{"id":"https://openalex.org/W3012492726","doi":"https://doi.org/10.1109/tkde.2020.2981464","title":"Steerable Self-Driving Data Visualization","display_name":"Steerable Self-Driving Data Visualization","publication_year":2020,"publication_date":"2020-03-17","ids":{"openalex":"https://openalex.org/W3012492726","doi":"https://doi.org/10.1109/tkde.2020.2981464","mag":"3012492726"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2020.2981464","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2020.2981464","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Knowledge and Data Engineering","raw_type":"journal-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/A5100614732","display_name":"Yuyu Luo","orcid":"https://orcid.org/0000-0001-9530-3327"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyu Luo","raw_affiliation_strings":["Department of Computer Science, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9530-3327","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027616607","display_name":"Xuedi Qin","orcid":"https://orcid.org/0000-0003-0742-4861"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuedi Qin","raw_affiliation_strings":["Department of Computer Science, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0742-4861","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101797040","display_name":"Chengliang Chai","orcid":"https://orcid.org/0000-0001-8080-5594"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengliang Chai","raw_affiliation_strings":["Department of Computer Science, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8080-5594","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101824160","display_name":"Nan Tang","orcid":"https://orcid.org/0000-0003-2832-0295"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Nan Tang","raw_affiliation_strings":["Qatar Computing Research Institute, Hamad Bin Khalifa University, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0003-2832-0295","affiliations":[{"raw_affiliation_string":"Qatar Computing Research Institute, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100451576","display_name":"Guoliang Li","orcid":"https://orcid.org/0000-0002-1398-0621"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoliang Li","raw_affiliation_strings":["Department of Computer Science, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1398-0621","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100336575","display_name":"Wenbo Li","orcid":"https://orcid.org/0000-0002-3064-2114"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbo Li","raw_affiliation_strings":["Department of Computer Science, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3064-2114","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":2.2996,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.88906858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"34","issue":"1","first_page":"475","last_page":"490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9957000017166138,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/visualization","display_name":"Visualization","score":0.8881630897521973},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7458977699279785},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5990078449249268},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5779443979263306},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5455682873725891},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5175251364707947},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.42207443714141846},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32800477743148804},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09396648406982422}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8881630897521973},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7458977699279785},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5990078449249268},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5779443979263306},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5455682873725891},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5175251364707947},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.42207443714141846},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32800477743148804},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09396648406982422},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2020.2981464","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2020.2981464","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G797295151","display_name":null,"funder_award_id":"61521002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G831406350","display_name":null,"funder_award_id":"61925205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8539191751","display_name":"\u4f17\u5305\u6570\u636e\u5e93\u7684\u57fa\u7840\u7406\u8bba\u4e0e\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61632016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329777","display_name":"Beijing National Research Center For Information Science And Technology","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1591017069","https://openalex.org/W1961845056","https://openalex.org/W1990605847","https://openalex.org/W2038721957","https://openalex.org/W2097107378","https://openalex.org/W2102747382","https://openalex.org/W2113411758","https://openalex.org/W2120724560","https://openalex.org/W2132314908","https://openalex.org/W2132881639","https://openalex.org/W2143331230","https://openalex.org/W2152922709","https://openalex.org/W2155211665","https://openalex.org/W2156440763","https://openalex.org/W2257756289","https://openalex.org/W2274505579","https://openalex.org/W2340688302","https://openalex.org/W2585601698","https://openalex.org/W2585857961","https://openalex.org/W2611990000","https://openalex.org/W2794735654","https://openalex.org/W2795226127","https://openalex.org/W2798990443","https://openalex.org/W2891345706","https://openalex.org/W2954548380","https://openalex.org/W2963707382","https://openalex.org/W2966755025","https://openalex.org/W2991028016","https://openalex.org/W2996500300","https://openalex.org/W3032848711","https://openalex.org/W4230096730","https://openalex.org/W4242372420","https://openalex.org/W4251391716","https://openalex.org/W6677610358","https://openalex.org/W6682975109","https://openalex.org/W6732587627","https://openalex.org/W6732983178","https://openalex.org/W6749216537"],"related_works":["https://openalex.org/W2105200106","https://openalex.org/W1574055964","https://openalex.org/W2295030662","https://openalex.org/W4225274103","https://openalex.org/W2923661510","https://openalex.org/W2147893003","https://openalex.org/W1938514595","https://openalex.org/W2035418841","https://openalex.org/W2547096368","https://openalex.org/W2520625499"],"abstract_inverted_index":{"In":[0],"this":[1,69],"work,":[2],"we":[3,71],"present":[4],"a":[5,45],"self-driving":[6],"data":[7,90],"visualization":[8,26,36,50],"system,":[9],"calledDeepEye,":[10],"that":[11,53],"automatically":[12],"generates":[13],"and":[14,35,91],"recommends":[15],"visualizations":[16,32,62],"based":[17],"on":[18],"the":[19,41,54,65,78,95],"idea":[20],"ofvisualization":[21],"by":[22,59,76],"examples.We":[23],"propose":[24],"effective":[25],"recognition":[27],"techniques":[28,38],"to":[29,39,80],"decide":[30],"which":[31],"are":[33],"meaningful":[34],"ranking":[37],"rank":[40],"good":[42],"visualizations.":[43],"Furthermore,":[44],"main":[46],"challenge":[47],"of":[48,97],"automatic":[49],"system":[51],"is":[52],"users":[55],"may":[56],"be":[57,73],"misled":[58],"blindly":[60],"suggesting":[61],"without":[63],"knowing":[64],"user's":[66],"intent.":[67],"To":[68],"end,":[70],"extendDeepEyeto":[72],"easily":[74],"steerable":[75],"allowing":[77],"user":[79],"usekeyword":[81],"searchand":[82],"providing":[83],"click-basedfaceted":[84],"navigation.":[85],"Empirical":[86],"results,":[87],"using":[88],"real-life":[89],"use":[92],"cases,":[93],"verify":[94],"power":[96],"our":[98],"proposed":[99],"system.":[100]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}