ExperTI: A knowledge based system for intelligent service desks using free text

  • Alejandro Bello
  • , Andrés Melgar
  • , Daniel Pizarro

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

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.

Original languageEnglish
Title of host publicationProceedings of the International Conference on Information Technology and Systems, ICITS 2018
EditorsAlvaro Rocha, Teresa Guarda
PublisherSpringer Verlag
Pages397-406
Number of pages10
ISBN (Print)9783319734491
DOIs
StatePublished - 2018
EventInternational Conference on Information Technology and Systems, ICITS18 - Libertad city, Ecuador
Duration: 11 Jan 201713 Jan 2017

Publication series

NameAdvances in Intelligent Systems and Computing
Volume721
ISSN (Print)2194-5357

Conference

ConferenceInternational Conference on Information Technology and Systems, ICITS18
Country/TerritoryEcuador
CityLibertad city
Period11/01/1713/01/17

Keywords

  • Expert systems
  • Free text
  • Natural language processing
  • Ontologies
  • Service desks

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