TY - GEN
T1 - Towards a FAIR Sharing of Scientific Experiments
T2 - 10th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, SWAT4LS 2017
AU - Karim, Md Rezaul
AU - Heinrichs, Matthias
AU - Gleim, Lars Christoph
AU - Cochez, Michael
AU - Porter, Emily
AU - Gioia, Alessandra La
AU - Salahuddin, Saqib
AU - O’Halloran, Martin
AU - Decker, Stefan
AU - Beyan, Oya
PY - 2017/1/1
Y1 - 2017/1/1
N2 - Experiments on the dielectric properties of biological tissues generate data that characterizes the interaction of human tissues with electromagnetic fields. This data is vital for designing electromagnetic-based therapeutic and diagnostic technologies, and for assessing the safety of wireless devices. Despite the importance of the data, poor reporting and lack of metadata impede its reuse and forgo interoperability. Recently, the minimum information model for reporting Dielectric Measurements of Biological Tissues (MINDER) has been developed as a common framework. In this work, we have developed a metadata model and implemented a data sharing framework to improve findability and reproducibility of experimental data inspired by FAIR principles. We define a process for sharing the reported data and present tools to support rich metadata generation based on existing community standards. The developed system is evaluated against competency questions collected from data consumers, and thereby proven to help to interpret and compare data across studies.
AB - Experiments on the dielectric properties of biological tissues generate data that characterizes the interaction of human tissues with electromagnetic fields. This data is vital for designing electromagnetic-based therapeutic and diagnostic technologies, and for assessing the safety of wireless devices. Despite the importance of the data, poor reporting and lack of metadata impede its reuse and forgo interoperability. Recently, the minimum information model for reporting Dielectric Measurements of Biological Tissues (MINDER) has been developed as a common framework. In this work, we have developed a metadata model and implemented a data sharing framework to improve findability and reproducibility of experimental data inspired by FAIR principles. We define a process for sharing the reported data and present tools to support rich metadata generation based on existing community standards. The developed system is evaluated against competency questions collected from data consumers, and thereby proven to help to interpret and compare data across studies.
KW - Dielectric Measurements
KW - FAIR Data Principles.
KW - Metadata Management
KW - Scientific Data
KW - Semantic Web
UR - http://www.scopus.com/inward/record.url?scp=85041455374&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85041455374&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85041455374
VL - 2042
T3 - CEUR Workshop Proceedings
BT - 10th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, SWAT4LS 2017
Y2 - 4 December 2017 through 7 December 2017
ER -