{"id":"https://openalex.org/W2752691201","doi":"https://doi.org/10.1109/tsc.2017.2747538","title":"Location Recommendation for Enterprises by Multi-Source Urban Big Data Analysis","display_name":"Location Recommendation for Enterprises by Multi-Source Urban Big Data Analysis","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2752691201","doi":"https://doi.org/10.1109/tsc.2017.2747538","mag":"2752691201"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2017.2747538","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2017.2747538","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services 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/A5079805574","display_name":"Guoshuai Zhao","orcid":"https://orcid.org/0000-0003-4392-8450"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoshuai Zhao","raw_affiliation_strings":["School of Software Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006190713","display_name":"Tianlei Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianlei Liu","raw_affiliation_strings":["School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014825654","display_name":"Xueming Qian","orcid":"https://orcid.org/0000-0002-3173-6307"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueming Qian","raw_affiliation_strings":["Key Laboratory for Intelligent Networks and Network Security, Ministry of Education, Xi'an, China","Research Institute of Xi'an Jiaotong University, Shunde, Guangdong, China","SMILES Laboratory, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory for Intelligent Networks and Network Security, Ministry of Education, Xi'an, China","institution_ids":[]},{"raw_affiliation_string":"Research Institute of Xi'an Jiaotong University, Shunde, Guangdong, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"SMILES Laboratory, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101489190","display_name":"Tao Hou","orcid":"https://orcid.org/0000-0002-3389-6136"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tao Hou","raw_affiliation_strings":["Shaanxi Provincial Lightning Protection Center, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Shaanxi Provincial Lightning Protection Center, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116592766","display_name":"Huan Wang","orcid":"https://orcid.org/0000-0002-7905-7135"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Wang","raw_affiliation_strings":["School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060243128","display_name":"Xingsong Hou","orcid":"https://orcid.org/0000-0002-6082-0815"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingsong Hou","raw_affiliation_strings":["School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081827896","display_name":"Zhetao Li","orcid":"https://orcid.org/0000-0002-7804-0286"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhetao Li","raw_affiliation_strings":["College of Information Engineering, Xiangtan University, Hunan, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Xiangtan University, Hunan, China","institution_ids":["https://openalex.org/I4610292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5079805574"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":4.9079,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.94001108,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"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":0.9986000061035156,"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":0.9986000061035156,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9915000200271606,"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/computer-science","display_name":"Computer science","score":0.8325892090797424},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6267377138137817},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5774748921394348},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5359765887260437},{"id":"https://openalex.org/keywords/site-selection","display_name":"Site selection","score":0.4991028308868408},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4657505452632904},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.43593505024909973},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.42069512605667114},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39490264654159546},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3400576710700989},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3246287703514099},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1886911690235138},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16563856601715088}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8325892090797424},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6267377138137817},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5774748921394348},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5359765887260437},{"id":"https://openalex.org/C2780561860","wikidata":"https://www.wikidata.org/wiki/Q7531796","display_name":"Site