Language service design based on user-centered QoS

Donghui Lin, Toru Ishida, Yohei Murakami

研究成果: Chapter

抄録

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.

本文言語English
ホスト出版物のタイトルCognitive Technologies
出版社Springer Verlag
ページ125-137
ページ数13
9789811077920
DOI
出版ステータスPublished - 2018
外部発表はい

出版物シリーズ

名前Cognitive Technologies
番号9789811077920
ISSN(印刷版)1611-2482

ASJC Scopus subject areas

  • ソフトウェア
  • 人工知能

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