{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T04:02:36Z","timestamp":1793505756808,"version":"4.5.0"},"reference-count":27,"publisher":"SAGE Publications","issue":"4","license":[{"start":{"date-parts":[[2005,12,1]],"date-time":"2005-12-01T00:00:00Z","timestamp":1133395200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Information Visualization"],"published-print":{"date-parts":[[2005,12]]},"abstract":"<jats:p>The use of multivariate information visualization techniques is intrinsically difficult because the multidimensional nature of data cannot be effectively presented and understood on real-world displays, which have limited dimensionalities. However, the necessity to use these techniques in daily life is increasing as the amount and complexity of data grows explosively in the information age. Thus, multivariate information visualization techniques that are easier to understand and more accessible are needed for the general population. In order to meet this need, the present paper proposes Dust &amp; Magnet, a multivariate information visualization technique using a magnet metaphor and various interactive techniques. The intuitive magnet metaphor and subsequent interactions facilitate the ease of learning this multivariate information visualization technique. A visualization tool such as Dust &amp; Magnet has the potential to increase the acceptance of and utility for multivariate information by a broader population of users who are not necessarily knowledgeable about multivariate information visualization techniques.<\/jats:p>","DOI":"10.1057\/palgrave.ivs.9500099","type":"journal-article","created":{"date-parts":[[2005,6,23]],"date-time":"2005-06-23T06:30:41Z","timestamp":1119508241000},"page":"239-256","source":"Crossref","is-referenced-by-count":127,"title":["Dust &amp; Magnet: Multivariate Information Visualization Using a Magnet Metaphor"],"prefix":"10.1177","volume":"4","author":[{"given":"Ji","family":"Soo Yi","sequence":"first","affiliation":[{"name":"Laboratory for Human\u2013Computer Interaction and Health Care Informatics, School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, U.S.A."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rachel","family":"Melton","sequence":"additional","affiliation":[{"name":"College of Computing\/GVU Center, Georgia Institute of Technology, Atlanta, GA, U.S.A."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"John","family":"Stasko","sequence":"additional","affiliation":[{"name":"College of Computing\/GVU Center, Georgia Institute of Technology, Atlanta, GA, U.S.A."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Julie A.","family":"Jacko","sequence":"additional","affiliation":[{"name":"Laboratory for Human\u2013Computer Interaction and Health Care Informatics, School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, U.S.A."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2005,12,1]]},"reference":[{"key":"bibr1-palgrave.ivs.9500099","doi-asserted-by":"publisher","DOI":"10.1145\/240455.240464"},{"key":"bibr2-palgrave.ivs.9500099","doi-asserted-by":"crossref","unstructured":"Saraiya P, North C, Duca K. Evaluation of microarray visualization tools for biological insight.\n                      The IEEE Symposium on Information Visualization.\n                      2004 (Austin, TX, USA); 2004; 1\u20138.","DOI":"10.1109\/INFVIS.2004.5"},{"key":"bibr3-palgrave.ivs.9500099","unstructured":"Bolshakova N. Microarray software catalogue [WWW document] http:\/\/www.cs.tcd.ie\/Nadia.Bolshakova\/softwaretotal.html (accessed 27 October 2004)."},{"key":"bibr4-palgrave.ivs.9500099","unstructured":"Leung YF. Functional genomics [WWW document] http:\/\/genomicshome.com (accessed 27 October 2004)."},{"key":"bibr5-palgrave.ivs.9500099","unstructured":"Cleveland WS. Visualizing Data. AT&T Bell Laboratories; Hobart Press: Murray Hill, NJ, Summit, NJ, 1993; pp 360."},{"key":"bibr6-palgrave.ivs.9500099","volume-title":"Worlds within worlds: metaphors for exploring n-dimensional virtual worlds","author":"Feiner SK","year":"1990"},{"key":"bibr7-palgrave.ivs.9500099","doi-asserted-by":"publisher","DOI":"10.1145\/948449.948460"},{"key":"bibr8-palgrave.ivs.9500099","volume-title":"Principles of Data Mining.","author":"Hand D","year":"2001"},{"key":"bibr9-palgrave.ivs.9500099","unstructured":"Chambers JM. Graphical Methods for Data Analysis, Vol. xiv. The Wadsworth Statistics\/Probability Series, Wadsworth International Group. Duxbury Press: Belmont, CA, Boston, 1983; pp 395."