Language service design based on user-centered QoS

Donghui Lin, Toru Ishida, Yohei Murakami

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

To design complicated language services for intercultural collaboration, it is important to consider how to compose different atomic language services so as to satisfy the requirements raised by the users. In the research area of services computing, many approaches to QoS-aware service composition have been proposed, where the assumption is that the QoS of a composite service can be calculated by aggregating the individual QoS values of atomic services. However, the QoS of a composite service is difficult to predict due to the QoS uncertainty of services in the real world. In this chapter, we address the above concerns by proposing a service design approach based on user-centered QoS and then confirming it in a case study of language service design for multi-language communication. To achieve this goal, we first introduce a QoS model to address the issues of user requirements and QoS uncertainty. We then propose a service design process that consists of composite service generation, participatory simulation, QoS evaluation and QoS data update. Finally, we introduce a field study of multi-language service design for agricultural knowledge communication to elucidate the benefits of our proposal approach.

Original languageEnglish
Title of host publicationCognitive Technologies
PublisherSpringer-Verlag
Pages125-137
Number of pages13
Edition9789811077920
DOIs
Publication statusPublished - 2018 Jan 1
Externally publishedYes

Publication series

NameCognitive Technologies
Number9789811077920
ISSN (Print)1611-2482

Keywords

  • Language service design
  • Multi-language communication
  • User-centered approach

ASJC Scopus subject areas

  • Software
  • Artificial Intelligence

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  • Cite this

    Lin, D., Ishida, T., & Murakami, Y. (2018). Language service design based on user-centered QoS. In Cognitive Technologies (9789811077920 ed., pp. 125-137). (Cognitive Technologies; No. 9789811077920). Springer-Verlag. https://doi.org/10.1007/978-981-10-7793-7_8