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Intro; 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
1 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
3 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
4.2 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
Cascading-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
1 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
3 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
4.2 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
Cascading-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