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2018 | OriginalPaper | Buchkapitel

ExperTI: A Knowledge Based System for Intelligent Service Desks Using Free Text

verfasst von : Alejandro Bello, Andrés Melgar, Daniel Pizarro

Erschienen in: Proceedings of the International Conference on Information Technology & Systems (ICITS 2018)

Verlag: Springer International Publishing

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Abstract

When many users consult service desks simultaneously, these typically saturate. This causes the customer attention to be delayed more than usual. To increase the amount of human agents is a costly process for organizations. All this has motivated the design of a knowledge-based system that automatically assists both customers and human agents at the service desk. Web technology was used to enable clients to communicate with a software agent via chat. Techniques of Natural Language Processing were used for the software agent to understand the customer requests. The domain knowledge used by the software agent to understand customer requests has been codified in an ontology. A rule-based expert system (ES) was designed to perform the diagnostic task. This paper presents a knowledge-based system allowing client to communicate with the service desk through a chat system using free text. Evaluations conducted with users have shown an improvement in the attention of service desks when the software developed is used.

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http://www.infobox.com.pe/.

http://www.drools.org/.

Abraham, D.M., Spangler, W.E., May, J.H.: Expertech: issues in the design and development of an intelligent help desk system. Expert Syst. Appl. 2(4), 305–319 (1991)CrossRef

Allen, J.F.: Natural language processing. Encyclopedia of Computer Science, pp. 1218–1222. Wiley, Chichester (2003)

Amador, L.: Drools Developer’s Cookbook. Packt Publishing Ltd., Birmingham (2012)

Bali, M.: Drools JBoss Rules 5.0 Developer’s Guide. Packt Publishing Ltd. (2009)

Browne, P.: JBoss Drools Business Rules. Packt Publishing Ltd., Birmingham (2009)

Calero, C., Ruiz, F., Piattini, M.: Ontologies for Software Engineering and Software Technology. Springer, Berlin (2006)CrossRef

De Oliveira, T.B., Nunes, F.B., Voss, G.B., Medina, R.D., De Lima, J.V.: Recommendation system for assisting the management of information technology. In: UBICOMM 2014–8th International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies. pp. 72–79 (2014)

Fenner, G., Lima, A., Souza, N.d., Moura, A., Andrade, R.: A system dynamics model for managing service desk capacity. In: IFIP/IEEE International Symposium on Integrated Network Management (IM), pp. 1424–1427 (2015)

Foo, S., Hui, S.C., Leong, P.C., Liu, S.: An integrated help desk support for customer services over the world wide web – a case study. Comput. Ind. 41(2), 129–145 (2000)CrossRef

10.

Giarratano, J., Riley, G.: Expert Systems: Principles and Programming, 4th edn. Course Technology, Reading (2004)

11.

González, L.M., Giachetti, R.E., Ramirez, G.: Knowledge management-centric help desk: specification and performance evaluation. Decis. Support Syst. 40(2), 389–405 (2005)CrossRef

12.

Ho Kang, B., Yoshida, K., Motoda, H., Compton, P.: Help desk system with intelligent interface. Appl. Artif. Intell. 11(7–8), 611–631 (1997)CrossRef

13.

Jackson, P.: Introduction to Expert Systems. Addison-Wesley Publishing Company, Reading (1986)MATH

14.

Jan, E.E., Chen, K.Y., Idé, T.: Probabilistic text analytics framework for information technology service desk tickets. In: IFIP/IEEE International Symposium on Integrated Network Management (IM), pp. 870–873 (2015)

15.

Jurafsky, D., Martin, J.H.: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition. Prentice Hall, Upper Saddle River (2000)

16.

Liao, S.H.: Expert system methodologies and applications–a decade review from 1995 to 2004. Expert Syst. Appl. 28(1), 93–103 (2005)CrossRef

17.

Manning, C.D., Schütze, H.: Foundations of Statistical Natural Language Processing. MIT Press, Cambridge (1999)MATH

18.

Merilinna, J.: A mechanism to enable spatial reasoning in JBoss drools. In: 2014 International Conference on Industrial Automation, Information and Communications Technology (IAICT), pp. 135–140, August 2014

19.

Nair, M.K., Kakaraddi, S.M., Ramanarayan, K.M., Gopalakrishna, V.: Agent with rule engine: The glue for web service oriented computing applied to network management. In: Proceedings of the 2009 IEEE International Conference on Services Computing, SCC 2009, pp. 528–531, IEEE Computer Society, Washington (2009)

20.

Park, J., Lee, H.C., Lee, M.J.: JCOOLS: A toolkit for generating context-aware applications with JCAF and DROOLS. J. Syst. Architect. 59(9), 759–766 (2013)CrossRef

21.

Proctor, M.: Drools: a rule engine for complex event processing. In: Applications of Graph Transformations with Industrial Relevance, pp. 2–2. Springer, Heidelberg (2012)

22.

Proctor, M., Neale, M., Lin, P., Frandsen, M.: Drools Documentation. JBoss.org, Technical Report (2008)

23.

Shi, J., Qiao, Y., Wang, H.: Visualizing inference process of a rule engine. In: Proceedings of the 2011 Visual Information Communication - International Symposium, VINCI 2011, pp. 10:1–10:9. ACM, New York (2011)

24.

Sottara, D., Mello, P., Sartori, C., Fry, E.: Enhancing a production rule engine with predictive models using PMML. In: Proceedings of the 2011 Workshop on Predictive Markup Language Modeling, PMML 2011, pp. 39–47. ACM, New York (2011)

25.

Staab, S., Studer, R.: Handbook on Ontologies. Springer, Heidelberg (2010)MATH

Titel: ExperTI: A Knowledge Based System for Intelligent Service Desks Using Free Text
verfasst von: Alejandro Bello
Andrés Melgar
Daniel Pizarro
Verlag: Springer International Publishing
Buch: Proceedings of the International Conference on Information Technology & Systems (ICITS 2018)
Print ISBN: 978-3-319-73449-1

Electronic ISBN: 978-3-319-73450-7

Copyright-Jahr: 2018
DOI: https://doi.org/10.1007/978-3-319-73450-7_38

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