An execution time neural-CBR guidance assistant

Neurocomputing

Volumn 72, Issue 13-15, 2009, Pages 2743-2753

  Corchado, Juan M ^a   Bajo, Javier ^b   De Paz, Juan F ^a   Rodríguez, Sara ^a  

^a UNIVERSITY OF SALAMANCA   (Spain)

^b UNIVERSIDAD PONTIFICIA DE SALAMANCA   (Spain)

Author keywords

CBR systems; Kohonen networks; Multi agent system; RFID; RTPW neural networks; Shopping malls

Indexed keywords

AMBIENT INTELLIGENCE; INTELLIGENT AGENTS; RADIO FREQUENCY IDENTIFICATION (RFID); SHOPPING CENTERS;

CBR SYSTEMS; DELIBERATIVE AGENTS; HYBRID APPLICATIONS; INTELLIGENT ENVIRONMENT; ITS EVALUATION; KOHONEN NETWORK; SHOPPING ASSISTANCE; USER PROFILE;

MULTI AGENT SYSTEMS;

ADVERTIZING; ARTICLE; ARTIFICIAL INTELLIGENCE; ARTIFICIAL NEURAL NETWORK; CASE BASED REASONING; DECISION MAKING; MACHINE LEARNING; MATHEMATICAL ANALYSIS; MATHEMATICAL COMPUTING; MATHEMATICAL PARAMETERS; PRIORITY JOURNAL; SHOPPING;

EID: 78650841232     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2008.08.020     Document Type: Article

References (31)

