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SHACL-Based Report Quality Evaluation for Health IT-Induced Medication Errors
[chapter]
2022
Studies in Health Technology and Informatics
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To leverage a suitable data representation of health IT-induced medication error reports, we apply the Shapes Constraint Language (SHACL). ...
The results indicate the suitability of SHACL as a representation of health IT-induced medication error reports, which paves a path of automatically extracting information from PSE reports using text mining ...
Acknowledgments This work was partially funded by the Lower Saxony Ministry of Science and Culture under grant number ZN3491 within the Lower Saxony "Vorab" of the Volkswagen Foundation and supported by the Center for ...
doi:10.3233/shti220108
pmid:35673047
fatcat:lshrjevcdjd2nenerdhskopnei
Supporting Explainable AI on Semantic Constraint Validation
2022
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a model-agnostic validation engine based on SHACL. ...
Finally, the performance of the framework is evaluated based on a Python implementation. ...
The implementation is evaluated with respect to its performance based on four benchmarks in chapter 7. Finally, it comes to a conclusion in chapter 8. ...
doi:10.15488/12527
fatcat:uh2agm2m2rfg7ick5pflb6e7cu
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases
[article]
2021
arXiv
pre-print
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To support the long-term life-cycle and the quality assurance of machine knowledge, the article presents methods for constructing open schemas and for knowledge curation. ...
It covers models and methods for discovering and canonicalizing entities and their semantic types and organizing them into clean taxonomies. ...
It is a great pleasure and honor to have such wonderful colleagues in our research community. ...
arXiv:2009.11564v2
fatcat:vh2lqfmhhbcwpf6dcsej3hhvgy
Automated look-ahead schedule generation using linked-data based constraint checking for construction projects
2022
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Poor planning on the construction site at the 'look-ahead' planning stage (where information from diverse sources is integrated as plans are being developed for the next six weeks) often result on cost ...
The key contribution is a novel Linked-Data based Constraint Checking (LDCC) method to identify construction constraint violations from information distributed over multiple heterogeneous sources. ...
Each solution is then evaluated for quality. Scout bees which reported good quality solutions are chosen for local neighbourhood search. ...
doi:10.25560/94039
fatcat:puq5sazwvjbnhfii2a55g62zru
Knowledge Graphs
[article]
2021
arXiv
pre-print
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We summarise methods for the creation, enrichment, quality assessment, refinement, and publication of knowledge graphs. ...
After some opening remarks, we motivate and contrast various graph-based data models and query languages that are used for knowledge graphs. ...
We would also like to thank Matteo Palmonari for feedback on ...
arXiv:2003.02320v5
fatcat:ab4hmm2f2bbpvobwkjw4xbrz4u
Technical Program Committee Nasser Alalwan
2016
unpublished
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As such, it has attracted excellent contributions and active participation from all over the world. We were very pleased to receive a large amount of top quality contributions. ...
Contextual searching and special patterns-based techniques are current solutions. ...
Guiding users' efforts with induced graph topology based on their own actions can be a powerful tool to improve data quality of collaborative graphs. ...
fatcat:tx2ovmzp6rbrfi5tvnhihf45na
Querying Property Graphs with Ontologies
2022
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, we present an implementation of our rewriting and discuss the viability of our approach based on a use case from the autonomous driving industry, provided by Virtual Vehicle Research GmbH.Our results ...
indicate that querying of property graphs with ontologies is viable in practice.Furthermore, it shows that we can make use of the property graph database management system to answer navigational queries ...
This work was conducted using the Protégé resource, which is supported by grant GM10331601 from the National Institute of General Medical Sciences of the United States National Institutes of Health. vii ...
doi:10.34726/hss.2022.96571
fatcat:vtgqrxb4drey7dseinz5pk2s5m
The Taiwanese Residential Construction Peak of the 1990's: Interpreting industry and Developer Behaviour
2018
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This is analysed for each city and county in Taiwan as well as for Taiwan as a whole, the same factors applying throughout the country with the exception of Taipei City. ...
What were its impacts? Was it a supply-side or a demand-side phenomenon? And what are the significance and implications of the Peak? ...
Land value for rates and current evaluated land value for incremental tax remain separate Currently evaluated land value substantially raised October, selective credit restrictions on land and construction ...
doi:10.25904/1912/903
fatcat:mvvj3ih5y5baxbsnlsgoa2sqjm