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Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 172))

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Abstract

E-services have significantly changed the way of doing business in recent years. We can, however, observe poor use of these services. There is a large gap between supply and actual e-services usage. This is why we started a project to provide an environment that will encourage the use of e-services. In the paper we propose an idea of intelligent e-services platform. In addition to established possibilities of searching (e.g. keyword searching, manual classified knowledge browsing), we also propose our own original approach. The ontology and algorithm for proposing appropriate e-services are described in the paper. We use expert knowledge in form of question-answer pairs. It is used by the algorithm to dynamically guide a dialog with user. Intelligently selected sequence of questions is used to suggest the e-service that could help user at a given situation. Ontologies and semantic web technologies are used heavily therefore.

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References

  1. Ewald, R., Himmelspach, J., Uhrmacher, A.M.: An Algorithm Selection Approach for Simulation Systems. In: 22nd Workshop on Principles of Advanced and Distributed Simulation (2008)

    Google Scholar 

  2. Gruber, T.R.: Towards Principles for the Design of Ontologies used for Knowledge Sharing. In: Guarino, N., Poli, R. (eds.) International Workshop on Formal Ontology, Padova, Italy (1993)

    Google Scholar 

  3. Houstis, E.N., Catlin, A.C., Rice, J.R., Verykios, V.S., Ramakrishnan, N., Houstis, E.C.: PYTHIA-II: a knowledge/database system for managing performance data and recommending scientific software. ACM Transactions on Mathematical Software (TOMS) 26(2), 227–253 (2000)

    Article  MATH  Google Scholar 

  4. i2010 Report | EUROPA, http://ec.europa.eu/information_society/eeurope/i2010 (accessed March 20, 2012)

  5. Ittycheriah, A., Franz, M., Zhu, W., Ratnaparkhi, A., Mammone, R.J.: Question answering using maximum entropy components. In: Second Meeting of the North American Chapter of the Association For Computational Linguistics on Language Technologies, Pittsburgh, Pennsylvania, June 1-7. North American Chapter Of The Association For Computational Linguistics, pp. 1–7. Association for Computational Linguistics, Morristown (2001), http://dx.doi.org/10.3115/1073336.1073341

    Google Scholar 

  6. Kung, D.C., Bhambhani, H., Shah, R., Pancholi, R.: An expert system for suggesting design patterns: a methodology and a prototype. In: Software Engineering With Computational Intelligence (2003)

    Google Scholar 

  7. Shan-Liang, et al.: A Hybrid Web Service Selection Approach Based on Singular Vector Decomposition, Services - I. In: 2009 World Conference, pp. 724–731 (2009)

    Google Scholar 

  8. Shannon, C.E.: A mathematical theory of communication. Bell System Technical Journal 27 (1948)

    Google Scholar 

  9. W3C Semantic Web, http://www.w3.org/2001/sw (accessed March 20, 2012)

  10. Wang, X.: Representation and Discovery of Intelligent EServices. In: Intelligence. SCI, vol. 37, pp. 233–252 (2007)

    Google Scholar 

  11. Xiaogang, J.: Research on Web Service Discovery Based on Domain Ontology. Computer Science and Information Technology, pp. 65–68 (2009)

    Google Scholar 

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Correspondence to Luka Pavlič .

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Pavlič, L., Heričko, M., Podgorelec, V. (2013). Entropy- and Ontology-Based E-Services Proposing Approach. In: Uden, L., Herrera, F., Bajo Pérez, J., Corchado Rodríguez, J. (eds) 7th International Conference on Knowledge Management in Organizations: Service and Cloud Computing. Advances in Intelligent Systems and Computing, vol 172. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30867-3_37

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  • DOI: https://doi.org/10.1007/978-3-642-30867-3_37

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-30866-6

  • Online ISBN: 978-3-642-30867-3

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