{"id":"https://openalex.org/W2760295842","doi":"https://doi.org/10.1109/mcg.2017.3621221","title":"ANALYTiC: An Active Learning System for Trajectory Classification","display_name":"ANALYTiC: An Active Learning System for Trajectory Classification","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2760295842","doi":"https://doi.org/10.1109/mcg.2017.3621221","mag":"2760295842","pmid":"https://pubmed.ncbi.nlm.nih.gov/28945577"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2017.3621221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2017.3621221","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"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 Computer Graphics and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040197161","display_name":"Am\u00edlcar Soares","orcid":"https://orcid.org/0000-0001-5957-3805"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Am\u00edlcar Soares J\u00fanior","raw_affiliation_strings":["Dalhousie University"],"affiliations":[{"raw_affiliation_string":"Dalhousie University","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054358438","display_name":"Chiara Renso","orcid":"https://orcid.org/0000-0002-1763-2966"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210104311","display_name":"Institute of Scientific and Technical Information of China","ror":"https://ror.org/01b2av652","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210104311","https://openalex.org/I4210120069","https://openalex.org/I4210127390"]}],"countries":["CN","IT"],"is_corresponding":false,"raw_author_name":"Chiara Renso","raw_affiliation_strings":["ISTI-CNR"],"affiliations":[{"raw_affiliation_string":"ISTI-CNR","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I4210104311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042893723","display_name":"Stan Matwin","orcid":"https://orcid.org/0000-0001-6629-8434"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["CA","PL"],"is_corresponding":false,"raw_author_name":"Stan Matwin","raw_affiliation_strings":["Dalhousie University and Polish Academy of Sciences","Dalhousie University, Polish Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Dalhousie University and Polish Academy of Sciences","institution_ids":["https://openalex.org/I129902397","https://openalex.org/I99542240"]},{"raw_affiliation_string":"Dalhousie University, Polish Academy of Sciences","institution_ids":["https://openalex.org/I129902397","https://openalex.org/I99542240"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040197161"],"corresponding_institution_ids":["https://openalex.org/I129902397"],"apc_list":null,"apc_paid":null,"fwci":3.5513,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.94074226,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"37","issue":"5","first_page":"28","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9993000030517578,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.996999979019165,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8649523854255676},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.7286559343338013},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5758419036865234},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.5743586421012878},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5716007947921753},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5645291805267334},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5316052436828613},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5227123498916626},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5203225612640381},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5048990845680237},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.4909246265888214},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.4165398180484772}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8649523854255676},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7286559343338013},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5758419036865234},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.5743586421012878},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5716007947921753},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5645291805267334},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5316052436828613},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5227123498916626},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5203225612640381},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5048990845680237},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.4909246265888214},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.4165398180484772},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/mcg.2017.3621221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2017.3621221","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"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 Computer Graphics and Applications","raw_type":"journal-article"},{"id":"pmid:28945577","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28945577","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE computer graphics and applications","raw_type":null},{"id":"pmh:oai:dnet:people______::9939a2b3fe9cf2e2b995c585360d236c","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE COMPUTER GRAPHICS AND APPLICATIONS (ONLINE), vol. 37 (issue 5), pp. 28-39","raw_type":"Journal article"},{"id":"pmh:oai:zenodo.org:8074009","is_oa":true,"landing_page_url":"https://doi.org/10.1109/MCG.2017.3621221","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dnet:people______::9939a2b3fe9cf2e2b995c585360d236c","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE COMPUTER GRAPHICS AND APPLICATIONS (ONLINE), vol. 37 (issue 5), pp. 28-39","raw_type":"Journal article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W126131786","https://openalex.org/W206739251","https://openalex.org/W648076884","https://openalex.org/W1004373468","https://openalex.org/W1680797894","https://openalex.org/W2011968383","https://openalex.org/W2018770010","https://openalex.org/W2028031999","https://openalex.org/W2047257058","https://openalex.org/W2063666345","https://openalex.org/W2085989833","https://openalex.org/W2101234009","https://openalex.org/W2102128709","https://openalex.org/W2136317921","https://openalex.org/W2138517257","https://openalex.org/W2141115795","https://openalex.org/W2143394441","https://openalex.org/W2293886700","https://openalex.org/W2408920689","https://openalex.org/W2518978975","https://openalex.org/W2594610902","https://openalex.org/W2951911250","https://openalex.org/W4206723194","https://openalex.org/W4234163981","https://openalex.org/W6655195918","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2056314584","https://openalex.org/W1492505081","https://openalex.org/W1986633584","https://openalex.org/W2976807053","https://openalex.org/W184546935","https://openalex.org/W2909115059","https://openalex.org/W2943886396","https://openalex.org/W3203050224","https://openalex.org/W42414577","https://openalex.org/W3020745670"],"abstract_inverted_index":{"The":[0,68],"increasing":[1],"availability":[2],"and":[3],"use":[4],"of":[5,13,47,58],"positioning":[6],"devices":[7],"has":[8],"resulted":[9],"in":[10],"large":[11],"volumes":[12],"trajectory":[14,41],"data.":[15,49],"However,":[16],"semantic":[17,38],"annotations":[18,39],"for":[19],"such":[20],"data":[21,42],"are":[22],"typically":[23],"added":[24],"by":[25,43],"domain":[26],"experts,":[27],"which":[28],"is":[29],"a":[30],"time-consuming":[31],"task.":[32],"Machine-learning":[33],"algorithms":[34],"can":[35,54],"help":[36],"infer":[37],"from":[40,45],"learning":[44,52],"sets":[46],"labeled":[48],"Specifically,":[50],"active":[51],"approaches":[53],"minimize":[55],"the":[56],"set":[57],"trajectories":[59],"to":[60],"be":[61],"annotated":[62],"while":[63],"preserving":[64],"good":[65],"performance":[66],"measures.":[67],"ANALYTiC":[69],"web-based":[70],"interactive":[71],"tool":[72],"visually":[73],"guides":[74],"users":[75],"through":[76],"this":[77],"annotation":[78],"process.":[79]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