1. M. Friedewald, O. Da Costa, Science and Technology Roadmapping: Ambient Intelligence in Everyday Life (AmI@Life), Working Paper, Seville: Institute for Prospective Technology Studies IPTS, 2003.
2. A. Aamodt, E. Plaza, Case-based reasoning: foundational issues, methodological variations, and system approaches, AI COM 7 (1994) 39-59.
3. M. Wooldridge, N.R. Jennings, Agent theories, architectures, and languages: a survey, in: Wooldridge, Jennings (Eds.), Intelligent Agents Lecture Notes in Artificial Intelligence, Springer, Berlin, 1995, pp. 1-22.
4. T. Kohonen, Self-Organising Maps, Springer, Berlin, 2001.
5. S. Shekar, P. Nair, A. Helal, iGrocer-a ubiquitous and pervasive smart grocery shopping system, in: Proceedings of the ACM SAC, ACM Press, New York, 2003, pp. 645-652.
6. H.H. Shung, Helping online customers decide through web personalization, IEEE Intelligent Systems 17 (6) (2002) 34-43.
7. H.D. Jin, K.S. Leung, M.L. Wong, Z.B. Xu, An efficient self-organizing map designed by genetic algorithms for the traveling salesman problem, IEEE Transactions on Systems, Man, and Cybernetics Part B: Cybernetics 33 (6) (2003) 877-888.
8. J. Bajo, J.M. Corchado, S. Rodríguez, Intelligent guidance and suggestions using case-based planning, in: Proceedings of the ICCBR'07, Lecture Notes in Artificial Intelligence, vol. 4626, Springer, Berlin, 2007, pp. 389-403.
9. J.M. Corchado, J. Bajo, Y. de Paz, D. Tapia, Intelligent environment for monitoring Alzheimer patients, Agent technology for health care, Decision Support Systems 44 (2) (2008) 382-396.
10. M.E. Bratman, Intentions, Plans and Practical Reason, Harvard University Press, Cambridge, MA, 1987.
11. M.E. Bratman, D. Israel, M.E. Pollack, Plans and resource-bounded practical reasoning, Computational Intelligence 4 (1988) 349-355.
12. J. Bajo, J.F. de Paz, Y. de Paz, J.M. Corchado, Integrating case-based planning and RPTW neural networks to construct an intelligent environment for health care, Expert Systems with Applications 36 (3-2) (2009) 5844-5858.
13. T. Bohnenberger, A. Jameson, A. Krüger, A. Butz, Location-aware shopping assistance: evaluation of a decision-theoretic approach, in: Proceedings of the Mobile HCI'02, Lecture Notes in Computer Science,, vol. 2411, Springer, Berlin, 2002, pp. 159-169.
14. M. Ga, Agents in E-commerce, Communications of the ACM 42 (3) (1999) 79-80.
15. A. Chavez, D. Dreilinger, R. Guttman, P. Maes, A real-life experiment in creating an agent marketplace, in: Proceedings of the PAAM'97, Software Agents and Software Computing Lecture Notes in Computer Science, vol.1198, Springer, Berlin, 1997, pp. 160-179.
16. J. Eriksson, N. Finne, S. Janson, SICS MarketSpace-An Agent-Based Market Infrastructure, Agent Mediated Electronic Commerce, in: Lecture Notes in Computer Science, vol. 1571, 1999, pp. 41-53.
17. J.M. Corchado, J. Pavón, E. Corchado, L.F. Castillo, Development of CBR-BDI agents: a tourist guide application, in: Proceedings of the ECCBR'04, Lecture Notes in Artificial Intelligence, vol. 3155, Springer, Berlin, 2004, pp. 547-559.
18. T. Bohnenberger, O. Jacobs, A. Jameson, DTP meets user requirements: enhancements and studies of an intelligent shopping guide, in: Proceedings of the PERVASIVE-05, Lecture Notes in Computer Science, vol. 3468, Springer, Berlin, 2005, pp. 279-296.
19. W. Chan, The Project Voyager Personal Shopping Assistant: Bringing Web Services Into the Supermarket 〈http://www.media.mit.edu/pia/voyager/docs/Project-Voyager-Description.pdf.
20. J.M. Corchado, J. Bajo, A. Abraham, GERAmI: improving the delivery of health care, IEEE Intelligent Systems, Special Issue on Ambient Intelligence 3 (2) (2008) 19-25.
21. M. Wooldridge, N.R. Jennings, D. Kinny, The Gaia methodology for agent-oriented analysis and design, Journal of Autonomous Agents and Multi-Agent Systems 3 (3) (2000) 285-312.
22. B. Bauer, UML class diagrams revisited in the context of agent-based systems, in: Proceedings of the AOSE'01, Lecture Notes in Computer Science, vol. 2222, Springer, Berlin, 2001, pp. 101-118.
23. J. Pavón, J.J. Gómez-Sanz, R. Fuentes, The INGENIAS methodology and tools, in: B. Henderson-Sellers, P. Giorgini (Eds.), Agent-Oriented Methodologies, Idea Group Publishing, 2005, pp. 236-276 (Chapter IX).
24. J. Mylopoulos, M. Kolp, J. Castro, UML for agent-oriented software development: the TROPOS proposal, in: Proceedings of the UML'01, Lecture Notes in Artificial Intelligence, vol. 2185, Springer, Berlin, 2001, pp. 422-441.
25. W. Coulier, F. Garijo, J. Gómez, J. Pavón, P. Kearney, P. Massonet, MESSAGE: a methodology for the development of agent-based applications, in: F. Bergenti, M.P. Gleizes, F. Zambonelli (Eds.), Methodologies and Software Engineering for Agent Systems-The Agent-Oriented Software Engineering Handbook, Kluwer Academic Press, Dordrecht, 2004, pp. 177-194 (Chapter 9).
26. J. Odell, H. Van Dyke, B. Bauer, M.P. Huget, Representing agent interaction protocols with agent UML, in: P. Ciancarini, M. Wooldridge (Eds.), Proceedings of the AOSE'00, F, Agent-Oriented Software Engineering, Lecture Notes in Computer Science, Springer, Berlin, 2000, pp. 121-140.
27. J. Bajo, J.M. Corchado, Evaluation and monitoring of the air-sea interaction using a CBR-Agents approach, in: Proceedings of the ICCBR'05, Lecture Notes in Artificial Intelligence, vol. 3620, Springer, Berlin, 2005, pp. 50-62.
28. A. Ahmada, L. Dey, A k-mean clustering algorithm for mixed numeric and categorical data, Data & Knowledge Engineering 63 (2) (2008) 503-527.
29. K.S. Leung, H.D. Jin, Z.B. Xu, An expanding self-organizing neural network for the traveling salesman problem, Neurocomputing 62 (2004) 267-292.
30. L.R. Floyd, Algorithm 97, shortest path, Communications of the ACM 5 (6) (1962) 345.
31. A.E. Fano, Shopper's eye: using location-based filtering for a shopping agent in the physical world, in: Proceedings of the Second International Conference on Autonomous Agents, 1998, pp. 416-421.