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In this work, we present a framework for relating sustainability and product metadata using taxonomy-based representations of lifecycle data. This facilitates simultaneous visualization of environmental indicators along with part similarities. To demonstrate this framework, we implement shapeSIFT, an interactive multidimensional visualization tool for eco-conscious design exploration. shapeSIFT uses a visual analytics-based approach to represent part metadata and environmental indicators. This facilitates query-based dynamic exploration of part repositories.<\/jats:p>","DOI":"10.1115\/1.4031592","type":"journal-article","created":{"date-parts":[[2015,9,15]],"date-time":"2015-09-15T16:30:56Z","timestamp":1442334656000},"update-policy":"https:\/\/doi.org\/10.1115\/crossmarkpolicy-asme","source":"Crossref","is-referenced-by-count":13,"title":["A Framework for Visualization-Driven Eco-Conscious Design Exploration"],"prefix":"10.1115","volume":"15","author":[{"given":"Devarajan","family":"Ramanujan","sequence":"first","affiliation":[{"name":"School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907 e-mail:"}]},{"given":"William Z.","family":"Bernstein","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907"}]},{"given":"William","family":"Benjamin","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907"}]},{"given":"Karthik","family":"Ramani","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907;"},{"name":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907 e-mail:"}]},{"given":"Niklas","family":"Elmqvist","sequence":"additional","affiliation":[{"name":"College of Information Studies, University of Maryland, College Park, College Park, MD 20742"}]},{"given":"Devadatta","family":"Kulkarni","sequence":"additional","affiliation":[{"name":"Cincinnati Innovation Lab, Tata Consultancy Services, Milford, OH 45150"}]},{"given":"Jeffrey","family":"Tew","sequence":"additional","affiliation":[{"name":"Cincinnati Innovation Lab, Tata Consultancy Services, Milford, OH 45150"}]}],"member":"33","published-online":{"date-parts":[[2015,11,4]]},"reference":[{"issue":"1","key":"2019100316260662500_bib1","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1007\/BF02978450","article-title":"Case Studies Examining LCA Streamlining Techniques","volume":"3","year":"1998","journal-title":"Int. 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