{"id":"https://openalex.org/W4391964841","doi":"https://doi.org/10.3390/ijgi13030063","title":"A Spatial Regression Model for Predicting Prices of Short-Term Rentals in Athens, Greece","display_name":"A Spatial Regression Model for Predicting Prices of Short-Term Rentals in Athens, Greece","publication_year":2024,"publication_date":"2024-02-20","ids":{"openalex":"https://openalex.org/W4391964841","doi":"https://doi.org/10.3390/ijgi13030063"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi13030063","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13030063","pdf_url":"https://www.mdpi.com/2220-9964/13/3/63/pdf?version=1708425928","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/13/3/63/pdf?version=1708425928","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018482003","display_name":"Polixeni Iliopoulou","orcid":"https://orcid.org/0000-0002-1273-1623"},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Polixeni Iliopoulou","raw_affiliation_strings":["Department of Surveying and Geoinformatics Engineering, University of West Attica, Egaleo Park Campus, Ag. Spyridonos Str., Egaleo, 12243 Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0002-1273-1623","affiliations":[{"raw_affiliation_string":"Department of Surveying and Geoinformatics Engineering, University of West Attica, Egaleo Park Campus, Ag. Spyridonos Str., Egaleo, 12243 Athens, Greece","institution_ids":["https://openalex.org/I4210094138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067368689","display_name":"Vassilios Krassanakis","orcid":"https://orcid.org/0000-0002-3030-4203"},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vassilios Krassanakis","raw_affiliation_strings":["Department of Surveying and Geoinformatics Engineering, University of West Attica, Egaleo Park Campus, Ag. Spyridonos Str., Egaleo, 12243 Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0002-3030-4203","affiliations":[{"raw_affiliation_string":"Department of Surveying and Geoinformatics Engineering, University of West Attica, Egaleo Park Campus, Ag. Spyridonos Str., Egaleo, 12243 Athens, Greece","institution_ids":["https://openalex.org/I4210094138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013184512","display_name":"Loukas-Moysis Misthos","orcid":"https://orcid.org/0000-0002-3244-2546"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]},{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Loukas-Moysis Misthos","raw_affiliation_strings":["Department of Public and One Health, University of Thessaly, 43100 Karditsa, Greece","Department of Surveying and Geoinformatics Engineering, University of West Attica, Egaleo Park Campus, Ag. Spyridonos Str., Egaleo, 12243 Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0002-3244-2546","affiliations":[{"raw_affiliation_string":"Department of Public and One Health, University of Thessaly, 43100 Karditsa, Greece","institution_ids":["https://openalex.org/I145722265"]},{"raw_affiliation_string":"Department of Surveying and Geoinformatics Engineering, University of West Attica, Egaleo Park Campus, Ag. Spyridonos Str., Egaleo, 12243 Athens, Greece","institution_ids":["https://openalex.org/I4210094138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018842434","display_name":"Christina Theodoridi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christina Theodoridi","raw_affiliation_strings":["Department of Surveying and Geoinformatics Engineering, University of West Attica, Egaleo Park Campus, Ag. Spyridonos Str., Egaleo, 12243 Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surveying and Geoinformatics Engineering, University of West Attica, Egaleo Park Campus, Ag. Spyridonos Str., Egaleo, 12243 Athens, Greece","institution_ids":["https://openalex.org/I4210094138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018482003"],"corresponding_institution_ids":["https://openalex.org/I4210094138"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":2.781,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90130585,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"13","issue":"3","first_page":"63","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12392","display_name":"Sharing Economy and Platforms","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12392","display_name":"Sharing Economy and Platforms","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11536","display_name":"Consumer Retail Behavior Studies","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9621000289916992,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.732257068157196},{"id":"https://openalex.org/keywords/renting","display_name":"Renting","score":0.6152413487434387},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5187056660652161},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4862188398838043},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.47462618350982666},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4137396812438965},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3739749789237976},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.232893705368042},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12799784541130066}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.732257068157196},{"id":"https://openalex.org/C85502023","wikidata":"https://www.wikidata.org/wiki/Q157171","display_name":"Renting","level":2,"score":0.6152413487434387},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