{"id":"https://openalex.org/W3170940890","doi":"https://doi.org/10.3906/elk-2005-202","title":"Determining and evaluating new store locations using remote sensing and machine learning","display_name":"Determining and evaluating new store locations using remote sensing and machine learning","publication_year":2021,"publication_date":"2021-01-20","ids":{"openalex":"https://openalex.org/W3170940890","doi":"https://doi.org/10.3906/elk-2005-202","mag":"3170940890"},"language":"en","primary_location":{"id":"doi:10.3906/elk-2005-202","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-2005-202","pdf_url":"https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=1101&context=elektrik","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Turkish Journal of Electrical Engineering and Computer Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=1101&context=elektrik","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079843876","display_name":"Berkan H\u00f6ke","orcid":"https://orcid.org/0000-0001-5682-500X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"BERKAN H\u00d6KE","raw_affiliation_strings":["Migros , \u0130stanbul , Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Migros , \u0130stanbul , Turkey","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069688709","display_name":"Zeynep Turgay","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092368","display_name":"Npistanbul Brain Hospital","ror":"https://ror.org/00hhtwx28","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210092368"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"ZEYNEP ZERR\u0130N TURGAY","raw_affiliation_strings":["Migros , stanbul , Turkey","Migros , \u0130stanbul , Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Migros , stanbul , Turkey","institution_ids":["https://openalex.org/I4210092368"]},{"raw_affiliation_string":"Migros , \u0130stanbul , Turkey","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076303551","display_name":"Cem \u00dcnsalan","orcid":"https://orcid.org/0000-0002-8904-3730"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"CEM \u00dcNSALAN","raw_affiliation_strings":["of and Engineering , of , University , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"of and Engineering , of , University , ,","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076054303","display_name":"Hande K\u00fc\u00e7\u00fckayd\u0131n","orcid":"https://orcid.org/0000-0003-2527-2064"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"HANDE K\u00dc\u00c7\u00dcKAYDIN","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079843876"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06563878,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"29","issue":"3","first_page":"1509","last_page":"1523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9223999977111816,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.740158200263977},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.6398131847381592},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.49458739161491394},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.48407116532325745},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4504207670688629},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4241175651550293},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4229677617549896},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.41264548897743225},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4027334153652191},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3916236162185669},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3272961378097534},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.325447678565979},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32101938128471375},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12385410070419312},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09642332792282104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.740158200263977},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.6398131847381592},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.49458739161491394},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.48407116532325745},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4504207670688629},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4241175651550293},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4229677617549896},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41264548897743225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4027334153652191},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3916236162185669},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3272961378097534},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.325447678565979},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32101938128471375},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12385410070419312},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09642332792282104},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3906/elk-2005-202","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-2005-202","pdf_url":"https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=1101&context=elektrik","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Turkish Journal of