{"id":"https://openalex.org/W4387421366","doi":"https://doi.org/10.1145/3594739.3610751","title":"Enhancing Transportation Mode Detection using Multi-scale Sensor Fusion and Spatial-topological Attention","display_name":"Enhancing Transportation Mode Detection using Multi-scale Sensor Fusion and Spatial-topological Attention","publication_year":2023,"publication_date":"2023-10-07","ids":{"openalex":"https://openalex.org/W4387421366","doi":"https://doi.org/10.1145/3594739.3610751"},"language":"en","primary_location":{"id":"doi:10.1145/3594739.3610751","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3594739.3610751","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3594739.3610751","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing &amp; the 2023 ACM International Symposium on Wearable Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3594739.3610751","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075450175","display_name":"Runze Chen","orcid":"https://orcid.org/0000-0002-6599-7898"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Runze Chen","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, China and Institute of Computing, Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, China and Institute of Computing, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109644864","display_name":"Tao Ning","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Ning","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, China and Institute of Computing, Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, China and Institute of Computing, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053132020","display_name":"Yida Zhu","orcid":"https://orcid.org/0000-0001-8643-9150"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yida Zhu","raw_affiliation_strings":["Meituan, China"],"affiliations":[{"raw_affiliation_string":"Meituan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102783928","display_name":"Song Guo","orcid":"https://orcid.org/0000-0003-3709-4058"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Song Guo","raw_affiliation_strings":["Shunfeng Technology, China"],"affiliations":[{"raw_affiliation_string":"Shunfeng Technology, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052635380","display_name":"Haiyong Luo","orcid":"https://orcid.org/0000-0001-6827-4225"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyong Luo","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100329778","display_name":"Fang Zhao","orcid":"https://orcid.org/0000-0002-4784-5778"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Zhao","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5075450175"],"corresponding_institution_ids":["https://openalex.org/I139759216","https://openalex.org/I19820366"],"apc_list":null,"apc_paid":null,"fwci":0.5943,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69469055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"534","last_page":"539"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9925000071525574,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/mode","display_name":"Mode (computer interface)","score":0.678158164024353},{"id":"https://openalex.org/keywords/gnss-applications","display_name":"GNSS applications","score":0.6637338399887085},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.6329329013824463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6247748136520386},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.48935407400131226},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.46987849473953247},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46725034713745117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45888620615005493},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38246485590934753},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.37141579389572144},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3468247056007385},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33160635828971863},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32989054918289185},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.22022747993469238},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14104855060577393},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11458748579025269},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07823148369789124}],"concepts":[{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.678158164024353},{"id":"https://openalex.org/C14279187","wikidata":"https://www.wikidata.org/wiki/Q5514012","display_name":"GNSS applications","level":3,"score":0.6637338399887085},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.6329329013824463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6247748136520386},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.48935407400131226},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.46987849473953247},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46725034713745117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45888620615005493},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38246485590934753},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.37141579389572144},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3468247056007385},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33160635828971863},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32989054918289185},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.22022747993469238},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14104855060577393},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11458748579025269},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07823148369789124},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3594739.3610751","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3594739.3610751","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3594739.3610751","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing &amp; the 2023 ACM International Symposium on Wearable Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3594739.3610751","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3594739.3610751","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3594739.3610751","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing &amp; the 2023 ACM International Symposium on Wearable Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1240767431","display_name":null,"funder_award_id":"62002026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1520222733","display_name":null,"funder_award_id":"4222034","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G1915754129","display_name":null,"funder_award_id":"2022RC13","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3176122384","display_name":null,"funder_award_id":"XDA28040500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3179451784","display_name":null,"funder_award_id":"12024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G46349111","display_name":null,"funder_award_id":"62002026","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4814418911","display_name":null,"funder_award_id":"2022YFB3904700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5033718275","display_name":null,"funder_award_id":"XDA28040500","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G5760752404","display_name":null,"funder_award_id":"Projects","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5976989047","display_name":null,"funder_award_id":"L221003","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6145354776","display_name":null,"funder_award_id":"2022RC13","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6258415954","display_name":null,"funder_award_id":"Chinese","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6866453331","display_name":null,"funder_award_id":"62261042","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7522222035","display_name":null,"funder_award_id":"62261042","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7742630640","display_name":null,"funder_award_id":"4212024","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8852025217","display_name":null,"funder_award_id":"62261042,62002026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8951484681","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320335561","display_name":"Institute of Computing Technology, Chinese Academy of Sciences","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387421366.pdf","grobid_xml":"https://content.openalex.org/works/W4387421366.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2070439088","https://openalex.org/W2747329762","https://openalex.org/W2883766876","https://openalex.org/W2907123474","https://openalex.org/W2973211751","https://openalex.org/W2992308087","https://openalex.org/W3084911924","https://openalex.org/W3084913306","https://openalex.org/W3095391201","https://openalex.org/W3200144996","https://openalex.org/W3201954476","https://openalex.org/W3202678163","https://openalex.org/W3202730452","https://openalex.org/W3203725677","https://openalex.org/W4306812399","https://openalex.org/W4312443924","https://openalex.org/W6745136726"],"related_works":["https://openalex.org/W3110195467","https://openalex.org/W4386936491","https://openalex.org/W3033823235","https://openalex.org/W2881093137","https://openalex.org/W2163330330","https://openalex.org/W1982137911","https://openalex.org/W2606296569","https://openalex.org/W4288060108","https://openalex.org/W2227743261","https://openalex.org/W2899848438"],"abstract_inverted_index":{"Mobile":[0],"sensors":[1],"have":[2],"improved":[3],"traffic":[4],"prediction":[5],"through":[6],"transportation":[7,20,47,84,109],"mode":[8,48,85,110],"recognition.":[9,49,86],"Researchers":[10],"are":[11],"interested":[12],"in":[13,30],"exploring":[14],"mobile":[15],"sensor-based":[16],"recognition":[17,111],"methods":[18],"for":[19,46,83],"modes.":[21],"The":[22],"SHL":[23,33],"Recognition":[24],"Challenge":[25,34],"is":[26],"a":[27,37,54,58],"prominent":[28],"competition":[29],"this":[31],"field.":[32],"2023":[35],"introduced":[36],"diverse":[38],"dataset":[39],"with":[40],"GNSS-based":[41],"and":[42,66,71,79,98],"motion":[43,64],"sensor":[44,65],"data":[45],"Our":[50],"team,":[51],"\"we-can-fly,\"":[52],"presents":[53],"fine-grained":[55],"method":[56,92],"using":[57],"multi-scale":[59],"fusion":[60,108],"approach":[61],"that":[62],"incorporates":[63],"GNSS":[67],"information.":[68],"With":[69],"temporal":[70],"topological":[72],"attention":[73],"mechanisms,":[74],"we":[75],"capture":[76],"scene":[77],"characteristics":[78],"enhance":[80],"contextual":[81],"understanding":[82],"On":[87],"the":[88,103],"validation":[89],"set,":[90],"our":[91,106],"achieves":[93],"an":[94],"impressive":[95],"72.39%":[96],"accuracy":[97],"71.25%":[99],"F1":[100],"score,":[101],"confirming":[102],"effectiveness":[104],"of":[105],"multimodal":[107],"algorithm.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