5187056660652161},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4862188398838043},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.47462618350982666},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4137396812438965},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3739749789237976},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.232893705368042},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12799784541130066},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/ijgi13030063","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13030063","pdf_url":"https://www.mdpi.com/2220-9964/13/3/63/pdf?version=1708425928","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9e386577e2c64f85b39ab50ed62f11fc","is_oa":false,"landing_page_url":"https://doaj.org/article/9e386577e2c64f85b39ab50ed62f11fc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 13, Iss 3, p 63 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/ijgi13030063","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13030063","pdf_url":"https://www.mdpi.com/2220-9964/13/3/63/pdf?version=1708425928","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391964841.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1552921361","https://openalex.org/W2066149279","https://openalex.org/W2084029452","https://openalex.org/W2086455107","https://openalex.org/W2091921829","https://openalex.org/W2099465689","https://openalex.org/W2123866109","https://openalex.org/W2124784867","https://openalex.org/W2157278748","https://openalex.org/W2221016953","https://openalex.org/W2475323853","https://openalex.org/W2502759836","https://openalex.org/W2574989679","https://openalex.org/W2598089351","https://openalex.org/W2606648219","https://openalex.org/W2754746342","https://openalex.org/W2901708886","https://openalex.org/W2903213904","https://openalex.org/W2910949110","https://openalex.org/W2920856037","https://openalex.org/W2924838124","https://openalex.org/W2928831860","https://openalex.org/W2929023621","https://openalex.org/W2950112750","https://openalex.org/W2972476818","https://openalex.org/W2977098633","https://openalex.org/W2993837589","https://openalex.org/W3000355524","https://openalex.org/W3003215975","https://openalex.org/W3041188046","https://openalex.org/W3083594597","https://openalex.org/W3092896524","https://openalex.org/W3115061492","https://openalex.org/W3123937330","https://openalex.org/W3137637943","https://openalex.org/W3152806310","https://openalex.org/W3189209206","https://openalex.org/W4212787532","https://openalex.org/W4240410781","https://openalex.org/W4284887123","https://openalex.org/W6678375292","https://openalex.org/W6695502777","https://openalex.org/W6760922836","https://openalex.org/W6763954559","https://openalex.org/W6767476988","https://openalex.org/W6772742076"],"related_works":["https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W2312753042","https://openalex.org/W3186837933","https://openalex.org/W2368989808","https://openalex.org/W2034959125","https://openalex.org/W2355687852","https://openalex.org/W2621086889","https://openalex.org/W3174513558"],"abstract_inverted_index":{"Short-term":[0,27],"house":[1],"rentals":[2,28,54],"constitute":[3],"a":[4,156,174],"growing":[5],"component":[6],"of":[7,16,36,52,72,112,128,159,183,196],"tourist":[8],"accommodation":[9],"in":[10,24,33,55,59,173],"several":[11,88,133,166],"countries":[12],"and":[13,81,121,140,193],"the":[14,34,63,69,100,110,129,136,163,197],"determination":[15],"factors":[17,64,134],"affecting":[18],"rents":[19,184],"is":[20],"an":[21],"important":[22,67],"consideration":[23],"relevant":[25],"studies.":[26],"have":[29],"shown":[30],"increasing":[31],"trends":[32],"city":[35],"Athens,":[37],"Greece;":[38],"however,":[39],"this":[40,48],"activity":[41],"has":[42],"not":[43],"been":[44],"adequately":[45],"studied.":[46],"In":[47,86],"paper,":[49],"spatial":[50,70,181],"data":[51],"Airbnb":[53],"Athens":[56],"are":[57,66,84,91,96,115],"analyzed":[58],"order":[60],"to":[61,98,105,188],"indicate":[62,132],"which":[65],"for":[68],"variation":[71,182],"rents.":[73,178],"Factors":[74],"such":[75],"as":[76,143,145],"property":[77],"capacity,":[78],"host":[79,141],"attributes":[80,90],"review":[82],"characteristics":[83,195],"considered.":[85],"addition,":[87],"locational":[89,146],"examined.":[92],"Regression":[93],"analysis":[94,165],"techniques":[95],"used":[97],"predict":[99],"cost":[101],"per":[102],"night,":[103],"according":[104],"various":[106],"explanatory":[107],"factors,":[108],"while":[109],"results":[111,127,154],"two":[113],"models":[114],"presented:":[116],"ordinary":[117],"least":[118],"squares":[119],"(OLS)":[120],"geographically":[122],"weighted":[123],"regression":[124],"(GWR).":[125],"The":[126,148,179],"OLS":[130],"model":[131,150],"determining":[135],"rent,":[137],"including":[138],"capacity":[139],"characteristics,":[142,190],"well":[144],"attributes.":[147],"GWR":[149],"produces":[151],"more":[152],"accurate":[153],"with":[155],"smaller":[157],"number":[158],"independent":[160],"variables.":[161],"For":[162],"residuals":[164],"additional":[167],"amenities":[168],"were":[169],"examined":[170],"that":[171],"resulted":[172],"small":[175],"impact":[176],"on":[177],"unexplained":[180],"may":[185],"be":[186],"attributed":[187],"neighborhood":[189],"socioeconomic":[191],"conditions":[192],"special":[194],"rentals.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
