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From the perspective of the data life cycle, we argue that\n                    <jats:italic>computational<\/jats:italic>\n                    and\n                    <jats:italic>social<\/jats:italic>\n                    approaches complement each other to confront data challenges. Computational approaches consist of ETL (extract, transform, and load), modeling, and machine learning techniques; social approaches include policy and regulations, data sharing and reuse behavior, reproducibility, ethical and privacy issues. In this panel, we frame these two approaches as\n                    <jats:italic>data acumen<\/jats:italic>\n                    and\n                    <jats:italic>data stewardship<\/jats:italic>\n                    . The merging of these two perspectives allows data not only to become discoverable, accessible, and interoperable, but also to further the value of revealing meaningful patterns and become supportive evidence for important decision making. In this panel, the opening facilitator and three panelists will report on their recent studies in terms of this convergence of both data acumen and stewardship while sharing their recent research insights on case studies in three disciplines: agriculture, biomedicine, and archeology.\n                  <\/jats:p>","DOI":"10.1002\/pra2.89","type":"journal-article","created":{"date-parts":[[2019,10,18]],"date-time":"2019-10-18T10:09:59Z","timestamp":1571393399000},"page":"554-557","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["The convergence of computational and social approaches for unveiling meaningful and valuable data"],"prefix":"10.1002","volume":"56","author":[{"given":"Angela P.","family":"Murillo","sequence":"first","affiliation":[{"name":"Indianapolis University\u2010Purdue University Indianapolis  Indianapolis U.S.A."}]},{"given":"Renata G.","family":"Curty","sequence":"additional","affiliation":[{"name":"Universidade Estadual de Londrina  Londrina Brazil"}]},{"given":"Wei","family":"Jeng","sequence":"additional","affiliation":[{"name":"National Taiwan University  Taipei Taiwan"}]},{"given":"Daqing","family":"He","sequence":"additional","affiliation":[{"name":"University of Pittsburgh  Pittsburgh U.S.A."}]}],"member":"311","published-online":{"date-parts":[[2019,10,18]]},"reference":[{"issue":"1","key":"e_1_2_9_2_1","article-title":"Data stewardship: Environmental data curation and a web of repositories","volume":"1","author":"Baker K. 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