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000826438 0247_ $$a10.1007/978-981-10-7793-7$$2doi
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000826438 050_4 $$aQA76.9.N38
000826438 08204 $$a006.3/5$$223
000826438 24500 $$aServices computing for language resources /$$cYohei Murakami, Donghui Lin, Toru Ishida, editors.
000826438 264_1 $$aSingapore :$$bSpringer,$$c2018.
000826438 300__ $$a1 online resource (x, 225 pages) :$$billustrations.
000826438 336__ $$atext$$btxt$$2rdacontent
000826438 337__ $$acomputer$$bc$$2rdamedia
000826438 338__ $$aonline resource$$bcr$$2rdacarrier
000826438 347__ $$atext file$$bPDF$$2rda
000826438 4901_ $$aCognitive technologies,$$x1611-2482
000826438 500__ $$aIncludes author index.
000826438 5050_ $$aIntro; Preface; Contents; Contributors; Part I Language Service Platform; Federated Grid Architecture for Language Services; 1 Introduction; 2 Language Service Platforms; 2.1 Pipeline Processing Approach; 2.2 Service Composition Approach; 2.3 Service Grid Architecture; 3 Upper-Level Ontology for Service Grid; 4 Federated Grid Architecture; 4.1 Information Sharing; 4.2 Service Composition on Federated Grid; 5 Case Study: The Language Grid; 5.1 Language Grid Ontology; 5.2 Federated Operation of Language Grid; 6 Conclusion; References; Language Mashup: Personalized Language Service Platform
000826438 5058_ $$a1 Introduction2 Language Service Platform for Personal Use; 2.1 Intellectural Property Problems in Language Grid; 2.2 Mashup Framework; 3 Language Service Platform for Mobile Device; 3.1 Combination of Language Services and Mobile Functions; 3.2 Design Concept; 3.3 Architecture; 3.4 Implementation; 3.5 Case Study: Mobile Shopping Translation System; 4 Related Works; 5 Conclusion; References; Part II Language Service Composition; Language Service Composition Based on Higher Order Functions; 1 Introduction; 2 Composite Services and Their Variations
000826438 5058_ $$a3 Description Language for Hierarchical Service Composition4 Implementation; 4.1 Building SOAP Request; 4.2 Intercepting and Replacing Service Invocation; 5 Evaluation; 5.1 Number of Service Composition that Can Be Realized; 5.2 Execution Overhead; 6 Related Work; 7 Discussion; 8 Conclusion; References; Policy-Aware Language Service Composition; 1 Introduction; 2 Motivating Example; 3 Parallel Execution Policy Model; 3.1 Parallel Execution of a Language Service; 3.2 Parallel Execution Policies; 4 Prediction of Composite Service Performance; 4.1 Parallel Execution of Composite Language Service
000826438 5058_ $$a4.2 Prediction Model5 Evaluation; 5.1 Evaluation of the Parallel Execution Policy Model; 5.2 Evaluation of the Prediction Model; 6 Related Work; 7 Conclusion; References; Optimizing Crowdsourcing Workflow for Language Services; 1 Introduction; 2 Modeling Iterative and Parallel Processes; 2.1 Workers; 2.2 Workflows; 2.3 Improvement Task; 2.4 Utility; 3 Workflow Optimization; 3.1 The Search Algorithm; 3.2 Optimality; 3.3 Analysis of Optimal Workflows; 4 Crowdsourcing Translation System; 4.1 System Overview; 4.2 Example of Use Case; 5 Related Work; 6 Conclusion; References
000826438 5058_ $$aCascading-Failure Tolerance for Language Service Networks1 Introduction; 2 Cascading Failure; 3 Language Service Network Model; 3.1 Network Topology; 3.2 Degree of Interdependency Between Services; 4 The Language Grid Service Network; 5 Cascading Failure Simulation; 5.1 Generating Service Networks; 5.2 Simulation Result and Analysis; 6 Conclusion; References; Part III Language Resources and Services Creation; A Constraint Approach to Lexicon Induction for Low-Resource Languages; 1 Introduction; 2 Pivot-Based Bilingual Lexicon Induction; 3 Constraint-Based Approach
000826438 506__ $$aAccess limited to authorized users.
000826438 520__ $$aDescribing the technologies to combine language resources flexibly as web services, this book provides valuable case studies for those who work in services computing, language resources, human–computer interaction (HCI), computer-supported cooperative work (CSCW), and service science. The authors have been operating the Language Grid, which wraps existing language resources as atomic language services and enables users to compose new services by combining them. From architecture level to service composition level, the book explains how to resolve infrastructural and operational difficulties in sharing and combining language resources, including interoperability of language service infrastructures, various types of language service policies, human services, and service failures. The research based on the authors’ operating experiences of handling complicated issues such as intellectual property and interoperability of language resources contributes to exploitation of language resources as a service. On the other hand, both the analysis based on using services and the design of new services can bring significant results. A new style of multilingual communication supported by language services is worthy of analysis in HCI/CSCW, and the design process of language services is the focus of valuable case studies in service science. By using language resources in different ways based on the Language Grid, many activities are highly regarded by diverse communities. This book consists of four parts: (1) two types of language service platforms to interconnect language services across service grids, (2) various language service composition technologies that improve the reusability, efficiency, and accuracy of composite services, (3) research work and activities in creating language resources and services, and (4) various applications and tools for understanding and designing language services that well support intercultural collaboration.
000826438 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed February 26, 2018).
000826438 650_0 $$aNatural language processing (Computer science)
000826438 650_0 $$aComputational grids (Computer systems)
000826438 650_0 $$aTeams in the workplace$$xData processing.
000826438 7001_ $$aMurakami, Yohei,$$eeditor.
000826438 7001_ $$aLin, Donghui,$$eeditor.
000826438 7001_ $$aIshida, Toru,$$eeditor.
000826438 77608 $$iPrint version: $$z9811077924$$z9789811077920$$w(OCoLC)1013724998
000826438 830_0 $$aCognitive technologies,$$x1611-2482
000826438 852__ $$bebk
000826438 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-981-10-7793-7$$zOnline Access$$91397441.1
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