Electrical Engineering and Computer Sciences","raw_type":"journal-article"},{"id":"pmh:oai:gcris.mef.edu.tr:20.500.11779/1499","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11779/1499","pdf_url":null,"source":{"id":"https://openalex.org/S7407055184","display_name":"MEF University Institutional Repository","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:openaccess.marmara.edu.tr:11424/264008","is_oa":true,"landing_page_url":"https://hdl.handle.net/11424/264008","pdf_url":null,"source":{"id":"https://openalex.org/S7407055305","display_name":"Marmara University Open Access System","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3906/elk-2005-202","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-2005-202","pdf_url":"https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=1101&context=elektrik","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Turkish Journal of Electrical Engineering and Computer Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"},{"id":"https://openalex.org/F4320323792","display_name":"Bilkent \u00dcniversitesi","ror":"https://ror.org/02vh8a032"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3170940890.pdf","grobid_xml":"https://content.openalex.org/works/W3170940890.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W3464401","https://openalex.org/W639708223","https://openalex.org/W1487970575","https://openalex.org/W1519898219","https://openalex.org/W1591773685","https://openalex.org/W1613273921","https://openalex.org/W1676314349","https://openalex.org/W1688302353","https://openalex.org/W1908164922","https://openalex.org/W1966143015","https://openalex.org/W1986060983","https://openalex.org/W1992124390","https://openalex.org/W1995038480","https://openalex.org/W2008987734","https://openalex.org/W2033819227","https://openalex.org/W2034504820","https://openalex.org/W2037417663","https://openalex.org/W2039682706","https://openalex.org/W2043812260","https://openalex.org/W2066603230","https://openalex.org/W2068253439","https://openalex.org/W2080610036","https://openalex.org/W2151103935","https://openalex.org/W2163605009","https://openalex.org/W2165114467","https://openalex.org/W2166267588","https://openalex.org/W2183182206","https://openalex.org/W2228941577","https://openalex.org/W2597507805","https://openalex.org/W2599257313","https://openalex.org/W2609517418","https://openalex.org/W2619470474","https://openalex.org/W2794194220","https://openalex.org/W3111753423","https://openalex.org/W4235043727","https://openalex.org/W4239146293","https://openalex.org/W4240153047","https://openalex.org/W4245551996","https://openalex.org/W4247345911","https://openalex.org/W4248841288","https://openalex.org/W4256030822","https://openalex.org/W4299557745","https://openalex.org/W6684431490","https://openalex.org/W6701575323"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W1976205134","https://openalex.org/W2381570729","https://openalex.org/W4248336175","https://openalex.org/W3009369890","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W2772061786","https://openalex.org/W4379260874"],"abstract_inverted_index":{"Decision":[0],"making":[1],"for":[2,7,20,79,83,103,114,173],"store":[3,22,57,109,136,176],"locations":[4],"is":[5,24,28,58],"crucial":[6],"retail":[8],"companies":[9],"as":[10,74,76,148,150],"the":[11,15,34,39,42,52,94,107,116,127,130],"profit":[12,25],"depends":[13],"on":[14,31,119],"location.":[16],"The":[17],"key":[18],"point":[19],"correct":[21],"location":[23],"approximation,":[26],"which":[27,134,168],"highly":[29],"dependent":[30],"population":[32],"of":[33,41,90,96,153],"corresponding":[35,91],"region,":[36],"and":[37,99,164],"hence,":[38],"volume":[40,84],"residential":[43],"area.":[44],"Thus,":[45],"estimating":[46,115],"building":[47,121],"volumes":[48],"provides":[49,70],"insight":[50],"about":[51,59],"revenue":[53,117],"if":[54],"a":[55,170],"new":[56,175],"to":[60,125],"be":[61,139,146],"opened":[62],"there.":[63],"Remote":[64],"sensing":[65],"through":[66],"stereo/tri-stereo":[67],"satellite":[68],"images":[69],"wide":[71],"area":[72],"coverage":[73],"well":[75],"adequate":[77],"resolution":[78],"three":[80],"dimensional":[81],"reconstruction":[82],"estimation.":[85],"We":[86],"reconstruct":[87],"3D":[88],"map":[89],"region":[92],"with":[93],"help":[95],"semiglobal":[97],"matching":[98],"mask":[100],"R-CNN":[101],"algorithms":[102],"this":[104],"purpose.":[105],"Using":[106],"existing":[108],"data,":[110],"we":[111,158],"construct":[112],"models":[113],"based":[118],"surrounding":[120],"volumes.":[122],"In":[123],"order":[124],"choose":[126],"right":[128],"location,":[129],"suitable":[131],"utility":[132],"model,":[133],"calculates":[135],"revenues,":[137],"should":[138,145],"rigorously":[140],"determined.":[141],"Moreover,":[142],"model":[143],"parameters":[144],"assessed":[147],"correctly":[149],"possible.":[151],"Instead":[152],"using":[154],"randomly":[155],"generated":[156],"parameters,":[157],"employ":[159],"remote":[160],"sensing,":[161],"computer":[162],"vision,":[163],"machine":[165],"learning":[166],"techniques,":[167],"provide":[169],"novel":[171],"way":[172],"evaluating":[174],"locations.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-04T06:14:18.571774","created_date":"2025-10-10T00:00:00"}
