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ECAI-94 Proceedings of the workshop on agent theories, architectures, and languages on Intelligent agents
Shopper's eye: using location-based filtering for a shopping agent in the physical world
AGENTS '98 Proceedings of the second international conference on Autonomous agents
Communications of the ACM
Self-Organizing Maps
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Autonomous Agents and Multi-Agent Systems
Helping Online Customers Decide through Web Personalization
IEEE Intelligent Systems
Location-Aware Shopping Assistance: Evaluation of a Decision-Theoretic Approach
Mobile HCI '02 Proceedings of the 4th International Symposium on Mobile Human-Computer Interaction
A Real-Life Experiment in Creating an Agent Marketplace
Software Agents and Soft Computing: Towards Enhancing Machine Intelligence, Concepts and Applications
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«UML» '01 Proceedings of the 4th International Conference on The Unified Modeling Language, Modeling Languages, Concepts, and Tools
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AOSE '01 Revised Papers and Invited Contributions from the Second International Workshop on Agent-Oriented Software Engineering II
iGrocer: a ubiquitous and pervasive smart grocery shopping system
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A k-mean clustering algorithm for mixed numeric and categorical data
Data & Knowledge Engineering
Intelligent environment for monitoring Alzheimer patients, agent technology for health care
Decision Support Systems
GerAmi: Improving Healthcare Delivery in Geriatric Residences
IEEE Intelligent Systems
Expert Systems with Applications: An International Journal
Evaluation and monitoring of the air-sea interaction using a CBR-Agents approach
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
PERVASIVE'05 Proceedings of the Third international conference on Pervasive Computing
An efficient self-organizing map designed by genetic algorithms for the traveling salesman problem
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Introducing attribute risk for retrieval in case-based reasoning
Knowledge-Based Systems
On-line valuation of residential premises with evolving fuzzy models
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
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This paper presents a novel Ambient Intelligence based solution for shopping assistance. The core of the proposal is a CBR system developed for guiding and advising users in shopping areas. The CBR incorporates a neural based planner that identifies the most adequate plan for a given user based on user profile and interests. The RTPW neural network is based on the Kohonen one, and incorporates an interesting modification that allows a solution or a plan to be reached much more rapidly. Furthermore, once an initial plan has been reached, it is possible to identify alternatives by taking restrictions into account. The CBR system has been embedded within a deliberative agent and interacts with interface and commercial agents, which facilitate the construction of intelligent environments. This hybrid application, which works on execution time, has been tested and the results of the investigation and its evaluation in a shopping mall are presented within this paper.