Web-based artificial intelligence agents
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Abstract
This paper discusses implementations of Artificial Intelligence (AI) technologies over the World Wide Web. The implementations include a pilot agent with natural language processing and rule-based AI that recommends IBM products, a planning agent that can be used by dispersed Army Small Units, and a learning apprentice for the Web that can help users to locate desired Web sites. The
potential for the use of the AI technology, in light of the latest development in Internet and Web 2.0 technologies, is high for both corporations and every day users.
References
Armstrong, R., Freitag D., Joachims, T., and Mitchell, T. (1995)
“Web Watcher: A Learning Apprentice for the World Wide Web.”
AAAI Spring Symposium on Information Gathering from Heterogeneous, Distributed Environment.
Chai, J., Horvath, V., Nicolov, N., Stys, M., Kambhatla, N., Zadrozny, W., & Melville, P. (2002)
“Natural Language Assistant: A Dialog System for Online Product Recommendation.”
AI Mag. 23(2), 63–76.
Claburn, T. (2011)
“Apple iPhone 4S: 5 Key Facts.” InformationWeek, Oct 4.
Retrieved from http://www.informationweek.com/news/mobility/smart_phones/231700257
CTIA (2011)
Wireless Quick Facts, retrieved from http://www.ctia.org/advocacy/research/index.cfm/AID/10323
Detlor, B., & Arsenault, C. (2002)
“Web Information Seeking and Retrieval in Digital Library Contexts: Towards an Intelligent Agent Solution.”
Online Inf. Rev., 6:404–412.
Drabble, B., & Tate, A. (1995)
“O-Plan: A Situated Planning Agent.”
Proceedings of the Third European Workshop on Planning (EWSP-95).
Ernandes, M., Angelini, G., & Gori, M. (2008)
“A Web-Based Agent Challenges Human Experts on Crosswords.”
AI Magazine, 29(1), 77–90.
Erwin, S. I. (2008)
National Defense, 92(655), p. 18.
Farber, D. (2008)
“Radar Networks Delivers Twine 1.0.” Cnet News, Oct 20.
Fraser, J., & Tate, A. (1995)
“The Enterprise Tool Set—An Open Enterprise Architecture.”
Proceedings of the Workshop on Intelligent Manufacturing Systems, IJCAI-95.
Graesser, A. C., Chipman, P., Haynes, B. C., & Olney, A. (2005)
“Auto Tutor: An Intelligent Tutoring System with Mixed-initiative Dialogue.”
IEEE Transactions in Education, 48, 612–618.
Graesser, A. C., Jeon, M., & Dufty, D. (2008)
“Agent Technologies Designed to Facilitate Interactive Knowledge Construction.”
Discourse Processes, 45, 298–322.
Hinz, O., & Eckert, J. (2010)
“The Impact of Search and Recommendation Systems on Sales in Electronic Commerce.”
Business & Information Systems Engineering, 2(2), 67–77.
Joachims, T., Freitag, D., & Mitchell, T. (1997)
“Web Watcher: A Guide to the World Wide Web (shorter version).”
Proceedings of IJCA97.
Joachims, T., Freitag, D., & Mitchell, T. (1996)
“Web Watcher: A Guide to the World Wide Web (longer version).”
CMU Technical Report CMU-CS-96-X.
Joachims, T., Mitchell, T., Freitag, D., & Armstrong, R. (1995)
“Web Watcher: Machine Learning and Hypertext.”
Proceedings of IJCA97.
Lopez, A., Jerome, J., & Cleckner, W. (2004)
“Machines, the Military, and Strategic Thought.”
Military Review, Sept–Oct, 71–77.
Martins, L. L., Gilson, L. L., & Maynard, M. T. (2004)
“Virtual Teams: What Do We Know and Where Do We Go from Here?”
Journal of Management, 30(6), 805–835.
Musliner, D. J., Durfee, E. H., & Shin, K. G. (1993)
“CIRCA: A Cooperative Intelligent Real-time Control Architecture.”
IEEE Transactions on Systems, Man and Cybernetics, 23(6).
Musliner, D. J., Hendler, J. A., Agrawala, A. K., Durfee, E. H., Strosnider, J. K., & Paul, C. J. (1995)
“The Challenges of Real-Time AI.”
IEEE Computer, 28(1).
O-Plan Approach (2012)
http://www.aiai.ed.ac.uk/project/oplan/oplan/approach.html
Paul, I. (2011)
“IBM Watson Wins Jeopardy, Humans Rally Back.” PCWorld, Feb 17.
Quinlan, J. R. (1993)
C4.5: Programs for Machine Learning. Morgan Kaufmann.
Rissanen, J. (1978)
“Modeling by Shortest Data Description.” Automatica, 14.
Sandra, I., Erwin (2008)
National Defense, 92(655), p. 18.
Schoppers, M. (1994)
“A Software Architecture for Hard Real-Time Execution...”
Proceedings of AIAA/MASA Conference on Intelligent Robots.
Shimazu, H. (2002)
“Expert Clerk: A Conversational Case-Based Reasoning Tool for Developing Salesclerk Agents.”
Artificial Intelligence Review, 18, 223–244.
Tate, A., Levine, J., Dalton, J., & Nixon, A. (2002)
“Task Achieving Agents on the World Wide Web.”
In Creating the Semantic Web, MIT Press.
Tate, A., Levine, J., Jarvis, P., & Dalton, J. (2000a)
“Using AI Planning Technology for Army Small Unit Operations.”
AIPS 2000.
Tate, A., & Dalton, J. (2003)
“O-Plan: A Common Lisp Planning Web Service.”
International Lisp Conference.
Tate, A., Dalton, J., & Levine, J. (2000b)
“O-Plan: A Web-based AI Planning Agent.”
AAAI-2000.
Tate, A., Dalton, J., & Levine, J. (1998)
“Generation of Multiple Qualitatively Different Plan Options.”
AIPS ’98.
Joachims, T., Freitag, D., & Mitchell, T. (1996)
(duplicate listing in document)
Tate, A. (1997a)
“A Planning Agent on the World Wide Web.”
AAAI-97 Workshop.
Tate, A. (1997b)
“Mixed Initiative Interaction in O-Plan.”
AAAI Spring Symposium.
Tate, A. (1997c)
“Multi-agent Planning via Mutually Constraining the Space of Behavior.”
AAAI-97 Spring Symposium.
Tate, A. (1995)
“Characterizing Plans as a Set of Constraints — the Model.”
ACM SIGART Bulletin.
US Census Bureau (2009)
Computer and Internet Use. http://www.census.gov/…
Wilson, D. C., Leland, S., Godwin, K., Baxter, A., Levy, A., Smart, J., Najjar, N., & Andaparambil, J. (2009)
“Smart Choice: An Online Recommender System to Support Low-Income Families in Public School Choice.”
AI Magazine, 30(2), 46–59.
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