{"id":"https://openalex.org/W4245177019","doi":"https://doi.org/10.1504/ijbidm.2016.10001483","title":"Data-driven techniques for mass appraisals. Applications to the residential market of the city of Bari (Italy)","display_name":"Data-driven techniques for mass appraisals. Applications to the residential market of the city of Bari (Italy)","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W4245177019","doi":"https://doi.org/10.1504/ijbidm.2016.10001483"},"language":"en","primary_location":{"id":"doi:10.1504/ijbidm.2016.10001483","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijbidm.2016.10001483","pdf_url":null,"source":{"id":"https://openalex.org/S47982532","display_name":"International Journal of Business Intelligence and Data Mining","issn_l":"1743-8187","issn":["1743-8187","1743-8195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Business Intelligence and Data Mining","raw_type":"journal-article"},"type":"article","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/A5024074870","display_name":"Francesco Tajani","orcid":"https://orcid.org/0000-0002-2011-1950"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Tajani","raw_affiliation_strings":["Department of Science of Civil Engineering and Architecture, Polytechnic of Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science of Civil Engineering and Architecture, Polytechnic of Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040021511","display_name":"Pierluigi Morano","orcid":"https://orcid.org/0000-0001-8049-1206"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierluigi Morano","raw_affiliation_strings":["Department of Science of Civil Engineering and Architecture, Polytechnic of Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science of Civil Engineering and Architecture, Polytechnic of Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027729313","display_name":"Marco Locurcio","orcid":"https://orcid.org/0000-0003-3707-8306"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Locurcio","raw_affiliation_strings":["Department of Architecture and Design, Sapienza University of Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Architecture and Design, Sapienza University of Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022495350","display_name":"Carmelo Maria Torre","orcid":"https://orcid.org/0000-0003-4737-6040"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carmelo Maria Torre","raw_affiliation_strings":["Department of Science of Civil Engineering and Architecture, Polytechnic of Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science of Civil Engineering and Architecture, Polytechnic of Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.9113,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.96913198,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"1","issue":"1","first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13920","display_name":"Urban Planning and Valuation","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13920","display_name":"Urban Planning and Valuation","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.9327999949455261,"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/computer-science","display_name":"Computer science","score":0.701616644859314},{"id":"https://openalex.org/keywords/real-estate","display_name":"Real estate","score":0.6719868183135986},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.6149390339851379},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5387455224990845},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5296696424484253},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.47539791464805603},{"id":"https://openalex.org/keywords/residential-real-estate","display_name":"Residential real estate","score":0.43629834055900574},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.26118698716163635},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.25564807653427124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20008838176727295},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15974614024162292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.701616644859314},{"id":"https://openalex.org/C82279013","wikidata":"https://www.wikidata.org/wiki/Q684740","display_name":"Real estate","level":2,"score":0.6719868183135986},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.6149390339851379},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5387455224990845},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5296696424484253},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.47539791464805603},{"id":"https://openalex.org/C2991739101","wikidata":"https://www.wikidata.org/wiki/Q674950","display_name":"Residential real estate","level":3,"score":0.43629834055900574},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.26118698716163635},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.25564807653427124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20008838176727295},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15974614024162292},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijbidm.2016.10001483","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijbidm.2016.10001483","pdf_url":null,"source":{"id":"https://openalex.org/S47982532","display_name":"International Journal of Business Intelligence and Data Mining","issn_l":"1743-8187","issn":["1743-8187","1743-8195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Business Intelligence and Data Mining","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1486221226","https://openalex.org/W3121516497","https://openalex.org/W2376394614","https://openalex.org/W4236767682","https://openalex.org/W626760438","https://openalex.org/W2624876294","https://openalex.org/W4383955949","https://openalex.org/W2336092431","https://openalex.org/W2163258209","https://openalex.org/W2353928712"],"abstract_inverted_index":{"The":[0,117],"need":[1],"for":[2,114],"evaluation":[3],"models":[4,118],"capable":[5],"of":[6,13,36,39,74,93,101,104,123,132,137,142],"returning":[7],"'slender'":[8],"and":[9,83,140],"reliable":[10],"mass":[11,115],"appraisals":[12],"properties":[14],"belonging":[15],"to":[16,61,90,109],"different":[17],"market":[18],"segments":[19],"has":[20],"been":[21,53,88,128],"made":[22],"mandatory":[23],"by":[24,55,120],"the":[25,30,37,43,49,56,69,102,111,121,124,138,143],"events":[26],"that":[27],"are":[28],"covering":[29],"global":[31],"real":[32],"estate":[33],"finance,":[34],"because":[35],"emergence":[38],"non-performing":[40,50],"loans":[41,51],"in":[42,66,98,107,130],"banks'":[44],"balance":[45],"sheets.":[46],"In":[47,68],"Italy,":[48],"have":[52,87,127],"estimated":[54],"Italian":[57],"Banking":[58],"Association":[59],"equal":[60],"about":[62],"300":[63],"billion":[64],"euro":[65],"2014.":[67],"present":[70],"paper,":[71],"three":[72,125],"approaches":[73],"data-driven":[75],"techniques":[76],"(hedonic":[77],"price":[78],"model,":[79],"artificial":[80],"neural":[81],"networks":[82],"evolutionary":[84],"polynomial":[85],"regression)":[86],"applied":[89],"a":[91,99],"sample":[92],"residential":[94],"apartments":[95],"recently":[96],"sold":[97],"district":[100],"city":[103],"Bari":[105],"(Italy),":[106],"order":[108],"test":[110],"respective":[112],"performance":[113],"appraisals.":[116],"obtained":[119],"implementation":[122],"procedures":[126],"compared":[129],"terms":[131],"statistical":[133],"accuracy,":[134],"empirical":[135],"compliance":[136],"results":[139],"complexity":[141],"functional":[144],"relationships.":[145]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}