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|a 9789179292676
|q (electronic bk.)
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|a MiAaPQ
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|a Li, Huanyu.
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|a Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain.
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|a 1st ed.
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|a Linköping :
|b Linkopings Universitet,
|c 2022.
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|c {copy}2022.
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|a 1 online resource (264 pages)
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|a text
|b txt
|2 rdacontent
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|a computer
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|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a Linköping Studies in Science and Technology. Dissertations Series ;
|v v.2218
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|a Intro -- Abstract -- Populärvetenskaplig sammanfattning -- Acknowledgments -- Contents -- List of Figures -- List of Tables -- List of Listings -- List of Acronyms -- External Publications -- Introduction -- Motivation -- Problem formulation -- Contributions -- Research methods -- Thesis outline -- Background -- Ontologies, RDF, SPARQL -- Data integration -- Materials design domain -- FAIR data principles -- Summary -- GraphQL-based framework for data access and integration -- GraphQL -- GraphQL schemas -- GraphQL resolver functions -- Overview of the framework -- GraphQL server generation process -- GraphQL query answering process -- Summary -- Ontology-based GraphQL server generation (OBG-gen) -- Ontology-based GraphQL schema generation -- GraphQL schema formalization -- Ontology represented by description logic TBox -- The Schema Generator algorithm -- The intended meaning of GraphQL schemas generated by the Schema Generator -- Generic GraphQL resolver function -- GraphQL queries represented by Abstract Syntax Trees -- RDF Mapping Language (RML) -- Components of the generic resolver function -- The Evaluator algorithm -- Related work -- Summary -- Materials Design Ontology (MDO) -- Background and related work -- Ontology development -- Ontologies in the materials science domain -- Databases in the materials science domain -- Open Databases Integration for Materials Design -- Development of Materials Design Ontology -- Requirements analysis -- Using existing resources -- Description of Materials Design Ontology -- MDO core module -- MDO structure module -- MDO calculation module -- MDO provenance module -- Usage of Materials Design Ontology -- Instantiating a materials calculation using MDO -- Impact, reusability, and availability of MDO -- Summary -- An approach for extending domain ontologies (ToPMine-FTCA) -- Background.
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|a Extending ontologies based on unstructured text -- Topic models -- The framework (ToPMine-FTCA) -- Topic model-based text mining -- Formal topical concept analysis -- Domain expert validation -- Summary -- Evaluation of ToPMine-FTCA -- Related work -- Extending ontologies using ToPMine-FTCA -- Extending ontologies in the nanotechnology domain -- Extending Materials Design Ontology -- Summary -- Evaluation of the GraphQL-based framework -- Real case evaluation -- Data -- Systems -- Queries -- Experiments and measurements -- Results and discussion -- Evaluation based on LinGBM -- Data -- Queries -- Experiments, results and discussion -- Summary -- An application to OPTIMADE -- The OPTIMADE API -- The usage of MDO and OBG-gen with OPTIMADE -- Summary -- Limitations and future work -- Towards more user-friendly data access, data integration and ontology extension -- Limitations in mapping languages -- Semantic Web meets Materials Science -- Conclusions -- Ontology-driven data access and integration -- Domain ontologies extension -- Evaluation and application in the materials science domain -- Bibliography -- SPARQL queries for MDO competency questions -- GraphQL schemas used in the evaluation -- MDO related GraphQL schema -- University related GraphQL schema -- GraphQL queries used in the evaluation -- MDO related queries -- Queries without filter expressions -- Queries with filter expressions -- Query examples according to query templates in LinGBM. -- Dr-sammanst.
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|a Description based on publisher supplied metadata and other sources.
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|a Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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|a Electronic books.
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|i Print version:
|a Li, Huanyu
|t Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain
|d Linköping : Linkopings Universitet,c2022
|z 9789179292676
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| 797 |
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|a ProQuest (Firm)
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| 830 |
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|a Linköping Studies in Science and Technology. Dissertations Series
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| 856 |
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|u https://ebookcentral.proquest.com/lib/matrademy/detail.action?docID=6954109
|z Click to View
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