Curation roles and perceived priorities for data quality dimensions and skills in genome curation work
نویسندگان
چکیده
منابع مشابه
Genomics Data Curation Roles, Skills, and Perception of Data Quality
Compared to a decade ago, genomics scientists, driven by technical changes and availability of massive genomic data, are performing a wider plurality of curation roles including those of end-users, curators, or dual-role users. Scientists with different curation roles (including that of end user) may focus on different data quality aspects and skills requirements in a community curation environ...
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This article aims to understand the views of genomics scientists with regard to the data quality assurances associated with semiotics and Data-Information-Knowledge (DIK). The resulting communication of signs generated from genomic curation work, was found within different semantic levels of DIK that correlate specific data quality dimensions with their respective skills. Syntactic DQ dimension...
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Purpose-This article aims at understanding genomics scientists' perceptions in data quality assurances based on their domain knowledge. Design/methodology/approach-The study used a survey method to collect responses from 149 genomics scientists grouped by domain knowledge. They ranked the top-five quality criteria based on hypothetical curation scenarios. The results were compared using Chi-Squ...
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Data quality is an issue that touches on every aspect of the research data landscape and is therefore appropriate to examine in the context of planning for future research data infrastructures. As producers, researchers want to believe that they produce high quality data; as consumers, they want to obtain data of the highest quality. Data centres typically have stringent controls to ensure that...
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On-demand curation (ODC) tools like Paygo, KATARA, and Mimir allow users to defer expensive curation effort until it is necessary. In contrast to classical databases that do not respond to queries over potentially erroneous data, ODC systems instead answer with guesses or approximations. The quality and scope of these guesses may vary and it is critical that an ODC system be able to communicate...
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ژورنال
عنوان ژورنال: Proceedings of the American Society for Information Science and Technology
سال: 2012
ISSN: 0044-7870
DOI: 10.1002/meet.14504901312