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Result for predictive modeling using value prediction technique that measures the median house price depicts that the best method used was nonseasonal ARIMA. Furthermore, classification technique indicates that in each of the three selected suburbs, different property characteristics determined the rental properties desirable. As shown in result, for the investors who plan to invest in property for rental purposes, they need to choose townhouse type or property to make it rentable while for Vaucluse, terrace houses. These results can be applied into practice and will benefit the property industry directly. <\/jats:p>","DOI":"10.1142\/s0219622021500115","type":"journal-article","created":{"date-parts":[[2021,2,27]],"date-time":"2021-02-27T03:17:48Z","timestamp":1614395868000},"page":"671-706","source":"Crossref","is-referenced-by-count":3,"title":["An Adaptive Personalized Property Investment Risk Analysis Method Based on Data-Driven Approach"],"prefix":"10.1142","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5096-2062","authenticated-orcid":false,"given":"Nur","family":"Atiqah Rochin Demong","sequence":"first","affiliation":[{"name":"Department of Technology and Supply Chain Management Studies, Faculty of Business and Management, Universiti Teknologi MARA, Puncak Alam, 42300 Selangor, Malaysia"},{"name":"Faculty of Engineering and Information Technology, University of Technology, Sydney, 235 Jones Street Broadway, NSW 2007, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jie","family":"Lu","sequence":"additional","affiliation":[{"name":"Faculty of Engineering and Information Technology, University of Technology, Sydney, 235 Jones Street Broadway, NSW 2007, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Farookh","family":"Khadeer Hussain","sequence":"additional","affiliation":[{"name":"Faculty of Engineering and Information Technology, University of Technology, Sydney, 235 Jones Street Broadway, NSW 2007, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2021,2,26]]},"reference":[{"key":"S0219622021500115BIB001","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2009.11.022"},{"key":"S0219622021500115BIB002","doi-asserted-by":"publisher","DOI":"10.3390\/su12062201"},{"key":"S0219622021500115BIB003","doi-asserted-by":"publisher","DOI":"10.1007\/s11146-012-9401-0"},{"key":"S0219622021500115BIB004","doi-asserted-by":"publisher","DOI":"10.1016\/j.jaccpubpol.2020.106766"},{"volume-title":"2nd Int. 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