{"id":"https://openalex.org/W2889756309","doi":"https://doi.org/10.1145/3264910","title":"The Role of Urban Mobility in Retail Business Survival","display_name":"The Role of Urban Mobility in Retail Business Survival","publication_year":2018,"publication_date":"2018-09-18","ids":{"openalex":"https://openalex.org/W2889756309","doi":"https://doi.org/10.1145/3264910","mag":"2889756309"},"language":"en","primary_location":{"id":"doi:10.1145/3264910","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3264910","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.repository.cam.ac.uk/handle/1810/290133","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081773903","display_name":"Krittika D\u2019Silva","orcid":"https://orcid.org/0000-0002-1411-8523"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Krittika D'Silva","raw_affiliation_strings":["University of Cambridge"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032334667","display_name":"Kasthuri Jayarajah","orcid":"https://orcid.org/0009-0001-0408-0752"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kasthuri Jayarajah","raw_affiliation_strings":["Singapore Management University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Management University","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004791270","display_name":"Anastasios Noulas","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anastasios Noulas","raw_affiliation_strings":["New York University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New York University","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010623957","display_name":"Cecilia Mascolo","orcid":"https://orcid.org/0000-0001-9614-4380"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cecilia Mascolo","raw_affiliation_strings":["University of Cambridge and The Alan Turing Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge and The Alan Turing Institute","institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210128584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054849647","display_name":"Archan Misra","orcid":"https://orcid.org/0000-0003-1212-1769"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Archan Misra","raw_affiliation_strings":["Singapore Management University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Management University","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.2971,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.95312009,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2","issue":"3","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11536","display_name":"Consumer Retail Behavior Studies","score":0.9958999752998352,"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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.98089998960495,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/odds","display_name":"Odds","score":0.6205809712409973},{"id":"https://openalex.org/keywords/neighbourhood","display_name":"Neighbourhood (mathematics)","score":0.5783697962760925},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.4396131932735443},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.43808382749557495},{"id":"https://openalex.org/keywords/occupancy","display_name":"Occupancy","score":0.4371914863586426},{"id":"https://openalex.org/keywords/vitality","display_name":"Vitality","score":0.43202173709869385},{"id":"https://openalex.org/keywords/globe","display_name":"Globe","score":0.42772725224494934},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.34744781255722046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.315055251121521},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10794085264205933},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0868794322013855}],"concepts":[{"id":"https://openalex.org/C143095724","wikidata":"https://www.wikidata.org/wiki/Q515895","display_name":"Odds","level":3,"score":0.6205809712409973},{"id":"https://openalex.org/C161677786","wikidata":"https://www.wikidata.org/wiki/Q2478475","display_name":"Neighbourhood (mathematics)","level":2,"score":0.5783697962760925},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.4396131932735443},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.43808382749557495},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.4371914863586426},{"id":"https://openalex.org/C2779829227","wikidata":"https://www.wikidata.org/wiki/Q7936872","display_name":"Vitality","level":2,"score":0.43202173709869385},{"id":"https://openalex.org/C2775899829","wikidata":"https://www.wikidata.org/wiki/Q3109007","display_name":"Globe","level":2,"score":0.42772725224494934},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.34744781255722046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.315055251121521},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10794085264205933},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0868794322013855},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1145/3264910","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3264910","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/290133","is_oa":true,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/290133","pdf_url":"https://www.repository.cam.ac.uk/handle/1810/290133","source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"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":"Conference Object"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-5255","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=5255&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/3264910","raw_type":"Journal Article"},{"id":"pmh:oai:generic.eprints.org:1020373","is_oa":false,"landing_page_url":"http://publications.eng.cam.ac.uk/1020373/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922847","display_name":"Cambridge University Engineering Department Publications Database","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":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:generic.eprints.org:1164089","is_oa":false,"landing_page_url":"http://publications.eng.cam.ac.uk/1164089/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922847","display_name":"Cambridge University Engineering Department Publications