{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,26]],"date-time":"2025-11-26T21:55:49Z","timestamp":1764194149450},"reference-count":33,"publisher":"World Scientific Pub Co Pte Ltd","issue":"01","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Info. Tech. Dec. Mak."],"published-print":{"date-parts":[[2016,1]]},"abstract":"<jats:p>To identify series of residential burglaries, detecting linked crimes performed by the same constellations of criminals is necessary. Comparison of crime reports today is difficult as crime reports traditionally have been written as unstructured text and often lack a common information-basis. Based on a novel process for collecting structured crime scene information, the present study investigates the use of clustering algorithms to group similar crime reports based on combined crime characteristics from the structured form. Clustering quality is measured using Connectivity and Silhouette index (SI), stability using Jaccard index, and accuracy is measured using Rand index (RI) and a Series Rand index (SRI). The performance of clustering using combined characteristics was compared with spatial characteristic. The results suggest that the combined characteristics perform better or similar to the spatial characteristic. In terms of practical significance, the presented clustering approach is capable of clustering cases using a broader decision basis.<\/jats:p>","DOI":"10.1142\/s0219622015500339","type":"journal-article","created":{"date-parts":[[2015,10,27]],"date-time":"2015-10-27T07:21:57Z","timestamp":1445930517000},"page":"23-42","source":"Crossref","is-referenced-by-count":14,"title":["Clustering Residential Burglaries Using Modus Operandi and Spatiotemporal Information"],"prefix":"10.1142","volume":"15","author":[{"given":"Anton","family":"Borg","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Blekinge Institute of Technology, 371 79, Karlskrona, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Martin","family":"Boldt","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Blekinge Institute of Technology, 371 79, Karlskrona, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2016,2,18]]},"reference":[{"key":"S0219622015500339BIB001","doi-asserted-by":"publisher","DOI":"10.1177\/0093854811418599"},{"key":"S0219622015500339BIB002","doi-asserted-by":"publisher","DOI":"10.1348\/135532506X118631"},{"key":"S0219622015500339BIB003","doi-asserted-by":"publisher","DOI":"10.1080\/1561426042000191305"},{"key":"S0219622015500339BIB004","volume-title":"Mapping Crime: Understanding Hot Spots","author":"Eck J. E.","year":"2004"},{"key":"S0219622015500339BIB005","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.02.035"},{"issue":"1","key":"S0219622015500339BIB006","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1080\/10439460500399791","volume":"16","author":"Maguire M.","year":"2006","journal-title":"Policing and Society: An International Journal of Research and Policy"},{"issue":"3","key":"S0219622015500339BIB007","first-page":"12","volume":"5","author":"Bowers K.","year":"2004","journal-title":"Western Criminology Review"},{"key":"S0219622015500339BIB008","doi-asserted-by":"publisher","DOI":"10.1177\/1477370808095124"},{"key":"S0219622015500339BIB009","doi-asserted-by":"publisher","DOI":"10.1016\/j.apgeog.2013.04.001"},{"key":"S0219622015500339BIB010","doi-asserted-by":"publisher","DOI":"10.1016\/S1355-0306(02)71820-0"},{"key":"S0219622015500339BIB011","doi-asserted-by":"publisher","DOI":"10.1348\/135532508X349336"},{"key":"S0219622015500339BIB012","doi-asserted-by":"publisher","DOI":"10.1016\/j.forsciint.2010.03.017"},{"key":"S0219622015500339BIB013","doi-asserted-by":"publisher","DOI":"10.1080\/10683160902971030"},{"issue":"2","key":"S0219622015500339BIB014","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1002\/jip.120","volume":"7","author":"Markson L.","year":"2010","journal-title":"Journal of Investigative Psychology and Offender Profiling"},{"key":"S0219622015500339BIB015","doi-asserted-by":"publisher","DOI":"10.1111\/rssa.12076"},{"key":"S0219622015500339BIB016","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2003.809867"},{"key":"S0219622015500339BIB019","doi-asserted-by":"publisher","DOI":"10.1007\/s10707-010-0116-1"},{"key":"S0219622015500339BIB020","doi-asserted-by":"publisher","DOI":"10.1007\/s10506-006-9023-z"},{"key":"S0219622015500339BIB021","doi-asserted-by":"publisher","DOI":"10.1002\/9781118685181"},{"key":"S0219622015500339BIB022","doi-asserted-by":"publisher","DOI":"10.1002\/jip.21"},{"key":"S0219622015500339BIB024","doi-asserted-by":"publisher","DOI":"10.1198\/016214503000000666"},{"key":"S0219622015500339BIB025","doi-asserted-by":"publisher","DOI":"10.1080\/15427951.2004.10129093"},{"key":"S0219622015500339BIB026","volume-title":"Self-Tuning Spectral Clustering","author":"Zelnik-Manor L.","year":"2004"},{"key":"S0219622015500339BIB027","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2005.845141"},{"key":"S0219622015500339BIB028","volume-title":"Data Mining \u2014 Practical Machine Learning Tools and Techniques","author":"Witten I. H.","year":"2011","edition":"3"},{"key":"S0219622015500339BIB029","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2007.05.001"},{"key":"S0219622015500339BIB030","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"S0219622015500339BIB031","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bti517"},{"key":"S0219622015500339BIB032","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7"},{"key":"S0219622015500339BIB033","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-8137.1912.tb05611.x"},{"key":"S0219622015500339BIB034","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1971.10482356"},{"key":"S0219622015500339BIB035","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622012500095"},{"key":"S0219622015500339BIB036","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.02.137"}],"container-title":["International Journal of Information Technology &amp; Decision Making"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0219622015500339","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,12]],"date-time":"2024-06-12T01:37:27Z","timestamp":1718156247000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0219622015500339"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,1]]},"references-count":33,"journal-issue":{"issue":"01","published-online":{"date-parts":[[2016,2,18]]},"published-print":{"date-parts":[[2016,1]]}},"alternative-id":["10.1142\/S0219622015500339"],"URL":"https:\/\/doi.org\/10.1142\/s0219622015500339","relation":{},"ISSN":["0219-6220","1793-6845"],"issn-type":[{"value":"0219-6220","type":"print"},{"value":"1793-6845","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,1]]}}}