{"id":"https://openalex.org/W2958541712","doi":"https://doi.org/10.1155/2019/7038259","title":"A Travel Route Recommendation System Based on Smart Phones and IoT Environment","display_name":"A Travel Route Recommendation System Based on Smart Phones and IoT Environment","publication_year":2019,"publication_date":"2019-07-14","ids":{"openalex":"https://openalex.org/W2958541712","doi":"https://doi.org/10.1155/2019/7038259","mag":"2958541712"},"language":"en","primary_location":{"id":"doi:10.1155/2019/7038259","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/7038259","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2019/7038259.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2019/7038259.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062695182","display_name":"Chenzhong Bin","orcid":"https://orcid.org/0000-0002-7200-0929"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chenzhong Bin","raw_affiliation_strings":["Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin 541004, China","School of Information and Communication, Guilin University of Electronic Technology, Guilin 541004, China"],"raw_orcid":"https://orcid.org/0000-0002-7200-0929","affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"School of Information and Communication, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036224495","display_name":"Tianlong Gu","orcid":"https://orcid.org/0000-0002-1662-7110"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianlong Gu","raw_affiliation_strings":["Guangxi Experiment Center of Information Science, Guilin University of Electronic Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi Experiment Center of Information Science, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005944320","display_name":"Yanpeng Sun","orcid":"https://orcid.org/0000-0001-8683-7423"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanpeng Sun","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015299890","display_name":"Liang Chang","orcid":"https://orcid.org/0000-0002-7262-4707"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Chang","raw_affiliation_strings":["Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin 541004, China"],"raw_orcid":"https://orcid.org/0000-0002-7262-4707","affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077092506","display_name":"Lei Sun","orcid":"https://orcid.org/0000-0003-0565-2000"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Sun","raw_affiliation_strings":["School of Electronic Engineering and Automation, Guilin University of Electronic Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering and Automation, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062695182"],"corresponding_institution_ids":["https://openalex.org/I5343935"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":9.0605,"has_fulltext":true,"cited_by_count":39,"citation_normalized_percentile":{"value":0.97243272,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2019","issue":null,"first_page":"1","last_page":"16"},"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":0.9948999881744385,"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":0.9948999881744385,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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":0.9344000220298767,"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":0.8351280689239502},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.7537832260131836},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6065309643745422},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5370975732803345},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.5219594836235046},{"id":"https://openalex.org/keywords/travel-behavior","display_name":"Travel behavior","score":0.4735414385795593},{"id":"https://openalex.org/keywords/smart-phone","display_name":"Smart phone","score":0.41720330715179443},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36343151330947876},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3192177414894104},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.14011123776435852},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11999991536140442},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08801412582397461}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8351280689239502},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.7537832260131836},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6065309643745422},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5370975732803345},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.5219594836235046},{"id":"https://openalex.org/C144072006","wikidata":"https://www.wikidata.org/wiki/Q4462116","display_name":"Travel behavior","level":2,"score":0.4735414385795593},{"id":"https://openalex.org/C2984771860","wikidata":"https://www.wikidata.org/wiki/Q22645","display_name":"Smart phone","level":2,"score":0.41720330715179443},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36343151330947876},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3192177414894104},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.14011123776435852},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11999991536140442},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08801412582397461},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2019/7038259","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/7038259","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2019/7038259.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d731dd3f73484f548073626aedcc526e","is_oa":false,"landing_page_url":"https://doaj.org/article/d731dd3f73484f548073626aedcc526e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Wireless Communications and Mobile Computing, Vol 2019 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2019/7038259","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/7038259","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2019/7038259.