DocumentCode
588207
Title
MIM: A Minimum Information Model vocabulary and framework for Scientific Linked Data
Author
Gamble, M. ; Goble, Carole ; Klyne, G. ; Jun Zhao
Author_Institution
Sch. of Comput. Sci., Univ. of Manchester, Manchester, UK
fYear
2012
fDate
8-12 Oct. 2012
Firstpage
1
Lastpage
8
Abstract
Linked Data holds great promise in the Life Sciences as a platform to enable an interoperable data commons, supporting new opportunities for discovery. Minimum Information Checklists have emerged within the Life Sciences as a means of standardising the reporting of experiments in an effort to increase the quality and reusability of the reported data. Existing tooling built around these checklists is aimed at supporting experimental scientists in the production of experiment reports that are compliant. It remains a challenge to quickly and easily assess an arbitrary set of data against these checklists. We present the MIM (Minimum Information Model) vocabulary and framework which aims to provide a practical, and scalable approach to describing and assessing Linked Data against minimum information checklists. The MIM framework aims to support three core activities: (1) publishing well described minimum information checklists in RDF as Linked Data; (2) publishing Linked Data against these checklists; and (3) validating existing “in the wild” Linked Data against a published checklist. We discuss the design considerations of the vocabulary and present its main classes. We demonstrate the utility of the framework with a checklist designed for the publishing of Chemical Structure Linked Data using data extracted from Wikipedia as an example.
Keywords
data structures; open systems; scientific information systems; MIM vocabulary; RDF; Resource Description Framework; Wikipedia; chemical structure linked data publishing; data extraction; data quality; data reusability; interoperable data; interoperable data commons; life sciences; minimum information model vocabulary; scientific linked data framework; Chemical compounds; Compounds; Distributed databases; Microwave integrated circuits; Publishing; Resource description framework; Vocabulary; Data Quality; Data Reuse; Minimum Information Checklists; Scientific Linked Data; Semantic Web;
fLanguage
English
Publisher
ieee
Conference_Titel
E-Science (e-Science), 2012 IEEE 8th International Conference on
Conference_Location
Chicago, IL
Print_ISBN
978-1-4673-4467-8
Type
conf
DOI
10.1109/eScience.2012.6404489
Filename
6404489
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