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Fuzzy Linguistic Summaries in Rule-Based Adaptive Hypermedia Systems

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Adaptive Hypermedia and Adaptive Web-Based Systems (AH 2002)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2347))

Abstract

Rule-based adaptive hypermedia systems personalize the structure of the hypermedia space using an inference mechanism that operates on a specific knowledge representation about its users. Approximate quantifiers are very frequently used in human language expressions that entail the summarization of a large number of facts. We describe how quantified expressions can be used in adaptation rules to specify common adaptation behaviors, enhancing rule’s expressive power for the human expert. Those quantified expressions can be implemented through fuzzy quantification mechanisms operating on fuzzy linguistic labels and relations, and can be integrated as extensions in general-purpose rule-based adaptive hypermedia systems.

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References

  1. Blaha, M. and Premerlani, W.: Object-Oriented Modeling and Design for Database Applications. Prentice Hall, Upper Saddle River, New Jersey (1998)

    Google Scholar 

  2. Brusilovsky, P.: Methods and techniques of adaptive hypermedia. User Modeling and User-Adapted Interaction, 6(2/3), Kluwer Academic Publ., The Netherlands (1996) 87–129

    Google Scholar 

  3. Brusilovsky, P.: Adaptive Hypermedia. User Modeling and User-Adapted Interaction 11(1/2), Kluwer Academic Publ., The Netherlands (2001) 87–110

    Google Scholar 

  4. Díaz, P., Aedo, I., Montero, S.: Ariadne, a Development Method for Hypermedia. In: Proceedings of the 12th International Conference on Database and Expert Systems Applications (DEXA’01) (2001) 764–774

    Google Scholar 

  5. Dodero, J. M., Sicilia, M.A., García, E.: A Fuzzy Aggregation-Based Reputation Model for e-Learning Exploitation of Public Domain Resources. In: Proceedings of the 4 th International ICSC Symposium on Soft Computing and Intelligent Systems for Industry (SOCO/ISFI’2001), Paisley, Scotland, UK (2001)

    Google Scholar 

  6. Fink, J. and Kobsa, A.: A Review and Analysis of Commercial User Modeling Servers for Personalization on the World Wide Web. User Modeling and User-Adapted Interaction 10(3/4), Kluwer Academic Publ., The Netherlands (2000) 209–249

    Google Scholar 

  7. Glöckner, I. and Knoll, A.: A Framework for Evaluating Fusion Operators Based on the Theory of Generalized Quantifiers. In: Proceedings of the 1999 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI’ 99), Taipei, Taiwan (1999)

    Google Scholar 

  8. Grosof, B.N.: Standarizing XML Rules. In: Proceedings of the Workshop on E-Business & the Intelligent Web (IJCAI 2001), Seattle, USA (2001)

    Google Scholar 

  9. Herrera, F., Herrera-Viedma, E., Verdegay, J. L.: Aggregating Linguistic Preferences: Properties of LOWA Operator. In: Procceedings of the 5th IFSA World Congress 1995, Sao Paulo, Brasil (1995) 153–156

    Google Scholar 

  10. Höök, K.: Evaluating the Utility and Usability of an Adaptive Hypermedia System. Journal of Knowledge-Based Systems 10(5) (1998)

    Google Scholar 

  11. Jameson, A.: Numerical Uncertainty Management in User and Student Modeling: An Overview of Systems and Issues. User Modeling and User-Adapted Interaction, 5, Kluwer Academic Publ., The Netherlands (1996) 193–251

    Google Scholar 

  12. Kacprzyk, J., Zadrozny S., Yager R.: A fuzzy logic based approach to linguistic summaries of databases. Intl. Journal of Applied mathematics and Computer Science 10(4) (2000)

    Google Scholar 

  13. Kobsa, A.: Generic User Modeling Systems. User Modeling and User-Adapted Interaction 11(1/2), Kluwer Academic Publ., The Netherlands (2001) 49–63

    Google Scholar 

  14. López, L., Sicilia, M.A., Martínez, J.J., y García, E.: Personalization of Web Interface Structural Elements: A Learning-Scenario Case Study. In: Proceedings of the 3rd Mexican International Conference on Computer Science (ENC’01), Aguascalientes, Mexico (2001)

    Google Scholar 

  15. Medina, J. M., Pons, O. and Vila, M.A.: GEFRED: A Generalized Model of Fuzzy Relational Databases, Information Sciences, 76(1/2) (1994) 87–109

    Article  Google Scholar 

  16. Moxey, L.M. and Sanford, A.J.: Communicating Quantities: A review of psycholin-guistic evidence of the control of perspective by quantifying expressions. Applied Cognitive Psychology, 14 (2000) 237–255

    Article  Google Scholar 

  17. Presser, G. Personalization of Newsletters Using Multistage Fuzzy Inference. In: Proceedings of the Fuzzy Days Conference, Lecture Notes in Computer Science 2206, Springer-Verlag (2001) 629–636

    Google Scholar 

  18. Rasmussen, D., Yager, R.R.: SummarySQL: A Fuzzy Tool For Data Mining. Intelligent Data Analysis, Elsevier (1997)

    Google Scholar 

  19. Sicilia, M.A., Dodero, J.M.: User Stereotype Modeling for Approximate Reasoning-Based Adaptive Enterprise Portals. In: Proceedings of the 10th European-Japanese Conference on Information Modeling and Knowledge Bases, Säariselka, Finland (2000) 177–184

    Google Scholar 

  20. Smets, P.: Imperfect information: Imprecision-Uncertainty. In: Motro, A., Smets, P. (eds.) Uncertainty Management in Information Systems: From Needs to Solutions, Kluwer Academic Publishers (1997) 225–254

    Google Scholar 

  21. Tsoukalas, L.H., Uhrig, R.E.: Fuzzy and Neural Approaches in Engineering. John Wiley & Sons, New York (1996)

    Google Scholar 

  22. Wu, H., De Kort, E., De Bra, P.: Design Issues for General-Purpose Adaptive Hypermedia Systems. In: Proceedings of the ACM Conference on Hypertext and Hypermedia, Aarhus, Denmark (2001) 141–150

    Google Scholar 

  23. Yager, R.R.: Connectives and quantifiers in fuzzy sets. Fuzzy Sets and Systems, 40 (1991) 39–75

    Article  MathSciNet  MATH  Google Scholar 

  24. Zadeh, L.A.: A Computational Approach to Fuzzy Quantifiers in Natural Language. Computing and Mathematics with Applications, 9(1) (1983) 149–184

    Article  MathSciNet  MATH  Google Scholar 

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© 2002 Springer-Verlag Berlin Heidelberg

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Sicilia, MÁ., Díaz, P., Aedo, I., García, E. (2002). Fuzzy Linguistic Summaries in Rule-Based Adaptive Hypermedia Systems. In: De Bra, P., Brusilovsky, P., Conejo, R. (eds) Adaptive Hypermedia and Adaptive Web-Based Systems. AH 2002. Lecture Notes in Computer Science, vol 2347. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-47952-X_33

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  • DOI: https://doi.org/10.1007/3-540-47952-X_33

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-43737-6

  • Online ISBN: 978-3-540-47952-9

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