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SHACL-Based Report Quality Evaluation for Health IT-Induced Medication Errors [chapter]

Daniel Keuchel, Nicolai Spicher, Ju Wang, Michael Völcker, Yang Gong, Thomas M. Deserno
2022 Studies in Health Technology and Informatics  
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

Julian Alexander Gercke, Technische Informationsbibliothek (TIB), Philipp D. Rohde, Maria-Ester Vidal
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]

Gerhard Weikum, Luna Dong, Simon Razniewski, Fabian Suchanek
2021 arXiv   pre-print
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

Ranjith Kuttantharappel Soman, Jennifer Whyte, Miguel Molina-Solana, Bentley Systems UK Ltd (Firm)
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]

Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, José Emilio Labra Gayo, Sabrina Kirrane, Sebastian Neumaier, Axel Polleres, Roberto Navigli, Axel-Cyrille Ngonga Ngomo (+6 others)
2021 arXiv   pre-print
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

Floriano Scioscia, Politecnico Di Bari, Italy Semapro, Fabio Grandi, David Ostrowski, Michael Mohler, Bernd Stadlhofer, Wladyslaw Homenda, Fabio Grandi, David Ostrowski, Michael Mohler, Bernd Stadlhofer (+110 others)
2016 unpublished
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.  ... 

Querying Property Graphs with Ontologies

Nikola Dragovic, Maria Magdalena Ortiz de la Fuente
, 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

Hsieh, Hui-Yuan (Henry), University, My, John Forster
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