Probabilistic Resource Space Model for Managing Resources in Cyber-Physical Society

Zhuge, Hai; Xing, Yunpeng

doi:10.1109/tsc.2011.12

Cited by 82 publications

(38 citation statements)

References 35 publications

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“…But because ontology can't be fully automatic, it is difficult to deal with the increasing number of resources and apply to semantic organization of massive learning resources. In [17], a resource space model is proposed based on semantic link network. [18][19] [20] use semantic link network to organize resources efficiently.…”

Section: B Semantic Organization Of Learning Resourcesmentioning

confidence: 99%

Knowledge Flow-based Semantic Organization of Resources about Foreign Language Learning

Li¹

2016

International Conferences on Software Engineering and Knowledge Engineering

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Abstract-With the advent of the big data age, more and more resources about foreign language learning are put on the Web and open to the public, which brings trouble on the foreign language learners in acquiring these unfamiliar learning resources effectively and efficiently. To solve the problem, this paper proposes a method of organizing the learning resources in the form of knowledge flow network and provides learners with learning resources in the form of knowledge flow. Compared with other semantic organizations of resources, the proposed knowledge flow-based organization of resources not only helps the learners obtain the target resources properly but also displays them the study route related to the target resources. Experimental results indicate that the proposed method can improve the utilization rate of learning resources and the efficiency of Foreign Language Learning.

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Section: B Semantic Organization Of Learning Resourcesmentioning

confidence: 99%

Knowledge Flow-based Semantic Organization of Resources about Foreign Language Learning

Li¹

2016

International Conferences on Software Engineering and Knowledge Engineering

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“…However, CPS may network geographical locations that produce renewable as well as non-renewable resources, and these must be included in a resource model. In [8] the Resource Space Model (RSM) is used to propose a probabilistic resource model for CPS. The resources considered are essentially renewable resources, such as human resources and space resources.…”

Section: B What Is a Resource?mentioning

confidence: 99%

“…The Resource Description Template (RDT) shown in Table I includes several sections, where in each section one resource characteristic is specified. Below we compare our RDT with RDF (Resource Description Framework) [10], the Resource Space Model (RSM) [8], and the entity-relationship model [7], and bring out the merits of our resource model. [8] considers the resource space as multi-dimensional, where each dimension is a resource type.…”

Section: B Resource Modelingmentioning

confidence: 99%

“…Below we compare our RDT with RDF (Resource Description Framework) [10], the Resource Space Model (RSM) [8], and the entity-relationship model [7], and bring out the merits of our resource model. [8] considers the resource space as multi-dimensional, where each dimension is a resource type. In this collective representation the description of all resource characteristics is quite cumbersome.…”

Section: B Resource Modelingmentioning

confidence: 99%

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Resource modeling for Cyber Physical Systems

Wan

Alagar

2012

2012 International Conference on Systems and Informatics (ICSAI2012)

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The integration of physical systems and processes with networked computing has led to the emergence of a new generation of engineered systems, called Cyber-Physical Systems (CPS). The resources in these systems are critical, because without them timely and dependable CPS services in different contexts cannot be provided. This in turn requires a formal resource model integrated within a CPS service model. The resource model should include resource types and definition, resource utility, resource constraints, and resource mapping to services. In this paper we explore the issues related to a formal representation of resources and discuss a context-dependent resource-centric CPS model. We compare our model with existing models and bring out the merits of our resource model.

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“…Making use of classification and link is the natural way to manage Web resources. Multi-dimensional classifications, called Resource Space Model, have been used to manage various resources [13][14][15][16]. It is the theory, model and method that can organize Web resources for faceted navigation.…”

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confidence: 99%

Faceted search, social networking and interactive semantics

Zhuge

Wilks

2013

World Wide Web

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IntroductionThe most popular and basic techniques for accessing the Web are browse and search. Faceted search, also called faceted navigation or faceted browse, is a third technique that enables users to access Web pages from different facets. A faceted search system can display different facets of the same set of Web pages at different steps in a search. Faceted search is also a way to deal with the size of Web contents since it can locate the sought for content through multi-step refinements on classifications from multiple facets [2,5,9]. Faceted search has been adopted in many applications such as e-learning, e-business, online library, and general search engines. However, research on its fundamental theory is neglected. Many important problems are still open, such as the underlying theory for organizing resources from multiple dimensions, the generation of appropriate interactive query process, and adaptive interfaces. Research on the fundamental model and associated theory is critical for the development of faceted search.Classification and link are the most basic intelligent mechanisms for managing objects and structuring space. Making use of classification and link is the natural way to manage Web resources. Multi-dimensional classifications, called Resource Space Model, have been used to manage various resources [13][14][15][16]. It is the theory, model and method that can organize Web resources for faceted navigation.Classifications form and evolve with the evolution of society. Humans use words to indicate classifications to realize effective interaction [12]. Manually classifying Web resources is a straightforward approach to organize resources for faceted navigation. To generate facets automatically is the key to efficient faceted navigation. In Web navigation applications, to extract the appropriate words that indicate classifications is the key to generating facets for automatically faceted Web navigation.

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Probabilistic Resource Space Model for Managing Resources in Cyber-Physical Society

Cited by 82 publications

References 35 publications

Knowledge Flow-based Semantic Organization of Resources about Foreign Language Learning

Knowledge Flow-based Semantic Organization of Resources about Foreign Language Learning

Resource modeling for Cyber Physical Systems

Faceted search, social networking and interactive semantics

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