{"id":"https://openalex.org/W2999509451","doi":"https://doi.org/10.1007/s13198-020-00946-3","title":"Big data analytics predicting real estate prices","display_name":"Big data analytics predicting real estate prices","publication_year":2020,"publication_date":"2020-01-17","ids":{"openalex":"https://openalex.org/W2999509451","doi":"https://doi.org/10.1007/s13198-020-00946-3","mag":"2999509451"},"language":"en","primary_location":{"id":"doi:10.1007/s13198-020-00946-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-020-00946-3","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"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":"International Journal of System Assurance Engineering and Management","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/A5053510344","display_name":"Archana Singh","orcid":"https://orcid.org/0000-0001-5365-6351"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Archana Singh","raw_affiliation_strings":["Amity School of Engineering and Technology, Amity University, Noida, Uttar Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0001-5365-6351","affiliations":[{"raw_affiliation_string":"Amity School of Engineering and Technology, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101730120","display_name":"Apoorva Sharma","orcid":"https://orcid.org/0000-0003-0904-8847"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Apoorva Sharma","raw_affiliation_strings":["Amity School of Engineering and Technology, Amity University, Noida, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amity School of Engineering and Technology, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030113959","display_name":"Gaurav Dubey","orcid":"https://orcid.org/0009-0004-1688-6675"},"institutions":[{"id":"https://openalex.org/I166533956","display_name":"Institute of Management Technology","ror":"https://ror.org/05k0kb696","country_code":"IN","type":"education","lineage":["https://openalex.org/I166533956"]},{"id":"https://openalex.org/I4387154809","display_name":"ABES Engineering College","ror":"https://ror.org/04hp0cf98","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154809"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gaurav Dubey","raw_affiliation_strings":["ABES Engineering College, Ghaziabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ABES Engineering College, Ghaziabad, India","institution_ids":["https://openalex.org/I166533956","https://openalex.org/I4387154809"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053510344"],"corresponding_institution_ids":["https://openalex.org/I191972202"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":4.67,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.95649713,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"11","issue":"S2","first_page":"208","last_page":"219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.9900000095367432,"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":0.9900000095367432,"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/real-estate","display_name":"Real estate","score":0.8363125324249268},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8284611701965332},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.7828053832054138},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6437512636184692},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6025550365447998},{"id":"https://openalex.org/keywords/house-price","display_name":"House price","score":0.5845947265625},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5309725999832153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5045996904373169},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.48812851309776306},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4505307674407959},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43166279792785645},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4311142563819885},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.4256070852279663},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4224906861782074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32518500089645386},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.27316972613334656},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.2525732219219208}],"concepts":[{"id":"https://openalex.org/C82279013","wikidata":"https://www.wikidata.org/wiki/Q684740","display_name":"Real estate","level":2,"score":0.8363125324249268},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8284611701965332},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.7828053832054138},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6437512636184692},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6025550365447998},{"id":"https://openalex.org/C2992949716","wikidata":"https://www.wikidata.org/wiki/Q512599","display_name":"House price","level":2,"score":0.5845947265625},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5309725999832153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5045996904373169},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.48812851309776306},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4505307674407959},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43166279792785645},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4311142563819885},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.4256070852279663},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4224906861782074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32518500089645386},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.27316972613334656},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.2525732219219208},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s13198-020-00946-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-020-00946-3","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"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":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:ijsaem:v:11:y:2020:i:2:d:10.1007_s13198-020-00946-3","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s13198-020-00946-3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1555639273","https://openalex.org/W1612624539","https://openalex.org/W1881329684","https://openalex.org/W1978482477","https://openalex.org/W2044506996","https://openalex.org/W2051424696","https://openalex.org/W2084032127","https://openalex.org/W2086642587","https://openalex.org/W2088794999","https://openalex.org/W2118872355","https://openalex.org/W2129513103","https://openalex.org/W2400221649","https://openalex.org/W2584479569","https://openalex.org/W2869198707","https://openalex.org/W4230922870"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3137904399","https://openalex.org/W4310224730","https://openalex.org/W4310492845","https://openalex.org/W4386690025","https://openalex.org/W2885778889","https://openalex.org/W2766514146","https://openalex.org/W4289703016","https://openalex.org/W2885516856","https://openalex.org/W2073883415"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
