software Agents, ed Bradshow, J.M. ( AAAI Press, Menlo Park, CA 1997 ) pp 291–316
Genesereth, M.R.: An agent-based framework for interoperability. In Software Agents, ed Bradshow, J.M. ( AAAI Press, Menlo Park, CA 1997 ) 317–345
Hearst, M.A.: Information integration. IEEE Intelligent Systems 13 (5): 12–24 (1998)
Hendler, J.: Agents and the semantic web. IEEE Intelligent Systems 16 (2): 30–37 (2001)
Howe, A.E., Dreilinger, D.: Savvy search: A metasearch engine that learns which search engines to query. AI Magazine 18 (2): 19–25 (1997)
Ishida, T.: Digital City Kyoto: Social information infrastructure for everyday life. Communications of the ACM 45 (7): 76–81 (2002)
Ishida, T.: Q: a scenario description language for interactive agents. IEEE Computer 35 (11): 54–59 (2002)
Kitamura, Y., et al.: Interactive integration of information agents on the web. In: Cooperative Information Agents V, ed Klusch, M., Zambonelli, F., LNAI 2182 (Springer, Berlin New York 2001 ) pp 1–13
Kitamura, Y., et al.: Multiple character-agents interface: An information integration platform where multiple agents and human user collaborate, In: Proceedings of the 1st International Joint Conference on Autonomous Agents and Multiagent Systems (2002) pp 790–791
Kitamura, Y., Sakamoto, T., Tatsumi, S.: A competitive information recommendation system and its behavior. In: Cooperative Information Agents VI, ed Klusch, M. Ossowski, S., Shehory O., Lecture Notes in Artificial Intelligence, vol 2446 ( Springer, Berlin Heidelberg New York 2002 ) pp 138–151
Klusch, M. (ed): Intelligent Information Agents ( Springer, Berlin New York 1999 )
Klusch, M.: Information agent technology for the Internet: A survey. Journal on Data and Knowledge Engineering 36 (3): 337–372 (2001)
Knoblock, C.A., et al.: The Ariadne approach to web-based information integration. International Journal of Cooperative Information Systems 10: 145–169 (2001)
Lesser, V., Horling, B., Klassner, F., Raja, A., Wagner, T., Zhang, S.X.: BIG: An agent for resource-bounded information gathering and decision making. Artificial Intelligence 118: 197–244 (2000)
Maulsby, D., Greenberg, S., Mander, R.: Prototyping an intelligent agent through wizard of Oz. In: Proceedings of ACM Conference on Human Factors in Computing Systems (1993) pp 277–284
Oyama, S., et al. Keyword spices: A new method for building domain-specific web search engines. In: Proceedings 17th International Joint Conference on Artificial Intelligence (2001) pp 1457–1463
Russell, S.J., Norvig, P.: Artificial Intelligence: A Modern Approach ( Prentice Hall, Englewood Cliffs, NJ 1995 )
Selberg, E., Etzioni, O.: Multi-service search and comparison using the MetaCrawler. In: Proceedings of the 4th International World Wide Web Conference (1995) pp 195–208
Sycara, K., Zeng, D.: Coordination of multiple intelligent software agents. International Journal of Cooperative Information Systems 5 (2&3): 181–211 (1996)
Weiss, G. (ed): Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence ( The MIT Press, Cambridge, MA 1999 )
Wiederhold, G. (ed): Intelligent Integration of Information ( Kluwer Academic, Dordrecht 1996 )
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Kitamura, Y. (2004). Web Information Integration Using Multiple Character Agents. In: Prendinger, H., Ishizuka, M. (eds) Life-Like Characters. Cognitive Technologies. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-08373-4_13
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DOI: https://doi.org/10.1007/978-3-662-08373-4_13
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