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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Physical Description: | 1 online resource (264 pages) |
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Li, Huanyu. Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain. 1st ed. Linköping : Linkopings Universitet, 2022. {copy}2022. 1 online resource (264 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier Linköping Studies in Science and Technology. Dissertations Series ; v.2218 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. 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. Description based on publisher supplied metadata and other sources. Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. Electronic books. Print version: Li, Huanyu Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain Linköping : Linkopings Universitet,c2022 9789179292676 ProQuest (Firm) Linköping Studies in Science and Technology. Dissertations Series https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=6954109 Click to View |
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English |
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eBook |
author |
Li, Huanyu. |
spellingShingle |
Li, Huanyu. Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain. Linköping Studies in Science and Technology. Dissertations Series ; 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. 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. |
author_facet |
Li, Huanyu. |
author_variant |
h l hl |
author_sort |
Li, Huanyu. |
title |
Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain. |
title_full |
Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain. |
title_fullStr |
Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain. |
title_full_unstemmed |
Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain. |
title_auth |
Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain. |
title_new |
Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain. |
title_sort |
ontology-driven data access and data integration with an application in the materials design domain. |
series |
Linköping Studies in Science and Technology. Dissertations Series ; |
series2 |
Linköping Studies in Science and Technology. Dissertations Series ; |
publisher |
Linkopings Universitet, |
publishDate |
2022 |
physical |
1 online resource (264 pages) |
edition |
1st ed. |
contents |
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. 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. |
isbn |
9789179292676 |
genre |
Electronic books. |
genre_facet |
Electronic books. |
url |
https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=6954109 |
illustrated |
Not Illustrated |
oclc_num |
1312164891 |
work_keys_str_mv |
AT lihuanyu ontologydrivendataaccessanddataintegrationwithanapplicationinthematerialsdesigndomain |
status_str |
n |
ids_txt_mv |
(MiAaPQ)5006954109 (Au-PeEL)EBL6954109 (OCoLC)1312164891 |
carrierType_str_mv |
cr |
hierarchy_parent_title |
Linköping Studies in Science and Technology. Dissertations Series ; v.2218 |
is_hierarchy_title |
Ontology-Driven Data Access and Data Integration with an Application in the Materials Design Domain. |
container_title |
Linköping Studies in Science and Technology. Dissertations Series ; v.2218 |
marc_error |
Info : MARC8 translation shorter than ISO-8859-1, choosing MARC8. --- [ 856 : z ] |
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