Advances in Web Intelligence: Second International Atlantic by Jesus Favela, Ernestina Menasalvas, Edgar Chávez

By Jesus Favela, Ernestina Menasalvas, Edgar Chávez

This booklet constitutes the refereed court cases of the second one foreign internet Intelligence convention, AWIC 2004, held in Cancun, Mexico, in might 2004. The 22 revised complete papers provided have been conscientiously reviewed and chosen from fifty two submissions. The papers are prepared in topical sections on collaborative filtering and suggestion, aiding internet groups, multi-agent platforms, smooth computing equipment, textual content processing and semantic net, net info retrieval, and categorization and rating.

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Extra info for Advances in Web Intelligence: Second International Atlantic Web Intelligence Conference, AWIC 2004, Cancun, Mexico, May 16-19, 2004. Proceedings

Sample text

The dataset contains 1,000,000 ratings by 6,040 users for 3,592 movies. We only used the first 160,000 ratings in this experiment. Both the rule-based and the CBR-based prediction strategies use the same set of prediction techniques. For details on the used techniques and the rule-based strategies, we refer to [17] for the TiV dataset and to [16] for the MovieLens set. 1 Accuracy Measure As a measure for the accuracy of the different prediction strategies, we use the accuracy of the resulting predictions; better prediction strategies result in better predictions.

Intelligent Awareness in Support of Collaborative Virtual Work Groups. Lecture Notes in Computer Science. , Pino, J. A. ), Springer-Verlag Berlin (2002) 2440, 168-188. 6. : People, places, things: web presence for the real world. In ACM Journal Mobile Networks and Applications (MONET). (2002), 7 (5), 365-376. 7. : Foundation for Intelligent Physical Agents. Official FIPA presentation, Lausanne, February 2002. org for further details. 8. : Application design based on work ontology and an agent based awareness server.

The outcome of a prediction technique is a score indicating the predicted interest of the user; the outcome of the decision within a strategy is not the prediction but an indication which prediction technique can best be used to provide the prediction. In order to keep the set of techniques flexible, a case solution is needed that not only reflects the performance of a technique, but that is also independent of the other techniques. When using an indication such as a rank that relates different techniques to each other, any change to the set of techniques would render every case-base invalid.

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