{"id":"https://openalex.org/W3214778087","doi":"https://doi.org/10.1109/tvcg.2021.3131824","title":"RCMVis: A Visual Analytics System for Route Choice Modeling","display_name":"RCMVis: A Visual Analytics System for Route Choice Modeling","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W3214778087","doi":"https://doi.org/10.1109/tvcg.2021.3131824","mag":"3214778087","pmid":"https://pubmed.ncbi.nlm.nih.gov/34851827"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2021.3131824","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2021.3131824","pdf_url":"https://ieeexplore.ieee.org/ielx7/2945/10032251/09632413.pdf","source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/2945/10032251/09632413.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"DongHwa Shin","orcid":"https://orcid.org/0000-0001-9460-809X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"DongHwa Shin","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-9460-809X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University, Seoul, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jaemin Jo","orcid":"https://orcid.org/0000-0002-5207-6010"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaemin Jo","raw_affiliation_strings":["College of Computing and Informatics, Sungkyunkwan University, Suwon, Gyeonggi-do, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-5207-6010","affiliations":[{"raw_affiliation_string":"College of Computing and Informatics, Sungkyunkwan University, Suwon, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bohyoung Kim","orcid":"https://orcid.org/0000-0002-2183-5651"},"institutions":[{"id":"https://openalex.org/I83436808","display_name":"Hankuk University of Foreign Studies","ror":"https://ror.org/051q2m369","country_code":"KR","type":"education","lineage":["https://openalex.org/I83436808"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Bohyoung Kim","raw_affiliation_strings":["Division of Biomedical Engineering, Hankuk University of Foreign Studies, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-2183-5651","affiliations":[{"raw_affiliation_string":"Division of Biomedical Engineering, Hankuk University of Foreign Studies, Seoul, South Korea","institution_ids":["https://openalex.org/I83436808"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hyunjoo Song","orcid":"https://orcid.org/0000-0002-4931-2940"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunjoo Song","raw_affiliation_strings":["School of Computer Science and Engineering, Soongsil University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-4931-2940","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Soongsil University, Seoul, South Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shin-Hyung Cho","orcid":"https://orcid.org/0000-0001-6499-1497"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shin-Hyung Cho","raw_affiliation_strings":["School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6499-1497","affiliations":[{"raw_affiliation_string":"School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jinwook Seo","orcid":"https://orcid.org/0000-0002-7734-822X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jinwook Seo","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-7734-822X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University, Seoul, South Korea","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4851,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.6613603,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"29","issue":"3","first_page":"1799","last_page":"1817"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.694100022315979,"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/T10799","display_name":"Data Visualization and Analytics","score":0.694100022315979,"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/T11106","display_name":"Data Management and Algorithms","score":0.08919999748468399,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.04270000010728836,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.8141000270843506},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6226999759674072},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.6089000105857849},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5076000094413757},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5020999908447266},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4657000005245209},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.44929999113082886},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.44440001249313354},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43059998750686646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8220000267028809},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.8141000270843506},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6226999759674072},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6089000105857849},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5076000094413757},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5020999908447266},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4657000005245209},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4560000002384186},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.44929999113082886},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44760000705718994},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.44440001249313354},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43059998750686646},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.42820000648498535},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4230000078678131},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40869998931884766},{"id":"https://openalex.org/C157085824","wikidata":"https://www.wikidata.org/wiki/Q2384809","display_name":"TRIPS architecture","level":2,"score":0.4025999903678894},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.36899998784065247},{"id":"https://openalex.org/C105002631","wikidata":"https://www.wikidata.org/wiki/Q4833645","display_name":"Subject-matter