Paper Info
Title
Reputation-Based Selection of Language Services
Abstract
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.
Year
DOI
Venue
2011
10.1109/SCC.2011.111
IEEE SCC
Keywords
Field
DocType
reputation-based language service selection,specific user,language service,translation accuracy,qos metrics,partial order acquisition system,reputation-based selection,machine translation,service selection system,language services,language ability,useful service,measurement,language translation,integrated circuit,integrated circuits,partial order,deductive reasoning,quality of service,cognition,accuracy,data acquisition,qos
Data mining,Language translation,Information retrieval,Computer science,Machine translation,Data acquisition,Quality of service,Service selection,Deductive reasoning,Cognition,Reputation
Conference
Citations 
PageRank 
References 
2
0.38
9
Authors
3
Name
Order
Citations
PageRank
Shinsuke Goto141.10
Yohei Murakami228442.25
Ishida, Toru33021490.20