Service-oriented architecture and cloud computing are becoming a dominant paradigm, as all major companies supporting this paradigm more organizations adopting paradigm. Robotics service-oriented robotics start to joint new in the past five years now ready participate large scale. This paper reports our research on design, implementation, evaluation of Robot Service (RaaS) unit. To fully qualify RaaS unit, we have kept design comply with common service standards, development platforms,...

Web services promote the specification based cooperation and collaboration among distributed applications in an open environment. To ensure quality of that are published, bound, invoked integrated at runtime, test cases have to be automatically generated testing executed, monitored analyzed runtime. This paper presents research generate on language WSDL (Web Services Description Language), which carries basic information a service including its interface operations data transmitted. The file...

This paper proposes a collaborative approach to enhancing the student learning experience based on Web 2.0 principles. Specifically, wiki sites are used by students for collaboration and publication of course assignments, which then shared with class. principles include: as platform, harnessing collective intelligence, data next Intel Inside, rich user experiences. Based case study in junior-level undergraduate class, this studies set six factors comprehensive grading evaluation criteria...

Web services form a new distributed computing paradigm. Collaborative verification and validation are important when from different vendors integrated together to carry out coherent task. This paper presents approach verify by model checking the process of OWL-S (Web ontology language for services) validate them test cases automatically generated in process. We extend BLAST, checker that handles control flow naturally, handle concurrency OWL-S. also propose enhancement PDDL (Planning Domain...

As service-oriented architecture matures and more Web services become available, developers must test an ever-increasing volume of services. A framework that defines evaluates test-case potency based on coverage relationships can reduce testing effort while maintaining testing's effectiveness.

Multi exposure image fusion (MEF) provides a concise way to generate high-dynamic-range (HDR) images. Although the precise can be achieved by existing MEF methods in different static scenes, corresponding performance of ghost removal varies dynamic scenes. This paper proposes method based on feature patches (FPM) improve robustness scene. A reference is selected priori quality first and then used structure consistency test solve ghosting issues scene MEF. Source images are decomposed into...

This paper extends the current service-oriented architecture (SOA) to introduce a consumer-centric (CCSOA) paradigm. The SOA is producer-centric, because basic idea that service providers publish services they produce and let consumers search available compose their applications. CCSOA focuses on consumers' publishing need even applications need. must are in new paradigm design code sharing, thus further improves software productivity. presents concepts, architecture, enabling techniques,...

Testing is useful to establish trust between service providers and clients. To test the service-oriented applications, automated specification-based generation collaboration are necessary. The paper proposes an ontology-based approach for Web services (WS) testing. A ontology model (TOM) defined specify concepts, relationships, semantics from two aspects: design (such as data, behavior, cases) execution plan, schedule configuration). TOM specification using OWL (Web language) can serve...

Service-oriented architecture and cloud computing have become the prevalent paradigm. In this paradigm, resources can be accessed like other utility services available in today's society. meantime, robotics applications are joining trend. More more robot shifting from manufacture to non-manufacture service industries. However, for on-demand supply of large-scale heterogeneous robots, It is still a problem not yet been studied, including fundamental management efficiency issues using these...

Targeted sentiment classification aims to predict the emotional trend of a specific goal. Currently, most methods (e.g., recurrent neural networks and convolutional combined with an attention mechanism) are not able fully capture semantic information context they also lack mechanism explain relevant syntactical constraints long-range word dependencies. Therefore, syntactically irrelevant words may mistakenly be recognized as clues target sentiment. To tackle these problems, this paper...

Artificial intelligence (AI) and robotics have gone through three generations of development, from Turing test, logic theory machine, to expert system self-driving car. In the third-generation today, AI collaboratively been used in many areas our society, including industry, business, manufacture, research, education. There are challenging problems developing applications. We launch this new Journal Intelligence Technology facilitate exchange latest research practice technologies. inaugural...

Abstract Existing Chinese named entity recognition (NER) research utilises 1D lexicon‐based sequence labelling frameworks, which can only recognise flat entities. While lexicons serve as prior knowledge and enhance semantic information, they also pose completeness resource requirements limitations. This paper proposes a template‐based classification (TC) model to avoid lexicon issues identify nested Template‐based provides template word for each type, contrastive learning integrate the...

Verifying Web services (WS) in a dynamic Service Oriented Architecture (SOA) is challenging because new can be composed at runtime using existing WS. Furthermore, composite service, any component dynamically replaced during execution if the fails. Another challenge that testing time critical verification must conducted and real time. We compare contrast traditional software WS techniques propose group technique to test services. The also has ability evaluate scripts, automatically establish...

This paper extends the traditional service-oriented architecture (SOA) to a new real-time SOA (RTSOA) and proposes framework for architecture, by providing service modeling, design, code generation, simulation, deployment, execution, orchestration, management. The concepts, enabling technique are studied SOA. In addition, an efficient algorithm is derived in find optimal composition of services subject constraint

This paper presents the DDSOS framework developed at Arizona State University, which supports simulation, development, and evaluation of large scale distributed systems such as network-centric system-of-systems applications. The distinct features include automated simulation code generation from specification, deployment, different architectures with a template-based platform builder, service-oriented multi-agent for easy reconfiguration, dynamic analyses results monitoring. associated tools...

Cloud computing and virtualization technologies play important roles in modern service-oriented paradigm. More conventional services are being migrated to virtualized environments achieve flexible deployment high availability. We introduce a schedule algorithm based on fuzzy inference system (FIS), for global container resource allocation by evaluating nodes' statuses using FIS. present the approaches build containerized test environment validates effectiveness of policies running sample use...