{"id":"https://openalex.org/W2897380591","doi":"https://doi.org/10.1109/icccn.2018.8487421","title":"Understanding Housing Market Behaviour from a Microscopic Perspective","display_name":"Understanding Housing Market Behaviour from a Microscopic Perspective","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2897380591","doi":"https://doi.org/10.1109/icccn.2018.8487421","mag":"2897380591"},"language":"en","primary_location":{"id":"doi:10.1109/icccn.2018.8487421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccn.2018.8487421","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 27th International Conference on Computer Communication and Networks (ICCCN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083477105","display_name":"Jiaying Kou","orcid":"https://orcid.org/0000-0002-0892-6735"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiaying Kou","raw_affiliation_strings":["Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018318168","display_name":"Xiaoming Fu","orcid":"https://orcid.org/0000-0002-8012-4753"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Xiaoming Fu","raw_affiliation_strings":["Institute of Computer Science, University of G\u00f6ttingen, G\u00f6ttingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of G\u00f6ttingen, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034544405","display_name":"Jiahua Du","orcid":"https://orcid.org/0000-0001-9676-1186"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiahua Du","raw_affiliation_strings":["Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403969","display_name":"Hua Wang","orcid":"https://orcid.org/0000-0002-8465-0996"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hua Wang","raw_affiliation_strings":["Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041813589","display_name":"Geordie Z. Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Geordie Z. Zhang","raw_affiliation_strings":["Social and Cultural Informatics Platform, The University of Melbourne, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Social and Cultural Informatics Platform, The University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9373000264167786,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9057999849319458,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/newspaper","display_name":"Newspaper","score":0.825627863407135},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.7926878333091736},{"id":"https://openalex.org/keywords/real-estate","display_name":"Real estate","score":0.7544262409210205},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.7298126220703125},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.6581860184669495},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6368625164031982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42812833189964294},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3636243939399719},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.33997055888175964},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32999515533447266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18600642681121826},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.1552971601486206},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.129195898771286}],"concepts":[{"id":"https://openalex.org/C201280247","wikidata":"https://www.wikidata.org/wiki/Q11032","display_name":"Newspaper","level":2,"score":0.825627863407135},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.7926878333091736},{"id":"https://openalex.org/C82279013","wikidata":"https://www.wikidata.org/wiki/Q684740","display_name":"Real estate","level":2,"score":0.7544262409210205},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7298126220703125},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.6581860184669495},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6368625164031982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42812833189964294},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3636243939399719},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.33997055888175964},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32999515533447266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18600642681121826},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.1552971601486206},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.129195898771286},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icccn.2018.8487421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccn.2018.8487421","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 27th International Conference on Computer Communication and Networks (ICCCN)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.vu.edu.au:38379","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/38379/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W158727920","https://openalex.org/W1508206474","https://openalex.org/W1524228404","https://openalex.org/W1598401034","https://openalex.org/W1909156394","https://openalex.org/W1969018809","https://openalex.org/W1982381099","https://openalex.org/W1991553333","https://openalex.org/W2015174807","https://openalex.org/W2015186536","https://openalex.org/W2021314860","https://openalex.org/W2037625889","https://openalex.org/W2049743915","https://openalex.org/W2057227025","https://openalex.org/W2076891766","https://openalex.org/W2099813784","https://openalex.org/W2125520394","https://openalex.org/W2132446932","https://openalex.org/W2133757074","https://openalex.org/W2147634746","https://openalex.org/W2153579005","https://openalex.org/W2155419203","https://openalex.org/W2171468534","https://openalex.org/W2263997305","https://openalex.org/W2323881768","https://openalex.org/W2340339255","https://openalex.org/W2486271310","https://openalex.org/W2546040478","https://openalex.org/W2610886376","https://openalex.org/W2797024741","https://openalex.org/W2797246651","https://openalex.org/W2798001063","https://openalex.org/W2897336044","https://openalex.org/W2918258946","https://openalex.org/W3121467893","https://openalex.org/W3122563224","https://openalex.org/W3122678879","https://openalex.org/W3122715192","https://openalex.org/W3122723386","https://openalex.org/W3122944446","https://openalex.org/W3123093168","https://openalex.org/W3124291727","https://openalex.org/W3125605365","https://openalex.org/W3125786740","https://openalex.org/W3125903987","https://openalex.org/W3125952890","https://openalex.org/W3147320061","https://openalex.org/W4239806463","https://openalex.org/W4292157289","https://openalex.org/W4294170691","https://openalex.org/W4319153477","https://openalex.org/W6635783869","https://openalex.org/W6682691769","https://openalex.org/W6693495343"],"related_works":["https://openalex.org/W2376554757","https://openalex.org/W612150824","https://openalex.org/W2361959990","https://openalex.org/W2100945520","https://openalex.org/W1596512750","https://openalex.org/W2383443050","https://openalex.org/W2367702734","https://openalex.org/W644339423","https://openalex.org/W2386525189","https://openalex.org/W2360284199"],"abstract_inverted_index":{"This":[0],"paper":[1],"discusses":[2],"the":[3,37,53],"usage":[4],"of":[5,59],"micro-level":[6],"behavioural":[7],"data":[8],"for":[9,74],"understanding":[10],"macro-level":[11],"housing":[12,54],"market":[13],"behavior.":[14],"We":[15,35],"use":[16,58],"sentiment":[17,39,61],"analysis":[18],"to":[19,70],"examine":[20],"local":[21],"newspaper":[22],"articles":[23],"discussing":[24],"real":[25],"estate":[26],"at":[27],"a":[28,66],"suburb":[29],"level":[30],"in":[31],"inner-west":[32],"Sydney,":[33],"Australia.":[34],"calculate":[36],"media":[38,60],"index":[40,62],"by":[41],"using":[42],"two":[43],"different":[44],"methods,":[45],"and":[46,52,79],"compare":[47],"them":[48],"with":[49],"each":[50],"other":[51],"price":[55],"index.":[56],"The":[57],"can":[63],"serve":[64],"as":[65],"finer-grained":[67],"guiding":[68],"tool":[69],"facilitate":[71],"decision":[72],"making":[73],"home":[75],"buyers,":[76],"investors,":[77],"researchers":[78],"policy":[80],"makers.":[81]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}