{"id":"https://openalex.org/W4387042230","doi":"https://doi.org/10.1109/jiot.2023.3318984","title":"IoT Route Planning Based on Spatiotemporal Interactive Attention Neural Network","display_name":"IoT Route Planning Based on Spatiotemporal Interactive Attention Neural Network","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4387042230","doi":"https://doi.org/10.1109/jiot.2023.3318984"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3318984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3318984","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5051654195","display_name":"Linjie Zhang","orcid":"https://orcid.org/0000-0001-6692-8563"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linjie Zhang","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-6692-8563","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100671245","display_name":"Xiaoyan Zhu","orcid":"https://orcid.org/0000-0003-3741-9158"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Zhu","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-3741-9158","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012016098","display_name":"Jianfeng Ma","orcid":"https://orcid.org/0000-0003-4251-1143"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng Ma","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-4251-1143","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":1.1364,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.76103127,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":"5","first_page":"7697","last_page":"7709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9993000030517578,"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":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8432736396789551},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5264963507652283},{"id":"https://openalex.org/keywords/route-planning","display_name":"Route planning","score":0.4630435109138489},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46054336428642273},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4486149847507477},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3878907263278961},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3558422327041626},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3394518196582794},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.12498846650123596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8432736396789551},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5264963507652283},{"id":"https://openalex.org/C2989549987","wikidata":"https://www.wikidata.org/wiki/Q350882","display_name":"Route planning","level":2,"score":0.4630435109138489},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46054336428642273},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4486149847507477},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3878907263278961},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3558422327041626},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3394518196582794},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.12498846650123596},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3318984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3318984","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G2379865914","display_name":null,"funder_award_id":"61941105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4245565771","display_name":"\u5927\u6570\u636e\u4e0b\u6df1\u5ea6\u5b66\u4e60\u7684\u9690\u79c1\u4fdd\u62a4\u7814\u7a76","funder_award_id":"61772406","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W2008265192","https://openalex.org/W2486395030","https://openalex.org/W2582812851","https://openalex.org/W2770911727","https://openalex.org/W2798326382","https://openalex.org/W2806789469","https://openalex.org/W2808959436","https://openalex.org/W2889274777","https://openalex.org/W2892556724","https://openalex.org/W2896088237","https://openalex.org/W2899647666","https://openalex.org/W2902607104","https://openalex.org/W2904827256","https://openalex.org/W2913092739","https://openalex.org/W2939902323","https://openalex.org/W2945827670","https://openalex.org/W2946767588","https://openalex.org/W2963655167","https://openalex.org/W2990783398","https://openalex.org/W2991449473","https://openalex.org/W2998375708","https://openalex.org/W2998930679","https://openalex.org/W3005902248","https://openalex.org/W3009292129","https://openalex.org/W3011420108","https://openalex.org/W3015181824","https://openalex.org/W3030390164","https://openalex.org/W3034680073","https://openalex.org/W3034798881","https://openalex.org/W3041393010","https://openalex.org/W3042408539","https://openalex.org/W3043229062","https://openalex.org/W3043381437","https://openalex.org/W3044144773","https://openalex.org/W3080626793","https://openalex.org/W3081559749","https://openalex.org/W3084940065","https://openalex.org/W3092339997","https://openalex.org/W3098250197","https://openalex.org/W3100278010","https://openalex.org/W3102553041","https://openalex.org/W3106999166","https://openalex.org/W3107462623","https://openalex.org/W3111151078","https://openalex.org/W3124152587","https://openalex.org/W3125675327","https://openalex.org/W3126367810","https://openalex.org/W3133332858","https://openalex.org/W3133622580","https://openalex.org/W3135791195","https://openalex.org/W3149661041","https://openalex.org/W3178771377","https://openalex.org/W3184668263","https://openalex.org/W3197447116","https://openalex.org/W3213668484","https://openalex.org/W4283800658","https://openalex.org/W4293197662","https://openalex.org/W4293731782","https://openalex.org/W4294225546","https://openalex.org/W4294310652","https://openalex.org/W4294811220","https://openalex.org/W4312633217","https://openalex.org/W4312716673","https://openalex.org/W4313016045","https://openalex.org/W4313651737","https://openalex.org/W4320009860","https://openalex.org/W4321608636","https://openalex.org/W6751121826","https://openalex.org/W6752242417","https://openalex.org/W6769247314"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W1522862521","https://openalex.org/W2351711677"],"abstract_inverted_index":{"Millions":[0],"of":[1,4,13,58,139,187,194,206],"interconnected":[2],"Internet":[3],"Things":[5],"(IoT)":[6],"sensors":[7],"and":[8,31,47,151,209],"devices":[9],"collect":[10],"tremendous":[11],"amounts":[12],"data":[14,61,99],"from":[15],"real-world":[16],"traffic":[17,60,111],"scenarios.":[18],"Route":[19,180],"planning":[20,38,181],"with":[21,45,115],"IoT":[22,102,213,226],"network":[23,83,113,164],"could":[24,221],"derive":[25],"critical":[26],"value":[27],"for":[28,70,84,173,224],"smart":[29],"city":[30],"automatic":[32],"vehicles.":[33],"In":[34,73,133],"the":[35,40,52,116,137,145,152,175,185,195,218],"current":[36],"route":[37,41,71,86,95,178],"methods,":[39],"weight":[42],"only":[43],"decays":[44],"time":[46,157],"distance":[48],"separately,":[49],"without":[50],"considering":[51],"inherent":[53],"spatiotemporal":[54,79],"dependence.":[55],"Besides,":[56],"lacking":[57],"fine-grained":[59],"interaction":[62],"analysis":[63,114],"in":[64,228],"dynamic":[65],"environment":[66],"is":[67,190],"another":[68],"challenge":[69],"planning.":[72,87],"this":[74],"article,":[75],"we":[76,89,108,122,135,160],"propose":[77],"a":[78,124,229],"interactive":[80],"attention":[81,119],"neural":[82],"personalized":[85],"First,":[88],"utilize":[90],"an":[91,162],"intelligent":[92],"approach":[93],"to":[94,128,165,169],"recommendation":[96],"based":[97],"on":[98],"collected":[100],"by":[101],"under":[103],"given":[104],"spatial":[105,117,146],"constraints.":[106],"Next,":[107],"carry":[109],"out":[110],"road":[112],"graph":[118],"structure.":[120],"Then,":[121],"develop":[123],"temporal":[125,131,153],"self-attention":[126],"mechanism":[127],"capture":[129],"multilevel":[130],"relationship.":[132],"particular,":[134],"explore":[136],"influence":[138],"features,":[140],"such":[141],"as":[142],"external":[143],"attributes,":[144],"correlation":[147,154],"between":[148,155],"different":[149,156],"locations,":[150],"intervals.":[158],"Finally,":[159],"build":[161],"aggregation":[163],"allocate":[166],"appropriate":[167],"weights":[168],"measure":[170],"these":[171],"features":[172],"obtaining":[174],"potential":[176],"best":[177],"selection.":[179],"results":[182,215],"show":[183],"that":[184,193,200,217],"performance":[186],"our":[188,201],"scheme":[189],"better":[191],"than":[192],"baseline":[196],"scheme,":[197],"which":[198],"proves":[199],"method":[202],"makes":[203],"full":[204],"use":[205],"attribute":[207],"information":[208],"environmental":[210],"changes.":[211],"The":[212],"experimental":[214],"demonstrated":[216],"presented":[219],"system":[220],"be":[222],"advantageous":[223],"tackling":[225],"scenarios":[227],"cost-effective":[230],"way.":[231]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
