{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,23]],"date-time":"2024-09-23T19:43:29Z","timestamp":1727120609472},"reference-count":41,"publisher":"SAGE Publications","issue":"3","license":[{"start":{"date-parts":[[2013,3,25]],"date-time":"2013-03-25T00:00:00Z","timestamp":1364169600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Information Visualization"],"published-print":{"date-parts":[[2014,7]]},"abstract":" Many disciplines are faced with the problem of handling time-series data. This study introduces an innovative visual representation for time series, namely the continuous triangular model. In the continuous triangular model, all subintervals of a time series can be represented in a two-dimensional continuous field, where every point represents a subinterval of the time series, and the value at the point is derived through a certain function (e.g. average or summation) of the time series within the subinterval. The continuous triangular model thus provides an explicit overview of time series at all different scales. In addition to time series, the continuous triangular model can be applied to a broader sense of linear data, such as traffic along a road. This study shows how the continuous triangular model can facilitate the visual analysis of different types of linear data. We also show how the coordinate interval space in the continuous triangular model can support the analysis of multiple time series through spatial analysis methods, including map algebra and cartographic modelling. Real-world datasets and scenarios are employed to demonstrate the usefulness of this approach. <\/jats:p>","DOI":"10.1177\/1473871613477853","type":"journal-article","created":{"date-parts":[[2013,3,26]],"date-time":"2013-03-26T02:09:46Z","timestamp":1364263786000},"page":"248-265","update-policy":"http:\/\/dx.doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":12,"title":["Multi-scale analysis of linear data in a two-dimensional space"],"prefix":"10.1177","volume":"13","author":[{"given":"Yi","family":"Qiang","sequence":"first","affiliation":[{"name":"Department of Geography, Ghent University, Ghent, Belgium"}]},{"given":"Seyed H","family":"Chavoshi","sequence":"additional","affiliation":[{"name":"Department of Geography, Ghent University, Ghent, Belgium"}]},{"given":"Steven","family":"Logghe","sequence":"additional","affiliation":[{"name":"Be-Mobile NV, Ghent, Belgium"}]},{"given":"Philippe","family":"De Maeyer","sequence":"additional","affiliation":[{"name":"Department of Geography, Ghent University, Ghent, Belgium"}]},{"given":"Nico","family":"Van de Weghe","sequence":"additional","affiliation":[{"name":"Department of Geography, Ghent University, Ghent, Belgium"}]}],"member":"179","published-online":{"date-parts":[[2013,3,25]]},"reference":[{"key":"bibr1-1473871613477853","unstructured":"Enders W. Applied econometric time series. 2nd ed. Hoboken, NJ: John Wiley & Sons, Inc, 2008, p. 480."},{"key":"bibr2-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1515\/9780691218632"},{"key":"bibr3-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2005.01.025"},{"key":"bibr4-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2010.508043"},{"key":"bibr5-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1016\/j.cag.2007.01.030"},{"volume-title":"Exploratory analysis of spatial and temporal data: a systematic approach","year":"2006","author":"Andrienko N","key":"bibr6-1473871613477853"},{"first-page":"9","volume-title":"Proceedings of the 10th international conference on information visualization","author":"Keim D","key":"bibr7-1473871613477853"},{"key":"bibr8-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1109\/INFVIS.2000.885098"},{"key":"bibr9-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.ivs.9500061"},{"first-page":"460","volume-title":"Proceedings of the tenth ACM SIGKDD international conference on knowledge discovery and data mining","author":"Lin J","key":"bibr10-1473871613477853"},{"first-page":"7","volume-title":"Proceedings of IEEE symposium on information visualization 2001","author":"Weber M","key":"bibr11-1473871613477853"},{"key":"bibr12-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009919304728"},{"key":"bibr13-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvlc.2005.10.004"},{"key":"bibr14-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1016\/j.jas.2006.07.007"},{"issue":"4","key":"bibr15-1473871613477853","first-page":"983","volume":"39","author":"Qiang Y","year":"2010","journal-title":"Control Cybern"},{"key":"bibr16-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1179\/1743277412Y.0000000008"},{"key":"bibr17-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1177\/1473871612436775"},{"volume-title":"Geospatial analysis: a comprehensive guide to principles, techniques and software tools","year":"2007","author":"De Smith MJ","key":"bibr18-1473871613477853"},{"key":"bibr19-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1080\/13658810600965271"},{"first-page":"4","volume-title":"Proceedings of IEEE symposium of information visualization (InfoVis \u201999)","author":"Van Wijk JJ","key":"bibr20-1473871613477853"},{"first-page":"401","volume-title":"Proceedings of the working conference on advanced visual interfaces","author":"Kincaid R","key":"bibr21-1473871613477853"},{"first-page":"59","volume-title":"11th international conference on information visualization, 2007 IV \u201907","author":"Matkovic K","key":"bibr22-1473871613477853"},{"first-page":"173","volume-title":"Proceedings of the 2005 IEEE symposium on information visualization","author":"Saito T","key":"bibr23-1473871613477853"},{"volume-title":"Proceedings of the 11th annual ACM symposium on user interface software and technology","author":"Carlis JV","key":"bibr24-1473871613477853"},{"key":"bibr25-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1179\/000870408X311387"},{"first-page":"1242","volume-title":"Proceedings of the 2004 ACM symposium on applied computing","author":"Tominski C","key":"bibr26-1473871613477853"},{"first-page":"737","volume-title":"Proceedings of the 2003 winter simulation conference","author":"Muller W","key":"bibr27-1473871613477853"},{"key":"bibr28-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-85729-079-3"},{"first-page":"195","volume-title":"Proceedings of the eurographics\/IEEE-VGTC symposium on visualization (EuroVis 2006)","author":"Keim D","key":"bibr29-1473871613477853"},{"volume-title":"Geographic information systems and cartographic modeling","year":"1990","author":"Tomlin CD.","key":"bibr30-1473871613477853"},{"key":"bibr31-1473871613477853","first-page":"5","volume":"6","author":"Kulpa Z.","year":"1997","journal-title":"Mach Graph Vis"},{"key":"bibr32-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1145\/182.358434"},{"key":"bibr33-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1007\/s002670010247"},{"volume-title":"The 14th annual colloquium of the spatial information research centre University of Otago","author":"Smith L","key":"bibr34-1473871613477853"},{"issue":"5","key":"bibr35-1473871613477853","first-page":"615","volume":"56","author":"Walsh SJ","year":"1990","journal-title":"Photogramm Eng Rem S"},{"key":"bibr36-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1080\/13658810010005525"},{"key":"bibr37-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1080\/02693799508902036"},{"volume-title":"Semiology of graphics: diagrams, networks, maps","year":"1983","author":"Bertin J.","key":"bibr38-1473871613477853"},{"key":"bibr39-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1179\/caj.1992.29.2.101"},{"key":"bibr40-1473871613477853","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2007.70515"},{"journal-title":"Spat Cogn Comput","author":"Qiang Y","key":"bibr41-1473871613477853"}],"container-title":["Information Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1473871613477853","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/1473871613477853","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1473871613477853","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,16]],"date-time":"2024-09-16T08:02:15Z","timestamp":1726473735000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/1473871613477853"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,3,25]]},"references-count":41,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2014,7]]}},"alternative-id":["10.1177\/1473871613477853"],"URL":"https:\/\/doi.org\/10.1177\/1473871613477853","relation":{},"ISSN":["1473-8716","1473-8724"],"issn-type":[{"type":"print","value":"1473-8716"},{"type":"electronic","value":"1473-8724"}],"subject":[],"published":{"date-parts":[[2013,3,25]]}}}