Reputation-based selection of language services

Shinsuke Goto, Yohei Murakami, Toru Ishida

研究成果: Conference contribution

5 被引用数 (Scopus)

抄録

Quality of Service (QoS) can be used to select desired services from among those offering the equivalent function. In language services such as machine translation, one of the QoS metrics is translation accuracy. However, the problems are that evaluating the translation accuracy is too expensive, that the translation accuracy varies with the difficulty of the task, and that the usefulness of the translation to the user depends on the abilities of the user. In this paper, we propose a framework that selects a useful service for a specific user and task by using reputation information of users, which can be obtained at low cost. First, hypothetical reasoning is used to estimate the partial order relation between the accuracy of the language services, the language ability of the users, and the difficulty of the tasks. Second, deductive reasoning is applied to recommend useful services given the user and the task. We propose a reputation-based language service selection system that combines a partial order acquisition system with a service selection system.

本文言語English
ホスト出版物のタイトルProceedings - 2011 IEEE International Conference on Services Computing, SCC 2011
ページ330-337
ページ数8
DOI
出版ステータスPublished - 2011
外部発表はい
イベント2011 IEEE International Conference on Services Computing, SCC 2011 - Washington, DC, United States
継続期間: 2011 7 42011 7 9

出版物シリーズ

名前Proceedings - 2011 IEEE International Conference on Services Computing, SCC 2011

Conference

Conference2011 IEEE International Conference on Services Computing, SCC 2011
国/地域United States
CityWashington, DC
Period11/7/411/7/9

ASJC Scopus subject areas

  • 計算理論と計算数学
  • 応用数学

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