{"id":"https://openalex.org/W2908867097","doi":"https://doi.org/10.1145/3281548.3281549","title":"Vehicle Point of Interest Detection Using In-Car Data","display_name":"Vehicle Point of Interest Detection Using In-Car Data","publication_year":2018,"publication_date":"2018-11-06","ids":{"openalex":"https://openalex.org/W2908867097","doi":"https://doi.org/10.1145/3281548.3281549","mag":"2908867097"},"language":"en","primary_location":{"id":"doi:10.1145/3281548.3281549","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3281548.3281549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery","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/A5004391104","display_name":"James Van Hinsbergh","orcid":"https://orcid.org/0000-0002-1446-4418"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"James Van Hinsbergh","raw_affiliation_strings":["University of Warwick, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"University of Warwick, Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007349631","display_name":"Nathan Griffiths","orcid":"https://orcid.org/0000-0002-6406-8632"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nathan Griffiths","raw_affiliation_strings":["University of Warwick, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"University of Warwick, Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034648757","display_name":"Phillip Taylor","orcid":"https://orcid.org/0000-0002-1279-8393"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Phillip Taylor","raw_affiliation_strings":["University of Warwick, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"University of Warwick, Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024828172","display_name":"Alasdair Thomason","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alasdair Thomason","raw_affiliation_strings":["University of Warwick, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"University of Warwick, Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083006731","display_name":"Xu Zhou","orcid":"https://orcid.org/0000-0001-6152-5941"},"institutions":[{"id":"https://openalex.org/I4210127762","display_name":"Coventry (United Kingdom)","ror":"https://ror.org/030nd5313","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210127762"]},{"id":"https://openalex.org/I130198913","display_name":"Jaguar Land Rover (United Kingdom)","ror":"https://ror.org/03b66v461","country_code":"GB","type":"company","lineage":["https://openalex.org/I130198913"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhou Xu","raw_affiliation_strings":["Jaguar Land Rover, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Jaguar Land Rover, Coventry, UK","institution_ids":["https://openalex.org/I130198913","https://openalex.org/I4210127762"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110562574","display_name":"Alex Mouzakitis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127762","display_name":"Coventry (United Kingdom)","ror":"https://ror.org/030nd5313","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210127762"]},{"id":"https://openalex.org/I130198913","display_name":"Jaguar Land Rover (United Kingdom)","ror":"https://ror.org/03b66v461","country_code":"GB","type":"company","lineage":["https://openalex.org/I130198913"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alex Mouzakitis","raw_affiliation_strings":["Jaguar Land Rover, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Jaguar Land Rover, Coventry, UK","institution_ids":["https://openalex.org/I130198913","https://openalex.org/I4210127762"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5004391104"],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":null,"apc_paid":null,"fwci":2.5692,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89796943,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9991999864578247,"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":0.9991999864578247,"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":0.9990000128746033,"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"}},{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/false-positive-paradox","display_name":"False positive paradox","score":0.8782843351364136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7023885250091553},{"id":"https://openalex.org/keywords/extractor","display_name":"Extractor","score":0.6239986419677734},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.6148753762245178},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.5809437036514282},{"id":"https://openalex.org/keywords/true-positive-rate","display_name":"True positive rate","score":0.5365526676177979},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.526561975479126},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.46358346939086914},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46081843972206116},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45922911167144775},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4533109962940216},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.43606826663017273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41817939281463623},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1712079644203186},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.10430082678794861},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07934719324111938}],"concepts":[{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.8782843351364136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7023885250091553},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.6239986419677734},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.6148753762245178},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5809437036514282},{"id":"https://openalex.org/C2989486834","wikidata":"https://www.wikidata.org/wiki/Q3808900","display_name":"True positive rate","level":2,"score":0.5365526676177979},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.526561975479126},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.46358346939086914},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46081843972206116},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45922911167144775},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4533109962940216},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.43606826663017273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41817939281463623},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1712079644203186},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.10430082678794861},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07934719324111938},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3281548.3281549","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3281548.3281549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery","raw_type":"proceedings-article"},{"id":"pmh:oai:wrap.warwick.ac.uk:109183","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5235048137","display_name":null,"funder_award_id":"EP/N012380/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320316529","display_name":"Jaguar Land Rover","ror":"https://ror.org/03b66v461"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1565064763","https://openalex.org/W1570448133","https://openalex.org/W1673310716","https://openalex.org/W1921861053","https://openalex.org/W1972916106","https://openalex.org/W2023302299","https://openalex.org/W2060233269","https://openalex.org/W2090702599","https://openalex.org/W2104208272","https://openalex.org/W2128332586","https://openalex.org/W2135090840","https://openalex.org/W2147760513","https://openalex.org/W2154053567","https://openalex.org/W2199718034"],"related_works":["https://openalex.org/W2027184711","https://openalex.org/W3129715955","https://openalex.org/W1557094818","https://openalex.org/W4287692494","https://openalex.org/W3047594718","https://openalex.org/W2953243682","https://openalex.org/W3027053746","https://openalex.org/W4299651861","https://openalex.org/W4386222044","https://openalex.org/W2099261052"],"abstract_inverted_index":{"Intelligent":[0],"transportation":[1],"systems":[2,26],"often":[3],"identify":[4,50],"and":[5,43,86],"make":[6,15],"use":[7],"of":[8,20,62,91],"locations":[9,22],"extracted":[10],"from":[11,37,81],"GPS":[12],"trajectories":[13],"to":[14,49],"informed":[16],"decisions.":[17],"However,":[18],"many":[19],"the":[21,38,60,63,69,82,89],"identified":[23],"by":[24],"existing":[25],"are":[27],"false":[28,52,79],"positives,":[29],"such":[30,40],"as":[31,41],"those":[32],"in":[33,68,94],"heavy":[34],"traffic.":[35],"Signals":[36],"vehicle,":[39],"speed":[42],"seatbelt":[44],"status,":[45],"can":[46],"be":[47],"used":[48],"these":[51,92],"positives.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57],"(i)":[58],"demonstrate":[59],"utility":[61],"Gradient-based":[64],"Visit":[65],"Extractor":[66],"(GVE)":[67],"automotive":[70],"domain,":[71],"(ii)":[72],"propose":[73],"a":[74,95],"classification":[75],"stage":[76],"for":[77],"removing":[78],"positives":[80],"location":[83],"extraction":[84],"process,":[85],"(iii)":[87],"evaluate":[88],"effectiveness":[90],"techniques":[93],"high":[96],"resolution":[97],"vehicular":[98],"dataset.":[99]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}