{"id":"https://openalex.org/W2895933564","doi":"https://doi.org/10.1145/3207677.3277937","title":"Research on Application of a New Algorithm Based on Multi-source Data in Tourism Flow Forecasting","display_name":"Research on Application of a New Algorithm Based on Multi-source Data in Tourism Flow Forecasting","publication_year":2018,"publication_date":"2018-10-18","ids":{"openalex":"https://openalex.org/W2895933564","doi":"https://doi.org/10.1145/3207677.3277937","mag":"2895933564"},"language":"en","primary_location":{"id":"doi:10.1145/3207677.3277937","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3207677.3277937","pdf_url":null,"source":{"id":"https://openalex.org/S4306523741","display_name":"Proceedings of the 2nd International Conference on Computer Science and Application Engineering","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Computer Science and Application Engineering","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/A5068422094","display_name":"Tian Fu","orcid":"https://orcid.org/0000-0003-1692-5588"},"institutions":[{"id":"https://openalex.org/I4210145393","display_name":"Hainan Agricultural School","ror":"https://ror.org/04p8ncq94","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145393"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tian Fu","raw_affiliation_strings":["Hainan College of Software Technology, Qionghai, Hainan, China"],"affiliations":[{"raw_affiliation_string":"Hainan College of Software Technology, Qionghai, Hainan, China","institution_ids":["https://openalex.org/I4210145393"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085026046","display_name":"Zhen Wang","orcid":"https://orcid.org/0000-0002-3282-8588"},"institutions":[{"id":"https://openalex.org/I4210145393","display_name":"Hainan Agricultural School","ror":"https://ror.org/04p8ncq94","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145393"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Wang","raw_affiliation_strings":["Hainan College of Software Technology, Qionghai, Hainan, China"],"affiliations":[{"raw_affiliation_string":"Hainan College of Software Technology, Qionghai, Hainan, China","institution_ids":["https://openalex.org/I4210145393"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078727026","display_name":"TianMing Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145393","display_name":"Hainan Agricultural School","ror":"https://ror.org/04p8ncq94","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145393"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"TianMing Wang","raw_affiliation_strings":["Hainan College of Ecnomics and Business, Haikou, Hainan, China"],"affiliations":[{"raw_affiliation_string":"Hainan College of Ecnomics and Business, Haikou, Hainan, China","institution_ids":["https://openalex.org/I4210145393"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068422094"],"corresponding_institution_ids":["https://openalex.org/I4210145393"],"apc_list":null,"apc_paid":null,"fwci":0.4071,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53300903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9866999983787537,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9866999983787537,"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"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9864000082015991,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.977400004863739,"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/support-vector-machine","display_name":"Support vector machine","score":0.7456216812133789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7336944937705994},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.6337279677391052},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.555864691734314},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5480917692184448},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5134009122848511},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5044771432876587},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5013525485992432},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.48319211602211},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.43328842520713806},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3704044222831726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2657625079154968},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25604769587516785},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13206547498703003}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7456216812133789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7336944937705994},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.6337279677391052},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.555864691734314},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5480917692184448},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5134009122848511},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5044771432876587},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5013525485992432},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.48319211602211},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.43328842520713806},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3704044222831726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2657625079154968},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25604769587516785},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13206547498703003},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3207677.3277937","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3207677.3277937","pdf_url":null,"source":{"id":"https://openalex.org/S4306523741","display_name":"Proceedings of the 2nd International Conference on Computer Science and Application Engineering","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Computer Science and Application Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2097227860","https://openalex.org/W2162042839","https://openalex.org/W2166813622"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W2113981829"],"abstract_inverted_index":{"Currently1,":[0],"there":[1],"are":[2],"many":[3],"prediction":[4,90,106],"algorithms":[5],"in":[6,50],"terms":[7],"of":[8,12,32,37,59,70,76,104],"passenger":[9,29,52],"flow":[10,30,53],"volume":[11,31,54],"scenic":[13,33],"spots.":[14],"In":[15],"this":[16,105],"paper,":[17],"it":[18],"studies":[19],"and":[20,28,46,62,81,92],"analyzes":[21],"the":[22,51,67,74,95,102],"connection":[23],"between":[24],"multi-source":[25],"search":[26],"data":[27,98],"spots,":[34],"proposes":[35],"application":[36],"a":[38],"new":[39],"algorithm":[40,45,87],"integrating":[41],"non-linear":[42,60],"programming,":[43],"genetic":[44,63],"support":[47,84],"vector":[48,85],"regression":[49,86],"prediction,":[55],"fully":[56],"takes":[57],"advantages":[58],"function":[61,72],"algorithm,":[64],"quickly":[65],"calculates":[66,89],"optimal":[68],"parameter":[69],"kernel":[71],"on":[73],"basis":[75],"not":[77],"adding":[78],"calculated":[79],"amount,":[80],"then":[82],"employs":[83],"to":[88,100],"result,":[91],"finally":[93],"uses":[94],"actual":[96],"travel":[97],"collected":[99],"verity":[101],"accuracy":[103],"model.":[107]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