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1832907198","display_name":null,"funder_award_id":"61572146","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G2899483951","display_name":null,"funder_award_id":"U1711263","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G3313668663","display_name":null,"funder_award_id":"2018KY0203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G385047706","display_name":null,"funder_award_id":"AC16380122","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G3980827645","display_name":null,"funder_award_id":"AC16380122","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G402334526","display_name":null,"funder_award_id":"AA17202024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5292176274","display_name":null,"funder_award_id":"2018KY0203","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G5529538691","display_name":null,"funder_award_id":"2016GXNSFDA380006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6546932133","display_name":null,"funder_award_id":"U1711263","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G796562679","display_name":null,"funder_award_id":"U1501252","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G8589690510","display_name":null,"funder_award_id":"2016GXNSFDA380006","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G8592595029","display_name":null,"funder_award_id":"AA17202024","funder_id":"https://openalex.org/F4320336643","funder_display_name":"Guangxi Innovation-Driven Development Project"},{"id":"https://openalex.org/G8698608195","display_name":null,"funder_award_id":"U1501252","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8718041256","display_name":null,"funder_award_id":"AA17202024","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G8887100631","display_name":"\u57fa\u4e8e\u7b26\u53f7\u51b3\u7b56\u56fe\u7684\u56fe\u6570\u636e\u8868\u793a\u548c\u5339\u914d\u7814\u7a76","funder_award_id":"61572146","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322768","display_name":"Natural Science Foundation of Guangxi Province","ror":null},{"id":"https://openalex.org/F4320336643","display_name":"Guangxi Innovation-Driven Development Project","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2958541712.pdf","grobid_xml":"https://content.openalex.org/works/W2958541712.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W884889856","https://openalex.org/W1906411976","https://openalex.org/W2001155602","https://openalex.org/W2009370830","https://openalex.org/W2011269685","https://openalex.org/W2014979043","https://openalex.org/W2017254898","https://openalex.org/W2041262394","https://openalex.org/W2058401212","https://openalex.org/W2064118757","https://openalex.org/W2093672773","https://openalex.org/W2141781678","https://openalex.org/W2146206720","https://openalex.org/W2221746995","https://openalex.org/W2250384498","https://openalex.org/W2267720383","https://openalex.org/W2306156530","https://openalex.org/W2319598986","https://openalex.org/W2529314232","https://openalex.org/W2587610151","https://openalex.org/W2594116048","https://openalex.org/W2611791389","https://openalex.org/W2762654740","https://openalex.org/W2765456220","https://openalex.org/W2894783055","https://openalex.org/W4254167554"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W3092950680","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W4317039510","https://openalex.org/W3197542405","https://openalex.org/W2418190244","https://openalex.org/W4238861846","https://openalex.org/W2329372181"],"abstract_inverted_index":{"Tourism":[0],"recommendation":[1,50],"systems":[2,16],"play":[3],"a":[4,26,46,63,113],"vital":[5],"role":[6],"in":[7,145],"providing":[8],"useful":[9],"travel":[10,35,48,58,95,123,149],"information":[11],"to":[12,30,81,118,126],"tourists.":[13],"However,":[14],"existing":[15],"rarely":[17],"aim":[18],"at":[19],"recommending":[20,146],"tangible":[21,122,148],"itineraries":[22],"for":[23],"tourists":[24],"within":[25],"specific":[27,64],"POI":[28,65],"due":[29],"their":[31],"lack":[32],"of":[33],"onsite":[34,57],"behavioral":[36],"data":[37,60,80],"and":[38,70,120,131,143,155],"related":[39],"route":[40,49,106,153,166],"mining":[41,107],"algorithms.":[42],"To":[43],"this":[44],"end,":[45],"novel":[47],"system":[51,76,92,140],"is":[52,116,141],"proposed,":[53],"which":[54],"collects":[55],"tourist":[56],"behavior":[59,79,84],"automatically":[61],"regarding":[62],"based":[66],"on":[67],"smart":[68],"phone":[69],"IoT":[71],"technology.":[72],"Then,":[73],"the":[74,78,91,98,127,138,161],"proposed":[75,139],"preprocesses":[77],"transform":[82],"raw":[83],"sequences":[85,101],"into":[86],"Tourist-Behavior":[87,110],"pattern":[88,100],"sequences.":[89],"Subsequently,":[90],"discovers":[93],"frequent":[94],"routes":[96,124,150,163],"from":[97],"generated":[99],"by":[102],"using":[103],"an":[104],"original":[105],"algorithm,":[108],"named":[109],"PrefixSpan.":[111],"Finally,":[112],"route-recommending":[114],"method":[115],"designed":[117],"search":[119],"rank":[121],"according":[125],"querying":[128],"tourist\u2019s":[129],"profile":[130,157],"constraint.":[132],"The":[133],"experimental":[134],"results":[135],"demonstrate":[136],"that":[137,160],"efficient":[142],"effective":[144],"POI-oriented":[147],"considering":[151],"tourists\u2019":[152],"constraints":[154],"personal":[156],"while":[158],"ensuring":[159],"suggested":[162],"have":[164],"considerable":[165],"values.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}