expert","level":3,"score":0.350600004196167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3472999930381775},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.32670000195503235},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.31679999828338623},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.29010000824928284},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2759999930858612},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.2685999870300293},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C92548554","wikidata":"https://www.wikidata.org/wiki/Q2262868","display_name":"Domain model","level":3,"score":0.2567000091075897},{"id":"https://openalex.org/C2777055276","wikidata":"https://www.wikidata.org/wiki/Q7936580","display_name":"Visual approach","level":2,"score":0.2515000104904175}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2021.3131824","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2021.3131824","pdf_url":"https://ieeexplore.ieee.org/ielx7/2945/10032251/09632413.pdf","source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:34851827","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34851827","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 transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/tvcg.2021.3131824","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2021.3131824","pdf_url":"https://ieeexplore.ieee.org/ielx7/2945/10032251/09632413.pdf","source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1194075801","display_name":null,"funder_award_id":"NRF-2019R1A2C1088900","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G500014905","display_name":null,"funder_award_id":"2019R1A2C2089062","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6481405720","display_name":null,"funder_award_id":"NRF-2019R1A2C2089062","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321227","display_name":"Hankuk University of Foreign Studies","ror":"https://ror.org/051q2m369"},{"id":"https://openalex.org/F4320321292","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3214778087.pdf","grobid_xml":"https://content.openalex.org/works/W3214778087.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W123430343","https://openalex.org/W884650706","https://openalex.org/W1859757623","https://openalex.org/W1964811435","https://openalex.org/W1973063495","https://openalex.org/W1974061452","https://openalex.org/W1987971958","https://openalex.org/W1988726303","https://openalex.org/W2021705019","https://openalex.org/W2023132252","https://openalex.org/W2062037128","https://openalex.org/W2063989480","https://openalex.org/W2068402275","https://openalex.org/W2073800769","https://openalex.org/W2083620785","https://openalex.org/W2103927771","https://openalex.org/W2114313114","https://openalex.org/W2152621157","https://openalex.org/W2153553545","https://openalex.org/W2153940791","https://openalex.org/W2166771065","https://openalex.org/W2176149189","https://openalex.org/W2462625002","https://openalex.org/W2495571292","https://openalex.org/W2588141400","https://openalex.org/W2605190822","https://openalex.org/W2771765052","https://openalex.org/W2805444673","https://openalex.org/W2884652771","https://openalex.org/W2908582416","https://openalex.org/W2952568980","https://openalex.org/W2962540522","https://openalex.org/W3080570305","https://openalex.org/W4251436587","https://openalex.org/W4253146724","https://openalex.org/W6773020629"],"related_works":[],"abstract_inverted_index":{"We":[0],"present":[1],"RCMVis,":[2],"a":[3,54,91,134,139,194],"visual":[4,55],"analytics":[5,56],"system":[6,145],"to":[7,16,97,115,146,149,214,221],"support":[8,157,186],"interactive":[9,66],"Route":[10,59],"Choice":[11,60],"Modeling":[12],"analysis.":[13],"It":[14],"aims":[15],"model":[17,142,150,164,178],"which":[18,234],"characteristics":[19],"of":[20,28,93,124,244],"routes,":[21],"such":[22],"as":[23],"distance":[24],"and":[25,36,71,89,118,138,163,175,197,230],"the":[26,41,74,129,168,177,182,187,216,238,245],"number":[27],"traffic":[29],"lights,":[30],"affect":[31,40],"travelers'":[32],"route":[33,151],"choice":[34,42,152],"behaviors":[35,153],"how":[37],"much":[38],"they":[39,95,227],"during":[43],"their":[44,125],"trips.":[45],"Through":[46],"close":[47],"collaboration":[48],"with":[49,109,156,199],"domain":[50,200,203],"experts,":[51],"we":[52,77,103,132,171,192],"designed":[53],"framework":[57,63],"for":[58,158],"Modeling.":[61],"The":[62,202],"supports":[64],"three":[65],"analysis":[67],"stages:":[68],"exploration,":[69],"modeling,":[70],"reasoning.":[72],"In":[73,128,225],"exploration":[75],"stage,":[76,131,170],"help":[78,172],"analysts":[79,114,148,173],"interactively":[80],"explore":[81,215],"trip":[82],"data":[83,94,235],"from":[84,154,208],"multiple":[85,106],"origin-destination":[86],"(OD)":[87],"pairs":[88,121],"choose":[90],"subset":[92],"want":[96],"focus":[98],"on.":[99],"To":[100],"this":[101],"end,":[102],"provide":[104],"coordinated":[105],"OD":[107,120],"views":[108],"different":[110],"foci":[111],"that":[112,184],"allow":[113],"inspect,":[116],"rank,":[117],"compare":[119],"in":[122,167],"terms":[123],"multidimensional":[126],"attributes.":[127],"modeling":[130,188,210,239],"integrate":[133],"k-medoids":[135],"clustering":[136],"method":[137],"path-size":[140],"logit":[141],"into":[143,233],"our":[144],"enable":[147],"trips":[155,183],"feature":[159],"selection,":[160],"hyperparameter":[161,217],"tuning,":[162],"comparison.":[165],"Finally,":[166],"reasoning":[169],"rationalize":[174],"refine":[176],"by":[179],"selectively":[180],"inspecting":[181],"strongly":[185],"result.":[189],"For":[190],"evaluation,":[191],"conducted":[193],"case":[195],"study":[196],"interviews":[198],"experts.":[201],"experts":[204],"discovered":[205],"unexpected":[206],"insights":[207,232],"numerous":[209],"results,":[211],"allowing":[212],"them":[213],"space":[218],"more":[219],"effectively":[220],"gain":[222],"better":[223],"results.":[224],"addition,":[226],"gained":[228],"OD-":[229],"road-level":[231],"mainly":[236],"supported":[237],"result,":[240],"enabling":[241],"further":[242],"discussion":[243],"model.":[246]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2021-12-06T00:00:00"}
