{"id":"https://openalex.org/W2977773355","doi":"https://doi.org/10.1109/ijcnn.2019.8852045","title":"PROMISE: A Taxi Recommender System Based on Inter-regional Passenger Mobility","display_name":"PROMISE: A Taxi Recommender System Based on Inter-regional Passenger Mobility","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2977773355","doi":"https://doi.org/10.1109/ijcnn.2019.8852045","mag":"2977773355"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2019.8852045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8852045","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","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/A5100618624","display_name":"Xiaojun Li","orcid":"https://orcid.org/0000-0001-8638-636X"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaojun Li","raw_affiliation_strings":["School of Rail Transportation, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074794049","display_name":"Yue Sun","orcid":"https://orcid.org/0000-0002-7954-8479"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-E Sun","raw_affiliation_strings":["School of Rail Transportation, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072638859","display_name":"Qian Liu","orcid":"https://orcid.org/0000-0003-0987-4778"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Liu","raw_affiliation_strings":["School of Rail Transportation, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039349787","display_name":"Zhiwei Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Shen","raw_affiliation_strings":["School of Rail Transportation, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059975780","display_name":"Benjian Song","orcid":"https://orcid.org/0009-0008-5072-5073"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Benjian Song","raw_affiliation_strings":["School of Rail Transportation, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071781461","display_name":"Yang Du","orcid":"https://orcid.org/0000-0003-3012-0778"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Du","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101998852","display_name":"He Huang","orcid":"https://orcid.org/0000-0003-2768-6607"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Huang","raw_affiliation_strings":["School of Computer Science and Technology, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100618624"],"corresponding_institution_ids":["https://openalex.org/I3923682"],"apc_list":null,"apc_paid":null,"fwci":0.6305,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72694035,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.996999979019165,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7394012212753296},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6651673913002014},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.6396713852882385},{"id":"https://openalex.org/keywords/profit-maximization","display_name":"Profit maximization","score":0.6278135180473328},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.417540967464447},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.360018253326416},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12547734379768372},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09073230624198914}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7394012212753296},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6651673913002014},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.6396713852882385},{"id":"https://openalex.org/C2777780509","wikidata":"https://www.wikidata.org/wiki/Q1377422","display_name":"Profit maximization","level":3,"score":0.6278135180473328},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.417540967464447},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.360018253326416},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12547734379768372},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09073230624198914},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2019.8852045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8852045","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W95632006","https://openalex.org/W1673310716","https://openalex.org/W1976993400","https://openalex.org/W2012580531","https://openalex.org/W2024221326","https://openalex.org/W2025766355","https://openalex.org/W2087330200","https://openalex.org/W2103253102","https://openalex.org/W2108196201","https://openalex.org/W2111688141","https://openalex.org/W2113146968","https://openalex.org/W2138198492","https://openalex.org/W2161581167","https://openalex.org/W2490240920","https://openalex.org/W2584122106","https://openalex.org/W2597764780","https://openalex.org/W2601243251","https://openalex.org/W2610486016","https://openalex.org/W2619824656","https://openalex.org/W2730222300","https://openalex.org/W2743808405","https://openalex.org/W2769747349","https://openalex.org/W3144750446","https://openalex.org/W6637131181","https://openalex.org/W6644702372"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2385623918","https://openalex.org/W2276063697","https://openalex.org/W4224290992","https://openalex.org/W2174689325","https://openalex.org/W4282964981"],"abstract_inverted_index":{"Taxi":[0],"recommender":[1,157],"systems":[2],"have":[3,32],"remarkably":[4],"benefited":[5],"the":[6,18,23,54,60,66,83,92,99,130,144,152,155],"taxi":[7,24,29,133,145],"business":[8],"by":[9],"providing":[10],"a":[11,75],"sequence":[12],"of":[13,56,102,132,154],"pick-up":[14,105],"points":[15,106],"to":[16,37,42,52],"reduce":[17],"passenger":[19],"waiting":[20],"time":[21],"or":[22,41],"cruising":[25],"time.":[26,68],"In":[27,86],"reality,":[28],"drivers":[30,57,134],"may":[31],"their":[33],"preferred":[34],"destination":[35,63,137],"regions":[36,64],"avoid":[38],"traffic":[39],"jams":[40],"execute":[43],"arranged":[44],"pickup":[45],"orders.":[46],"However,":[47],"no":[48],"prior":[49],"work":[50],"managed":[51],"maximize":[53,129],"profit":[55,131],"and":[58,97,107],"satisfy":[59],"requirements":[61],"for":[62],"at":[65],"same":[67],"To":[69],"tackle":[70],"this":[71,87],"challenge,":[72],"we":[73,89,114],"propose":[74,115],"PROfit":[76],"Maximization":[77],"recommendatIon":[78],"SystEm":[79],"(PROMISE)":[80],"based":[81,123,142],"on":[82,124,143],"inter-regional":[84,110,125],"probability.":[85,112],"paper,":[88],"first":[90],"divide":[91],"city":[93],"map":[94],"into":[95],"sub-regions":[96],"compute":[98],"mobility":[100],"probability":[101],"passengers":[103],"among":[104],"sub-regions,":[108],"namely":[109],"mobile":[111],"Then,":[113],"an":[116],"efficient":[117],"Driving":[118],"Route":[119],"Suggestion":[120],"(DRS)":[121],"algorithm":[122],"probability,":[126],"which":[127],"can":[128],"with":[135],"designated":[136],"regions.":[138],"The":[139],"experimental":[140],"results":[141],"traces":[146],"collected":[147],"from":[148],"Shanghai,":[149],"China,":[150],"validate":[151],"effectiveness":[153],"proposed":[156],"system.":[158]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