},{"key":"bibr10-palgrave.ivs.9500099","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1973.10482434"},{"key":"bibr11-palgrave.ivs.9500099","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502530"},{"key":"bibr12-palgrave.ivs.9500099","doi-asserted-by":"publisher","DOI":"10.1515\/9781400874668"},{"key":"bibr13-palgrave.ivs.9500099","doi-asserted-by":"crossref","unstructured":"Cox TF, Cox MAA. Multidimensional Scaling, 2nd edn. Monographs on Statistics and Applied Probability. Chapman & Hall\/CRC: Boca Raton, 2001; pp 308.","DOI":"10.1201\/9781420036121"},{"key":"bibr14-palgrave.ivs.9500099","unstructured":"Inselberg A, Dimsdale B. Parallel coordinates: a tool for visualizing multi-dimensional geometry.\n                      Proceedings of the First IEEE Conference on Visualization. Visualization 1990 (Cat. No. 90CH2914\u20130).\n                      (San Francisco, CA, USA), IEEE Computer Soc. Press: Silver Spring, MD, 1990; 361\u2013378."},{"key":"bibr15-palgrave.ivs.9500099","unstructured":"XmdvTool home page [WWW document] http:\/\/davis.wpi.edu\/\u223cxmdv (accessed 27 October 2004)."},{"key":"bibr16-palgrave.ivs.9500099","unstructured":"Donoho D, Ramos E. PRIMDATA: Data sets for use with PRIM-H. American Statistical Association (ASA) Second Exposition of Statistical Graphics Technology 1983 (Toronto, Canada), 1983."},{"key":"bibr17-palgrave.ivs.9500099","doi-asserted-by":"crossref","unstructured":"Artero AO, Oliveira MCFd, Levkowitz H. Uncovering clusters in crowded parallel coordinates visualizations.\n                      The IEEE Symposium on Information Visualization\n                      2004 (Austin, TX, USA), 2004; 81\u201388.","DOI":"10.1109\/INFVIS.2004.68"},{"key":"bibr18-palgrave.ivs.9500099","unstructured":"Peng W, Ward MO, Rundensteiner EA. Clutter reduction in multidimensional data visualization using dimension reordering.\n                      The IEEE Symposium on Information Visualization\n                      2004 (Austin, TX, USA), 2004; 89\u201396."},{"key":"bibr19-palgrave.ivs.9500099","unstructured":"Dix A, Finlay J, Abowd G, Beale R. Human-Computer Interaction, 2nd edn. Prentice-Hall: Englewood Cliffs, NJ, 1997; pp 638."},{"key":"bibr20-palgrave.ivs.9500099","doi-asserted-by":"crossref","unstructured":"Bederson BB, Hollan JD. Pad++: a zooming graphical interface for exploring alternate interface physics.\n                      Proceedings of the ACM Symposium on User Interface Software and Technology\n                      1994 (Marina del Rey, CA, USA), ACM: New York, NY, USA, 1994; 17.","DOI":"10.1145\/192426.192435"},{"key":"bibr21-palgrave.ivs.9500099","doi-asserted-by":"publisher","DOI":"10.1016\/0306-4573(93)90024-8"},{"key":"bibr22-palgrave.ivs.9500099","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.1997.638252"},{"key":"bibr23-palgrave.ivs.9500099","doi-asserted-by":"publisher","DOI":"10.1109\/52.329404"},{"key":"bibr24-palgrave.ivs.9500099","unstructured":"Bederson BB. A structured 2D graphics framework [WWW document] http:\/\/www.cs.umd.edu\/hcil\/piccolo\/index.shtml (accessed 28 August 2004)."},{"key":"bibr25-palgrave.ivs.9500099","volume-title":"A categorization of scientific visualization techniques","author":"Wehrend SC","year":"1990"},{"key":"bibr26-palgrave.ivs.9500099","doi-asserted-by":"publisher","DOI":"10.1145\/97243.97273"},{"key":"bibr27-palgrave.ivs.9500099","doi-asserted-by":"publisher","DOI":"10.1109\/VISUAL.1990.146375"}],"container-title":["Information Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1057\/palgrave.ivs.9500099","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1057\/palgrave.ivs.9500099","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:19:36Z","timestamp":1777490376000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1057\/palgrave.ivs.9500099"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005,12]]},"references-count":27,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2005,12]]}},"alternative-id":["10.1057\/palgrave.ivs.9500099"],"URL":"https:\/\/doi.org\/10.1057\/palgrave.ivs.9500099","relation":{},"ISSN":["1473-8716","1473-8724"],"issn-type":[{"value":"1473-8716","type":"print"},{"value":"1473-8724","type":"electronic"}],"subject":[],"published":{"date-parts":[[2005,12]]}}}