{"id":"https://openalex.org/W2741518790","doi":"https://doi.org/10.1145/3077136.3080712","title":"Mining Business Opportunities from Location-based Social Networks","display_name":"Mining Business Opportunities from Location-based Social Networks","publication_year":2017,"publication_date":"2017-07-28","ids":{"openalex":"https://openalex.org/W2741518790","doi":"https://doi.org/10.1145/3077136.3080712","mag":"2741518790"},"language":"en","primary_location":{"id":"doi:10.1145/3077136.3080712","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3077136.3080712","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-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/A5102017036","display_name":"Shenglin Zhao","orcid":"https://orcid.org/0000-0003-1067-4861"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shenglin Zhao","raw_affiliation_strings":["Chinese University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042251906","display_name":"Irwin King","orcid":"https://orcid.org/0000-0001-8106-6447"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Irwin King","raw_affiliation_strings":["Chinese University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069596903","display_name":"Michael R. Lyu","orcid":"https://orcid.org/0000-0002-3666-5798"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Michael R. Lyu","raw_affiliation_strings":["Chinese University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114348261","display_name":"Jia Zeng","orcid":"https://orcid.org/0009-0001-7587-877X"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Zeng","raw_affiliation_strings":["Huawei Noah's Ark Lab, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Hong Kong","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078949174","display_name":"Mingxuan Yuan","orcid":"https://orcid.org/0000-0002-2236-8784"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxuan Yuan","raw_affiliation_strings":["Huawei Noah's Ark Lab, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Hong Kong","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102017036"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":4.417,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.93323676,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1037","last_page":"1040"},"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":0.9994000196456909,"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":0.9994000196456909,"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/T11106","display_name":"Data Management and Algorithms","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer 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":0.5116760730743408},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39513736963272095},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.33034294843673706}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5116760730743408},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39513736963272095},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.33034294843673706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3077136.3080712","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3077136.3080712","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.8399999737739563,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G6103108099","display_name":null,"funder_award_id":"CUHK 14203314,14205214","funder_id":"https://openalex.org/F4320322942","funder_display_name":"Chinese University of Hong Kong"}],"funders":[{"id":"https://openalex.org/F4320322942","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W66616136","https://openalex.org/W1990570762","https://openalex.org/W2001344462","https://openalex.org/W2018844752","https://openalex.org/W2044672016","https://openalex.org/W2101409192","https://openalex.org/W2102765684","https://openalex.org/W2140310134","https://openalex.org/W2153579005","https://openalex.org/W2249634257","https://openalex.org/W2462181211","https://openalex.org/W2567312369","https://openalex.org/W2964057288","https://openalex.org/W3098300164","https://openalex.org/W3104097132","https://openalex.org/W3105669253","https://openalex.org/W4289866267"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Urbanization's":[0],"rapid":[1],"progress":[2,14],"has":[3],"modernized":[4],"a":[5,21,87,119,128,133,138,166,178],"large":[6],"number":[7],"of":[8,20,23,57,127,153],"human":[9],"beings'":[10],"lives.":[11],"This":[12],"urbanization":[13],"is":[15,44,62],"accompanied":[16],"by":[17],"the":[18,32,40,47,76,94,103,107,125,157,171,197,202],"increase":[19],"variety":[22],"shops":[24,114],"(e.g.,":[25],"restaurants":[26],"and":[27,74,131,188,200],"fitness":[28],"centers)":[29],"to":[30,49,65,101,110,136,149,174],"meet":[31],"increasing":[33],"citizens,":[34],"which":[35,60,81,155],"means":[36],"business":[37,58,77,84,89,104,108,129,161],"opportunities":[38,52],"for":[39,46,177],"investors.":[41],"Nevertheless,":[42],"it":[43],"difficult":[45],"investors":[48],"catch":[50],"such":[51],"because":[53],"opening":[54],"what":[55],"kind":[56],"at":[59,86,118],"place":[61],"not":[63],"easy":[64],"decide.":[66],"In":[67],"this":[68,72],"paper,":[69],"we":[70,92,123,144,164,182],"take":[71],"challenge":[73],"define":[75,124],"opportunity":[78],"mining":[79],"problem,":[80],"recommends":[82],"new":[83,112],"categories":[85,117,176],"partitioned":[88],"district.":[90,180],"Specifically,":[91],"exploit":[93],"data":[95],"from":[96],"location-based":[97],"social":[98],"networks":[99],"(LBSNs)":[100],"mine":[102],"opportunities,":[105],"guiding":[106],"owners":[109],"open":[111],"commercial":[113],"in":[115],"certain":[116],"particular":[120],"area.":[121],"First,":[122],"properties":[126],"district":[130],"propose":[132,145,165],"greedy":[134],"algorithm":[135],"partition":[137],"city":[139],"into":[140],"different":[141],"districts.":[142],"Next,":[143],"an":[146],"embedding":[147],"model":[148,168],"learn":[150],"latent":[151],"representations":[152],"categories,":[154],"captures":[156],"functional":[158],"correlations":[159],"among":[160],"categories.":[162],"Furthermore,":[163],"ranking":[167],"based":[169],"on":[170,185],"pairwise":[172],"loss":[173],"recommend":[175],"specific":[179],"Finally,":[181],"conduct":[183],"experiments":[184],"Yelp":[186],"data,":[187],"experimental":[189],"results":[190],"show":[191],"that":[192],"our":[193],"proposed":[194],"method":[195],"outperforms":[196],"baseline":[198],"methods":[199],"resolves":[201],"problem":[203],"well.":[204]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