Database","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":"","raw_type":"Article"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/300807","is_oa":false,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/300807","pdf_url":null,"source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"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"},{"id":"doi:10.17863/cam.37360","is_oa":true,"landing_page_url":"https://doi.org/10.17863/cam.37360","pdf_url":null,"source":{"id":"https://openalex.org/S7407050737","display_name":"Apollo","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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Other"},{"id":"doi:10.17863/cam.47881","is_oa":true,"landing_page_url":"https://doi.org/10.17863/cam.47881","pdf_url":null,"source":{"id":"https://openalex.org/S7407050737","display_name":"Apollo","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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"pmh:oai:www.repository.cam.ac.uk:1810/290133","is_oa":true,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/290133","pdf_url":"https://www.repository.cam.ac.uk/handle/1810/290133","source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"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":"Conference Object"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.550000011920929}],"awards":[{"id":"https://openalex.org/G1633672591","display_name":null,"funder_award_id":"N510129","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3232943499","display_name":null,"funder_award_id":"Grant Number EP/N510129/1","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G3855435662","display_name":null,"funder_award_id":"N510129","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G4072067573","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G444630160","display_name":null,"funder_award_id":"EP/N510129/","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4500485203","display_name":"The Alan Turing Institute","funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4842729800","display_name":null,"funder_award_id":"EPSRC Grant Number EP/N510129/1)","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"}],"funders":[{"id":"https://openalex.org/F4320306151","display_name":"Alfred P. Sloan Foundation","ror":"https://ror.org/052csg198"},{"id":"https://openalex.org/F4320306202","display_name":"Gordon and Betty Moore Foundation","ror":"https://ror.org/006wxqw41"},{"id":"https://openalex.org/F4320313467","display_name":"Alan Turing Institute","ror":"https://ror.org/035dkdb55"},{"id":"https://openalex.org/F4320319918","display_name":"York University","ror":"https://ror.org/05fq50484"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320696","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321848","display_name":"Cambridge Trust","ror":"https://ror.org/05sprqy15"},{"id":"https://openalex.org/F4320323264","display_name":"Gates Cambridge Trust","ror":"https://ror.org/033sn5p83"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2889756309.pdf","grobid_xml":"https://content.openalex.org/works/W2889756309.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W317957491","https://openalex.org/W1480376833","https://openalex.org/W1686810756","https://openalex.org/W1972676371","https://openalex.org/W1979300931","https://openalex.org/W1988271616","https://openalex.org/W2001344462","https://openalex.org/W2016053056","https://openalex.org/W2028523027","https://openalex.org/W2039852399","https://openalex.org/W2058853499","https://openalex.org/W2078369635","https://openalex.org/W2095702309","https://openalex.org/W2101234009","https://openalex.org/W2120135958","https://openalex.org/W2140964565","https://openalex.org/W2152978689","https://openalex.org/W2156665896","https://openalex.org/W2208299404","https://openalex.org/W2338697662","https://openalex.org/W2479719532","https://openalex.org/W2604592713","https://openalex.org/W2769265955","https://openalex.org/W2778085220","https://openalex.org/W2963673131","https://openalex.org/W3098300164","https://openalex.org/W3102932359","https://openalex.org/W3105669253","https://openalex.org/W4289866267","https://openalex.org/W4293241248"],"related_works":["https://openalex.org/W3044891265","https://openalex.org/W2000549183","https://openalex.org/W2093460856","https://openalex.org/W3036176293","https://openalex.org/W2752271443","https://openalex.org/W2905852812","https://openalex.org/W3036105237","https://openalex.org/W3147923125","https://openalex.org/W298804252","https://openalex.org/W3162391602"],"abstract_inverted_index":{"Economic":[0],"and":[1,39,44,98,120,144,161,164],"urban":[2,28],"planning":[3],"agencies":[4],"have":[5],"strong":[6],"interest":[7],"in":[8,190],"tackling":[9],"the":[10,15,52,68,73,111,115,121,147,153,183,191],"hard":[11],"problem":[12],"of":[13,17,19,54,75,96,106,155,194],"predicting":[14],"odds":[16],"survival":[18,74,136],"individual":[20],"retail":[21,56,78],"businesses.":[22],"In":[23],"this":[24],"work,":[25],"we":[26,102],"tap":[27],"mobility":[29,100,123,187],"data":[30],"available":[31],"both":[32],"from":[33,40],"a":[34,59,77,104,170,195],"location-based":[35],"intelligence":[36],"platform,":[37],"Foursquare,":[38],"public":[41],"transportation":[42],"agencies,":[43],"investigate":[45],"whether":[46],"mobility-derived":[47],"features":[48,132,157],"can":[49,133],"help":[50],"foretell":[51],"failure":[53],"such":[55,76,131,135,156],"businesses,":[57],"over":[58,173],"6":[60],"month":[61],"horizon,":[62],"across":[63,146,159,165],"10":[64],"distinct":[65],"cities":[66],"spanning":[67],"globe.":[69],"We":[70,125,149],"hypothesise":[71],"that":[72,127,152,186],"outlet":[79],"is":[80],"correlated":[81],"with":[82,137],"not":[83],"only":[84],"venue-specific":[85,116],"characteristics":[86],"but":[87],"also":[88,150],"broader":[89],"neighbourhood-level":[90],"effects.":[91],"Through":[92],"careful":[93],"statistical":[94],"analysis":[95],"Foursquare":[97],"taxi":[99],"data,":[101],"uncover":[103],"set":[105],"discriminative":[107],"features,":[108],"belonging":[109],"to":[110],"neighbourhood's":[112,122],"static":[113],"characteristics,":[114],"customer":[117],"visit":[118],"dynamics,":[119],"dynamics.":[124],"demonstrate":[126],"classifiers":[128],"trained":[129],"on":[130,176],"predict":[134],"high":[138],"accuracy,":[139],"achieving":[140,169],"approximately":[141],"80%":[142],"precision":[143],"recall":[145],"cities.":[148,167],"show":[151],"impact":[154],"varies":[158],"new":[160],"established":[162],"venues":[163],"different":[166],"Besides":[168],"significant":[171],"improvement":[172],"past":[174],"work":[175,181],"business":[177],"vitality":[178],"prediction,":[179],"our":[180],"demonstrates":[182],"vital":[184],"role":[185],"dynamics":[188],"plays":[189],"economic":[192],"evolution":[193],"city.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}