NIST Standard Practice unknown. See Munro’s Guide. Data Types Numbers, graphical, images Data Analytics Empirical and narrow in scope Big Data Specific Establishing materials data repositories beyond the existing ones Challenges (Gaps) that focus on fundamental data Developing internationally-accepted data recording standards that can be used by a very diverse materials community, including developers materials test standards (such as ASTM and ISO), testing companies, materials producers, and R&D labs Tools and procedures to help organizations wishing to deposit proprietary materials in data repositories to mask proprietary information, yet to maintain the usability of data Multi-variable materials data visualization tools, in which the number of variables can be quite high Big Data Specific Not important at this time Challenges in Mobility Security & Privacy Proprietary nature of many data very sensitive. Requirements Highlight issues for Development of standards; development of large scale repositories; generalizing this use involving industrial users; integration with the CAE (don’t underestimate case (e.g. for ref. difficulty of this materials people are generally not as computer savvy – architecture) as chemists, bioinformatics people, and engineers) More Information (URLs) Note: <additional comments> Big Data) Requirements WG Use Case Template Aug 11 2013 NBD(NIST Use Case Title Mendeley An International Network of Research – Vertical (area) Commercial Cloud Consumer Services Author/Company/Email William Gunn / Mendeley / william.gunn@mendeley.com Actors/Stakeholders and Researchers, librarians, publishers, and funding organizations. their roles and responsibilities Goals To promote more rapid advancement in scientific research by enabling researchers to efficiently collaborate, librarians to understand researcher needs, publishers to distribute research findings more quickly and broadly, and funding organizations to better understand the impact of the projects they fund. Use Case Description Mendeley has built a database of research documents and facilitates the creation of shared bibliographies. Mendeley uses the information collected about research reading patterns and other activities conducted via the software to build more efficient literature discovery and analysis tools. Text mining and classification systems enables automatic recommendation of relevant research, improving the cost and performance of research teams, particularly those engaged in curation of
unknown. See Munro’s NIST Standard Practice Guide. Data Types Numbers, graphical, images Data Analytics Empirical and narrow in scope Big Data Specific Challenges (Gaps) Establishing materials data repositories beyond the existing ones that focus on fundamental data Developing internationally-accepted data recording standards that can be used by a very diverse materials community, including developers materials test standards (such as ASTM and ISO), testing companies, materials producers, and R&D labs Tools and procedures to help organizations wishing to deposit proprietary materials in data repositories to mask proprietary information, yet to maintain the usability of data Multi-variable materials data visualization tools, in which the number of variables can be quite high Big Data Specific Challenges in Mobility Not important at this time Security & Privacy Requirements Proprietary nature of many data very sensitive. Highlight issues for generalizing this use case (e.g. for ref. architecture) Development of standards; development of large scale repositories; involving industrial users; integration with CAE (don’t underestimate the difficulty of this – materials people are generally not as computer savvy as chemists, bioinformatics people, and engineers) More Information (URLs) Note: <additional comments> NBD(NIST Big Data) Requirements WG Use Case Template Aug 11 2013 Use Case Title Mendeley – An International Network of Research Vertical (area) Commercial Cloud Consumer Services Author/Company/Email William Gunn / Mendeley / william.gunn@mendeley.com Actors/Stakeholders and their roles and responsibilities Researchers, librarians, publishers, and funding organizations. Goals To promote more rapid advancement in scientific research by enabling researchers to efficiently collaborate, librarians to understand researcher needs, publishers to distribute research findings more quickly and broadly, and funding organizations to better understand the impact of the projects they fund. Use Case Description Mendeley has built a database of research documents and facilitates the creation of shared bibliographies. Mendeley uses the information collected about research reading patterns and other activities conducted via the software to build more efficient literature discovery and analysis tools. Text mining and classification systems enables automatic recommendation of relevant research, improving the cost and performance of research teams, particularly those engaged in curation of