selection","level":2,"score":0.4991028308868408},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4657505452632904},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.43593505024909973},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.42069512605667114},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39490264654159546},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3400576710700989},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3246287703514099},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1886911690235138},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16563856601715088},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2017.2747538","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2017.2747538","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":96,"referenced_works":["https://openalex.org/W71613673","https://openalex.org/W177101540","https://openalex.org/W1128809682","https://openalex.org/W1487792166","https://openalex.org/W1501049730","https://openalex.org/W1526345322","https://openalex.org/W1626398438","https://openalex.org/W1664061557","https://openalex.org/W1897808256","https://openalex.org/W1967868690","https://openalex.org/W1969396734","https://openalex.org/W1969566388","https://openalex.org/W1969865391","https://openalex.org/W1971402834","https://openalex.org/W1972436494","https://openalex.org/W1974540239","https://openalex.org/W1976062966","https://openalex.org/W1977270874","https://openalex.org/W1981520019","https://openalex.org/W1986050033","https://openalex.org/W1986149296","https://openalex.org/W1988567013","https://openalex.org/W1995103535","https://openalex.org/W1997884953","https://openalex.org/W2003831290","https://openalex.org/W2004585457","https://openalex.org/W2024911540","https://openalex.org/W2029549784","https://openalex.org/W2031988984","https://openalex.org/W2032576386","https://openalex.org/W2038228855","https://openalex.org/W2042281163","https://openalex.org/W2049070055","https://openalex.org/W2053167769","https://openalex.org/W2054610764","https://openalex.org/W2064779374","https://openalex.org/W2070075246","https://openalex.org/W2073021764","https://openalex.org/W2075816638","https://openalex.org/W2082260230","https://openalex.org/W2086142729","https://openalex.org/W2090423500","https://openalex.org/W2092669401","https://openalex.org/W2093063389","https://openalex.org/W2099970131","https://openalex.org/W2112738128","https://openalex.org/W2117515178","https://openalex.org/W2131824593","https://openalex.org/W2137245235","https://openalex.org/W2139809240","https://openalex.org/W2140251882","https://openalex.org/W2141377631","https://openalex.org/W2141596757","https://openalex.org/W2142144955","https://openalex.org/W2153458569","https://openalex.org/W2155106456","https://openalex.org/W2157539394","https://openalex.org/W2162983389","https://openalex.org/W2166611481","https://openalex.org/W2166614154","https://openalex.org/W2169607271","https://openalex.org/W2170705499","https://openalex.org/W2176245652","https://openalex.org/W2189936406","https://openalex.org/W2277528685","https://openalex.org/W2294002049","https://openalex.org/W2318574661","https://openalex.org/W2319598986","https://openalex.org/W2323427203","https://openalex.org/W2328871504","https://openalex.org/W2342771283","https://openalex.org/W2408538552","https://openalex.org/W2408821365","https://openalex.org/W2510645328","https://openalex.org/W2511357636","https://openalex.org/W2559917342","https://openalex.org/W2572174863","https://openalex.org/W2574240456","https://openalex.org/W2604382957","https://openalex.org/W2619033491","https://openalex.org/W2735846123","https://openalex.org/W2903158431","https://openalex.org/W3003506411","https://openalex.org/W3105669253","https://openalex.org/W4234163981","https://openalex.org/W4289866267","https://openalex.org/W6602881032","https://openalex.org/W6636500457","https://openalex.org/W6637029157","https://openalex.org/W6679608865","https://openalex.org/W6684872204","https://openalex.org/W6687290802","https://openalex.org/W6713960209","https://openalex.org/W6735612234","https://openalex.org/W6756615331","https://openalex.org/W7070499600"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W4246980185","https://openalex.org/W3090563135","https://openalex.org/W2150182025","https://openalex.org/W2497432351","https://openalex.org/W4206777497"],"abstract_inverted_index":{"Effective":[0],"location":[1],"recommendation":[2,18,136],"is":[3,139],"an":[4,124],"important":[5],"problem":[6,43],"in":[7,77],"both":[8],"research":[9,13],"and":[10,32,88,109,135,157],"industry.":[11],"Much":[12],"has":[14],"focused":[15],"on":[16,68],"personalized":[17],"for":[19,30,128,142],"users.":[20],"However,":[21],"there":[22],"are":[23,52],"more":[24,106,111,146],"uses":[25],"such":[26],"as":[27],"site":[28,41,71],"selection":[29,42,72],"firms":[31],"factories.":[33],"In":[34],"this":[35,78],"study,":[36],"we":[37],"try":[38],"to":[39,144],"solve":[40],"by":[44],"recommending":[45,100],"some":[46,154],"locations":[47,102],"satisfying":[48],"special":[49],"requirements.":[50],"There":[51],"many":[53],"factors":[54,83,148],"affecting":[55],"it,":[56],"including":[57,132],"functions":[58,85],"of":[59,73,84,86,118,167,177],"architecture,":[60],"building":[61,89,119],"cost,":[62],"pollution":[63],"discharge":[64],"etc.":[65],"We":[66,96,122,152],"focus":[67],"the":[69,82,101,116,129,159,163,174],"specific":[70],"meteorological":[74,165],"observation":[75],"stations":[76],"paper":[79],"with":[80],"leveraging":[81],"architecture":[87],"cost":[90,117],"from":[91],"multi-source":[92],"urban":[93],"big":[94],"data.":[95],"consider":[97],"not":[98],"only":[99],"that":[103],"can":[104],"provide":[105],"accurate":[107],"prediction":[108,133],"cover":[110],"areas,":[112],"but":[113],"also":[114],"minimizing":[115],"new":[120],"stations.":[121],"design":[123],"extensible":[125],"two-stage":[126],"framework":[127],"station":[130],"placing":[131],"model":[134],"model.":[137],"It":[138],"very":[140],"convenient":[141],"executives":[143],"add":[145],"real-life":[147],"into":[149],"our":[150,178],"approach.":[151],"have":[153],"empirical":[155],"findings":[156],"evaluate":[158],"proposed":[160],"approach":[161,179],"using":[162],"real":[164],"data":[166],"Shaanxi":[168],"province,":[169],"China.":[170],"Experiment":[171],"results":[172],"show":[173],"better":[175],"performance":[176],"than":[180],"existing":[181],"commonly":[182],"used":[183],"methods.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
