{"id":"https://openalex.org/W2951295732","doi":"https://doi.org/10.1109/mcg.2018.2881502","title":"Personalized Sketch-Based Brushing in Scatterplots","display_name":"Personalized Sketch-Based Brushing in Scatterplots","publication_year":2019,"publication_date":"2019-06-18","ids":{"openalex":"https://openalex.org/W2951295732","doi":"https://doi.org/10.1109/mcg.2018.2881502","mag":"2951295732","pmid":"https://pubmed.ncbi.nlm.nih.gov/31226058"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2018.2881502","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2018.2881502","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":"https://hdl.handle.net/11250/2722776","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047733171","display_name":"Chaoran Fan","orcid":"https://orcid.org/0000-0003-4338-0755"},"institutions":[{"id":"https://openalex.org/I4432739","display_name":"University of Bergen","ror":"https://ror.org/03zga2b32","country_code":"NO","type":"education","lineage":["https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Chaoran Fan","raw_affiliation_strings":["University of Bergen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bergen","institution_ids":["https://openalex.org/I4432739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000755776","display_name":"Helwig Hauser","orcid":"https://orcid.org/0000-0003-0395-3192"},"institutions":[{"id":"https://openalex.org/I4432739","display_name":"University of Bergen","ror":"https://ror.org/03zga2b32","country_code":"NO","type":"education","lineage":["https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Helwig Hauser","raw_affiliation_strings":["University of Bergen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bergen","institution_ids":["https://openalex.org/I4432739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4432739"],"apc_list":{"value":2995,"currency":"USD","value_usd":2995},"apc_paid":null,"fwci":0.5801,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68536238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"39","issue":"4","first_page":"28","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9976000189781189,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9976000189781189,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9965999722480774,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.996399998664856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8247261047363281},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.697494387626648},{"id":"https://openalex.org/keywords/retraining","display_name":"Retraining","score":0.6443964242935181},{"id":"https://openalex.org/keywords/tooth-brushing","display_name":"Tooth brushing","score":0.5588690042495728},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4283410608768463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40408623218536377},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35355308651924133},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.29412662982940674},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07041841745376587}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8247261047363281},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.697494387626648},{"id":"https://openalex.org/C2778712577","wikidata":"https://www.wikidata.org/wiki/Q3505966","display_name":"Retraining","level":2,"score":0.6443964242935181},{"id":"https://openalex.org/C2781031783","wikidata":"https://www.wikidata.org/wiki/Q93935","display_name":"Tooth brushing","level":4,"score":0.5588690042495728},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4283410608768463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40408623218536377},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35355308651924133},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29412662982940674},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07041841745376587},{"id":"https://openalex.org/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C2777892068","wikidata":"https://www.wikidata.org/wiki/Q134205","display_name":"Toothbrush","level":3,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C16108499","wikidata":"https://www.wikidata.org/wiki/Q1713927","display_name":"Brush","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mcg.2018.2881502","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2018.2881502","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:31226058","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31226058","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":"Journal Article"},{"id":"pmh:oai:bora.uib.no:11250/2722776","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/2722776","pdf_url":null,"source":{"id":"https://openalex.org/S7407064446","display_name":"NORA - Norwegian Open Research Archives","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","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:bora.uib.no:11250/2722776","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/2722776","pdf_url":null,"source":{"id":"https://openalex.org/S7407064446","display_name":"NORA - Norwegian Open Research Archives","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","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.550000011920929,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W88051974","https://openalex.org/W197865394","https://openalex.org/W1497740227","https://openalex.org/W2013073142","https://openalex.org/W2112796928","https://openalex.org/W2116360511","https://openalex.org/W2144988340","https://openalex.org/W2145800914","https://openalex.org/W2163605009","https://openalex.org/W2164038168","https://openalex.org/W2165698076","https://openalex.org/W2171073562","https://openalex.org/W2400274655","https://openalex.org/W2414613417","https://openalex.org/W2752991534","https://openalex.org/W2769850031","https://openalex.org/W2815772147","https://openalex.org/W2914331073","https://openalex.org/W2914973542","https://openalex.org/W4206723194","https://openalex.org/W4233881202","https://openalex.org/W4242628327","https://openalex.org/W6681559314","https://openalex.org/W6684191040","https://openalex.org/W6746276249"],"related_works":["https://openalex.org/W3106945349","https://openalex.org/W3131073374","https://openalex.org/W2983439719","https://openalex.org/W2600707098","https://openalex.org/W2173085466","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W2563078508","https://openalex.org/W4224009465","https://openalex.org/W2788172935"],"abstract_inverted_index":{"Brushing":[0],"is":[1,16,63],"at":[2],"the":[3,26,46,57,80,85,101,112],"heart":[4],"of":[5,51,121,134],"most":[6],"modern":[7],"visual":[8],"analytics":[9],"solutions":[10],"and":[11,13,23,100],"effective":[12],"efficient":[14],"brushing":[15,36,48,54,60,86,98],"crucial":[17],"for":[18,66],"successful":[19],"interactive":[20],"data":[21,107],"exploration":[22],"analysis.":[24],"As":[25],"user":[27,81],"plays":[28],"a":[29,96,109,126,131],"central":[30],"role":[31],"in":[32,119],"brushing,":[33],"several":[34],"data-driven":[35],"tools":[37],"have":[38],"been":[39],"designed":[40],"that":[41,78,104],"are":[42],"based":[43,129],"on":[44,130],"predicting":[45],"user's":[47],"goal.":[49],"All":[50],"these":[52],"general":[53],"models":[55],"learn":[56],"users'":[58],"average":[59],"preference,":[61],"which":[62],"not":[64],"optimal":[65],"every":[67],"single":[68],"user.":[69],"In":[70],"this":[71,93],"paper,":[72],"we":[73],"propose":[74],"an":[75],"innovative":[76],"framework":[77,94],"offers":[79],"opportunities":[82],"to":[83,125],"improve":[84],"technique":[87,99],"while":[88],"using":[89],"it.":[90],"We":[91],"realized":[92],"with":[95,105],"CNN-based":[97],"result":[102],"shows":[103],"additional":[106],"from":[108],"particular":[110],"user,":[111],"model":[113,128],"can":[114],"be":[115],"refined":[116],"(better":[117],"performance":[118],"terms":[120],"accuracy),":[122],"eventually":[123],"converging":[124],"personalized":[127],"moderate":[132],"amount":[133],"retraining.":[135]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-09-03T10:48:47.769340","created_date":"2025-10-10T00:00:00"}
