Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain.
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Superior document: | Linköping Studies in Science and Technology. Dissertations Series ; v.2218 |
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Place / Publishing House: | Linköping : : Linkopings Universitet,, 2022. {copy}2022. |
Year of Publication: | 2022 |
Edition: | 1st ed. |
Language: | English |
Series: | Linköping Studies in Science and Technology. Dissertations Series
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Online Access: | |
Physical Description: | 1 online resource (264 pages) |
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100 | 1 | |a Li, Huanyu. | |
245 | 1 | 0 | |a Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain. |
250 | |a 1st ed. | ||
264 | 1 | |a Linköping : |b Linkopings Universitet, |c 2022. | |
264 | 4 | |c {copy}2022. | |
300 | |a 1 online resource (264 pages) | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
490 | 1 | |a Linköping Studies in Science and Technology. Dissertations Series ; |v v.2218 | |
505 | 0 | |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. | |
505 | 8 | |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. | |
588 | |a Description based on publisher supplied metadata and other sources. | ||
590 | |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. | ||
655 | 4 | |a Electronic books. | |
776 | 0 | 8 | |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 |
797 | 2 | |a ProQuest (Firm) | |
830 | 0 | |a Linköping Studies in Science and Technology. Dissertations Series | |
856 | 4 | 0 | |u https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=6954109 |z Click to View |