{"id":"https://openalex.org/W4307911839","doi":"https://doi.org/10.1007/s00500-022-07579-7","title":"Using machine learning algorithms for predicting real estate values in tourism centers","display_name":"Using machine learning algorithms for predicting real estate values in tourism centers","publication_year":2022,"publication_date":"2022-10-31","ids":{"openalex":"https://openalex.org/W4307911839","doi":"https://doi.org/10.1007/s00500-022-07579-7"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-022-07579-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-022-07579-7","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","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/A5043671882","display_name":"Tansu ALKAN","orcid":"https://orcid.org/0000-0001-8293-2765"},"institutions":[{"id":"https://openalex.org/I4210107659","display_name":"Necmettin Erbakan University","ror":"https://ror.org/013s3zh21","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210107659"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Tansu Alkan","raw_affiliation_strings":["Geomatics Engineering, Engineering Faculty, Necmettin Erbakan University, Konya, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-8293-2765","affiliations":[{"raw_affiliation_string":"Geomatics Engineering, Engineering Faculty, Necmettin Erbakan University, Konya, Turkey","institution_ids":["https://openalex.org/I4210107659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068756320","display_name":"Ye\u015fim DOKUZ","orcid":"https://orcid.org/0000-0001-7202-2899"},"institutions":[{"id":"https://openalex.org/I198265615","display_name":"Ni\u011fde \u00d6mer Halisdemir \u00dcniversitesi","ror":"https://ror.org/03ejnre35","country_code":"TR","type":"education","lineage":["https://openalex.org/I198265615"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ye\u015fim Dokuz","raw_affiliation_strings":["Computer Engineering, Engineering Faculty, Ni\u011fde \u00d6mer Halisdemir University, Ni\u011fde, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-7202-2899","affiliations":[{"raw_affiliation_string":"Computer Engineering, Engineering Faculty, Ni\u011fde \u00d6mer Halisdemir University, Ni\u011fde, Turkey","institution_ids":["https://openalex.org/I198265615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016659504","display_name":"Alper Ecemi\u015f","orcid":null},"institutions":[{"id":"https://openalex.org/I198265615","display_name":"Ni\u011fde \u00d6mer Halisdemir \u00dcniversitesi","ror":"https://ror.org/03ejnre35","country_code":"TR","type":"education","lineage":["https://openalex.org/I198265615"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Alper Ecemi\u015f","raw_affiliation_strings":["Computer Engineering, Engineering Faculty, Ni\u011fde \u00d6mer Halisdemir University, Ni\u011fde, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-5455-0006","affiliations":[{"raw_affiliation_string":"Computer Engineering, Engineering Faculty, Ni\u011fde \u00d6mer Halisdemir University, Ni\u011fde, Turkey","institution_ids":["https://openalex.org/I198265615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034407382","display_name":"Asl\u0131 Bozda\u011f","orcid":"https://orcid.org/0000-0003-2178-6527"},"institutions":[{"id":"https://openalex.org/I198265615","display_name":"Ni\u011fde \u00d6mer Halisdemir \u00dcniversitesi","ror":"https://ror.org/03ejnre35","country_code":"TR","type":"education","lineage":["https://openalex.org/I198265615"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Asl\u0131 Bozda\u011f","raw_affiliation_strings":["Geomatics Engineering, Engineering Faculty, Ni\u011fde \u00d6mer Halisdemir University, Ni\u011fde, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-2178-6527","affiliations":[{"raw_affiliation_string":"Geomatics Engineering, Engineering Faculty, Ni\u011fde \u00d6mer Halisdemir University, Ni\u011fde, Turkey","institution_ids":["https://openalex.org/I198265615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069265335","display_name":"S\u00fcleyman Sava\u015f DURDURAN","orcid":"https://orcid.org/0000-0003-0509-4037"},"institutions":[{"id":"https://openalex.org/I4210107659","display_name":"Necmettin Erbakan University","ror":"https://ror.org/013s3zh21","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210107659"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"S. Sava\u015f Durduran","raw_affiliation_strings":["Geomatics Engineering, Engineering Faculty, Necmettin Erbakan University, Konya, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-0509-4037","affiliations":[{"raw_affiliation_string":"Geomatics Engineering, Engineering Faculty, Necmettin Erbakan University, Konya, Turkey","institution_ids":["https://openalex.org/I4210107659"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043671882"],"corresponding_institution_ids":["https://openalex.org/I4210107659"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":9.5982,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.97762403,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"27","issue":"5","first_page":"2601","last_page":"2613"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.9980999827384949,"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":0.9980999827384949,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.91839998960495,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9178000092506409,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/real-estate","display_name":"Real estate","score":0.8348864912986755},{"id":"https://openalex.org/keywords/valuation","display_name":"Valuation (finance)","score":0.7848432064056396},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7561197280883789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6616970300674438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6588056087493896},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6190901398658752},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5791863203048706},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.5119761228561401},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3736644387245178},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.21265390515327454},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12763741612434387},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07590463757514954}],"concepts":[{"id":"https://openalex.org/C82279013","wikidata":"https://www.wikidata.org/wiki/Q684740","display_name":"Real estate","level":2,"score":0.8348864912986755},{"id":"https://openalex.org/C186027771","wikidata":"https://www.wikidata.org/wiki/Q4008379","display_name":"Valuation (finance)","level":2,"score":0.7848432064056396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7561197280883789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6616970300674438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6588056087493896},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6190901398658752},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5791863203048706},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.5119761228561401},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3736644387245178},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.21265390515327454},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12763741612434387},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07590463757514954},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-022-07579-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-022-07579-7","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1979249583","https://openalex.org/W1982394209","https://openalex.org/W2047884674","https://openalex.org/W2087347434","https://openalex.org/W2122111042","https://openalex.org/W2251575556","https://openalex.org/W2786598843","https://openalex.org/W2792830892","https://openalex.org/W2811505568","https://openalex.org/W2911964244","https://openalex.org/W2917240362","https://openalex.org/W2945729626","https://openalex.org/W2950724674","https://openalex.org/W2964052759","https://openalex.org/W2966510182","https://openalex.org/W3003296739","https://openalex.org/W3005178074","https://openalex.org/W3080996596","https://openalex.org/W3190151338","https://openalex.org/W4206481447","https://openalex.org/W4206934364","https://openalex.org/W4213263782"],"related_works":["https://openalex.org/W2391061603","https://openalex.org/W2386798499","https://openalex.org/W2422640710","https://openalex.org/W4388017739","https://openalex.org/W2090763504","https://openalex.org/W2352379149","https://openalex.org/W3216130691","https://openalex.org/W2369032308","https://openalex.org/W2746043536","https://openalex.org/W610585721"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}