Skip to main content

Constructing a Multi-agent System for Discovering the Meaning over Natural-Language Collaborative Conversations

  • Chapter
Intelligent Collaborative e-Learning Systems and Applications

Part of the book series: Studies in Computational Intelligence ((SCI,volume 246))

Abstract

On the one hand, natural language is the main communication media for humans. It has a complex construction, based on the diversity of meaning for words and expressions according to the context. On the other hand, computers are not prepared to handle this ambiguity. Our work aims at presenting a multi-agent approach for dealing with the problem of discovering the meaning of expressions written in Spanish, based on a flexible recovery system and Bayesian principles. At a first stage, agents are supposed to identify the role of the words composing a sentence. At a second stage, a second set of agents is ready to coordinate among them in order to assemble a meaning. Our research forms part and contributes to the analysis of collaborative conversations among participants in a web-based collaborative learning environment.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Aho, A.V., Hopcroft, J.E., Ullman, J.: Data Structures and Algorithms. Addison-Wesley, Reading (1982)

    Google Scholar 

  2. Almela, R.: Frecuencias del español, diccionario y estudios lexicos y morfologicos. Universitas, Spain (2005)

    Google Scholar 

  3. Geurts, B., Beaver, D.: Discourse Representation Theory. Stanford Encyclopedia of Philosophy, Metaphysics Research Lab (2007)

    Google Scholar 

  4. Bianchi, D., Poggi, A.: Ontology based automatic speech recognition and generation for human-agent interaction. In: 13th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises, pp. 65–66 (2004)

    Google Scholar 

  5. Escolano, F., Cazorla, M.A., Galipienso, M.I., Colomina, O., Lozano, M.A.: Inteligencia Artificial: Modelos. In: Técnicas y Áreas de Aplicación. Thomson, Spain (2003)

    Google Scholar 

  6. Fum, D., Guida, G., Tasso, C.: A distributed multi-agent architecture for natural language processing. In: International Conference On Computational Linguistics; Proceedings of the 12th conference on Computational linguistics, Hungry, vol. 2, pp. 812–814 (1988)

    Google Scholar 

  7. Kemke, C.: An Architectural Framework for Natural Language Interfaces to Agent Systems. In: Proceedings of Computational Intelligence, San Francisco, California, USA (2006)

    Google Scholar 

  8. Keselj, V.: Multi-Agent Systems for Internet Information Retrieval using Natural Language Processing. Graduate Thesis, University of Waterloo. Canada (1998)

    Google Scholar 

  9. Mitchell, G.: Speech Acts. Stanford Encyclopedia of Philosophy, Metaphysics Research Lab (2007)

    Google Scholar 

  10. Rubin, S.H., Dai, W.: Natural Language Enabled Interface Agent. In: IEEE/WIC/ACM International Conference on Intelligent Agent Technology, USA, pp. 544–547 (2004)

    Google Scholar 

  11. Searle, J.R.: Speech Acts: An Essay in the Philosophy of Language. Cambridge University Press, Cambridge (1969)

    Google Scholar 

  12. Strube, V.L., Carneiro, P.R., Filho, I.S.M.: Distributing linguistic knowledge in a multi-agent natural language processing system: re-modelling the dictionary. In: Procesamiento del lenguaje natural, Spain, vol. (23), pp. 104–109 (1998) ISSN 1135-5948

    Google Scholar 

  13. Vlado, K.: Multi-agent Systems for Internet Internet Information Retrieval using Natural Language Processing. Ph.D. Thesis, Department of Computer Science; University of Waterloo, Ontario, Canada (1998)

    Google Scholar 

  14. Wooldridge, M.: An introduction to multiagent systems. John Wiley and Sons, Sussex (2002)

    Google Scholar 

  15. Weizenbaum, J.: ELIZA: A Computer Program For the Study of Natural Language Communication Between Man and Machine. Massachusetts Institute of Technology; Department of Electrical Engineering. Communications of the ACM 9(1), 35–36 (1966)

    Google Scholar 

  16. Yang, M.S., Yang, C.C., Chung, Y.M.: A natural language processing based Internet agent. In: IEEE International Conference on Systems, Man, and Cybernetics; Computational Cybernetics and Simulation, vol. 1, pp. 100–105 (1997)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2009 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Casillas, L., Daradoumis, T. (2009). Constructing a Multi-agent System for Discovering the Meaning over Natural-Language Collaborative Conversations. In: Daradoumis, T., Caballé, S., Marquès, J.M., Xhafa, F. (eds) Intelligent Collaborative e-Learning Systems and Applications. Studies in Computational Intelligence, vol 246. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04001-6_7

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-04001-6_7

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-04000-9

  • Online ISBN: 978-3-642-04001-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics