{"id":"https://openalex.org/W2950412189","doi":"https://doi.org/10.1145/3307334.3326107","title":"MagTrack","display_name":"MagTrack","publication_year":2019,"publication_date":"2019-06-12","ids":{"openalex":"https://openalex.org/W2950412189","doi":"https://doi.org/10.1145/3307334.3326107","mag":"2950412189"},"language":"en","primary_location":{"id":"doi:10.1145/3307334.3326107","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3307334.3326107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services","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/A5029774958","display_name":"Hua Huang","orcid":"https://orcid.org/0000-0002-2817-2950"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hua Huang","raw_affiliation_strings":["Stony Brook University, Stony Brook, NY, USA"],"affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101397369","display_name":"Hongkai Chen","orcid":"https://orcid.org/0000-0001-7206-6584"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongkai Chen","raw_affiliation_strings":["Stony Brook University, Stony Brook, NY, USA"],"affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003166096","display_name":"Shan Lin","orcid":"https://orcid.org/0000-0001-6362-2972"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shan Lin","raw_affiliation_strings":["Stony Brook University, Stony Brook, NY, USA"],"affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029774958"],"corresponding_institution_ids":["https://openalex.org/I59553526"],"apc_list":null,"apc_paid":null,"fwci":1.5304,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.83789927,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"326","last_page":"339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9997000098228455,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9997000098228455,"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/distraction","display_name":"Distraction","score":0.7682986259460449},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6689478158950806},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.6550683975219727},{"id":"https://openalex.org/keywords/advanced-driver-assistance-systems","display_name":"Advanced driver assistance systems","score":0.5848994851112366},{"id":"https://openalex.org/keywords/distracted-driving","display_name":"Distracted driving","score":0.4905049204826355},{"id":"https://openalex.org/keywords/driving-simulator","display_name":"Driving simulator","score":0.4650360941886902},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.39055436849594116},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37064820528030396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31241118907928467}],"concepts":[{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.7682986259460449},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6689478158950806},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.6550683975219727},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.5848994851112366},{"id":"https://openalex.org/C2776465824","wikidata":"https://www.wikidata.org/wiki/Q5283083","display_name":"Distracted driving","level":3,"score":0.4905049204826355},{"id":"https://openalex.org/C2780689630","wikidata":"https://www.wikidata.org/wiki/Q2081815","display_name":"Driving simulator","level":2,"score":0.4650360941886902},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.39055436849594116},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37064820528030396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31241118907928467},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3307334.3326107","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3307334.3326107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8707425526","display_name":null,"funder_award_id":"CNS 1553273","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W263728883","https://openalex.org/W279110271","https://openalex.org/W1481478307","https://openalex.org/W1530126621","https://openalex.org/W1546734702","https://openalex.org/W1585406901","https://openalex.org/W1749494163","https://openalex.org/W1751378831","https://openalex.org/W1920901617","https://openalex.org/W1964557864","https://openalex.org/W1969257434","https://openalex.org/W1985609359","https://openalex.org/W1989805652","https://openalex.org/W2016654760","https://openalex.org/W2018690964","https://openalex.org/W2032826202","https://openalex.org/W2041167114","https://openalex.org/W2047339782","https://openalex.org/W2048921464","https://openalex.org/W2058569601","https://openalex.org/W2065632957","https://openalex.org/W2081398635","https://openalex.org/W2086755418","https://openalex.org/W2089343068","https://openalex.org/W2097769234","https://openalex.org/W2108328714","https://openalex.org/W2119562457","https://openalex.org/W2122301654","https://openalex.org/W2124730416","https://openalex.org/W2130646474","https://openalex.org/W2139438474","https://openalex.org/W2141016811","https://openalex.org/W2142578527","https://openalex.org/W2146467643","https://openalex.org/W2155217597","https://openalex.org/W2157072231","https://openalex.org/W2159613676","https://openalex.org/W2168784931","https://openalex.org/W2183675292","https://openalex.org/W2212765426","https://openalex.org/W2234480906","https://openalex.org/W2292640099","https://openalex.org/W2346607917","https://openalex.org/W2417905839","https://openalex.org/W2508112947","https://openalex.org/W2533144214","https://openalex.org/W2533654249","https://openalex.org/W2539417147","https://openalex.org/W2593909786","https://openalex.org/W2605428776","https://openalex.org/W2625972903","https://openalex.org/W2725533054","https://openalex.org/W2765522501","https://openalex.org/W2777460464","https://openalex.org/W2783038762","https://openalex.org/W3014200381","https://openalex.org/W3103305668","https://openalex.org/W3103926991","https://openalex.org/W3151497323","https://openalex.org/W6609693147"],"related_works":["https://openalex.org/W626594146","https://openalex.org/W2051187670","https://openalex.org/W2946368029","https://openalex.org/W2891960815","https://openalex.org/W2523072865","https://openalex.org/W2058597075","https://openalex.org/W2083853826","https://openalex.org/W2143855856","https://openalex.org/W2029007596","https://openalex.org/W4383901024"],"abstract_inverted_index":{"\"Hands":[0],"on":[1,5,86,113,225],"the":[2,6,9,45,119,226],"wheel,":[3],"eyes":[4],"road\"":[7],"is":[8,53,111,161],"central":[10],"guideline":[11],"of":[12,176,203,209,218,222,228],"safe":[13,62],"vehicle":[14,26],"driving":[15,63,204,211,230],"practices.":[16],"Many":[17],"advanced":[18],"driver":[19,59,80,107],"assistance":[20],"systems":[21,30,83],"can":[22,178],"effectively":[23],"detect":[24,56],"abnormal":[25],"motions.":[27],"However,":[28],"these":[29],"often":[31],"leave":[32],"insufficient":[33],"time":[34,67],"for":[35],"drivers":[36,46],"to":[37,39,55,163],"respond":[38],"complex":[40],"road":[41,198,210],"situations,":[42],"especially":[43],"when":[44],"are":[47,78,94],"distracted.":[48],"To":[49],"reduce":[50],"accidents,":[51],"it":[52],"essential":[54],"whether":[57],"a":[58,106,122,130,135,145,173],"complies":[60],"with":[61,200,212],"guidelines":[64],"in":[65,88],"real":[66],"and":[68,125,134,143,148,155,167,188,191,194,206,220],"provide":[69],"warnings":[70],"early":[71],"before":[72],"any":[73],"dangerous":[74],"maneuvers":[75],"occur.":[76],"There":[77],"vision-based":[79],"distraction":[81],"monitoring":[82,108],"which":[84],"rely":[85],"cameras":[87],"high-end":[89],"vehicles,":[90,166],"but":[91],"their":[92],"performances":[93],"heavily":[95],"constrained":[96],"by":[97,118,181],"visibility":[98],"requirements.":[99],"In":[100,196],"this":[101],"paper,":[102],"we":[103],"present":[104],"MagTrack,":[105],"system":[109,141],"that":[110,172],"based":[112],"tracking":[114],"magnetic":[115,128,132,137],"tags":[116],"worn":[117],"user.":[120],"With":[121],"single":[123],"smartwatch":[124],"two":[126],"low-cost":[127],"accessories:":[129],"hand":[131],"ring":[133],"head":[136,149],"eyeglasses":[138],"clip,":[139],"our":[140,182],"tracks":[142],"classifies":[144],"driver's":[146,164],"bimanual":[147,185],"movements":[150],"simultaneously":[151],"using":[152],"both":[153],"analytical":[154],"approximation":[156],"sensing":[157],"models.":[158],"Our":[159],"approach":[160],"robust":[162],"postures,":[165],"environmental":[168],"changes.":[169],"We":[170],"demonstrate":[171],"wide":[174],"range":[175],"activities":[177,205],"be":[179],"detected":[180],"system,":[183],"including":[184],"steering,":[186],"visual":[187],"manual":[189],"distractions,":[190],"lane":[192],"changes":[193],"turns.":[195],"extensive":[197],"tests":[199],"500+":[201,207],"instances":[202],"minutes":[208],"10":[213],"subjects,":[214],"MagTrack":[215],"achieves":[216],"87%":[217],"precision":[219],"90%":[221],"recall":[223],"rate":[224],"detection":[227],"unsafe":[229],"activities.":[231]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2019-06-27T00:00:00"}
