{"id":"https://openalex.org/W4416017644","doi":"https://doi.org/10.1145/3746252.3761375","title":"Interactive Text-to-Visualization: Refining Visualization Outputs Through Natural Language User Feedback","display_name":"Interactive Text-to-Visualization: Refining Visualization Outputs Through Natural Language User Feedback","publication_year":2025,"publication_date":"2025-11-08","ids":{"openalex":"https://openalex.org/W4416017644","doi":"https://doi.org/10.1145/3746252.3761375"},"language":"en","primary_location":{"id":"doi:10.1145/3746252.3761375","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3746252.3761375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM International Conference on Information and Knowledge Management","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/A5006281996","display_name":"Xiaoyong Xiong","orcid":"https://orcid.org/0000-0002-6956-4272"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Xubang Xiong","raw_affiliation_strings":["The Hong Kong University of Science and Technology, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-6956-4272","affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049858061","display_name":"Raymond Chi-Wing Wong","orcid":"https://orcid.org/0000-0001-7045-6503"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Raymond Chi-Wing Wong","raw_affiliation_strings":["The Hong Kong University of Science and Technology, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0001-7045-6503","affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077688051","display_name":"Yuanfeng Song","orcid":"https://orcid.org/0000-0003-2221-9807"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuanfeng Song","raw_affiliation_strings":["AI Group, WeBank Co., Ltd, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2221-9807","affiliations":[{"raw_affiliation_string":"AI Group, WeBank Co., Ltd, Shenzhen, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006281996"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31727939,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3571","last_page":"3581"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9790999889373779,"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":0.9790999889373779,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.001500000013038516,"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"}},{"id":"https://openalex.org/T12377","display_name":"Digital Humanities and Scholarship","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7063000202178955},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.6351000070571899},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.5013999938964844},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4984999895095825},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4140999913215637},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.367000013589859},{"id":"https://openalex.org/keywords/data-manipulation-language","display_name":"Data manipulation language","score":0.35830000042915344},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.3472000062465668}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8564000129699707},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7063000202178955},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.6351000070571899},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.5013999938964844},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4984999895095825},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4433000087738037},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4140999913215637},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.367000013589859},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36399999260902405},{"id":"https://openalex.org/C56288433","wikidata":"https://www.wikidata.org/wiki/Q58673","display_name":"Data manipulation language","level":2,"score":0.35830000042915344},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3546000123023987},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.3472000062465668},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.33869999647140503},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.3361999988555908},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.32249999046325684},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.31790000200271606},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.30559998750686646},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3034000098705292},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.28700000047683716},{"id":"https://openalex.org/C60044698","wikidata":"https://www.wikidata.org/wiki/Q1283324","display_name":"Refining (metallurgy)","level":2,"score":0.28459998965263367},{"id":"https://openalex.org/C3020716817","wikidata":"https://www.wikidata.org/wiki/Q4132092","display_name":"Visual feedback","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C59656382","wikidata":"https://www.wikidata.org/wiki/Q191536","display_name":"Conjunction (astronomy)","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C137314826","wikidata":"https://www.wikidata.org/wiki/Q2330408","display_name":"Data mapping","level":2,"score":0.25929999351501465},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.25099998712539673}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3746252.3761375","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3746252.3761375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-167360","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-167360","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2097107378","https://openalex.org/W2123442489","https://openalex.org/W2143017621","https://openalex.org/W2274505579","https://openalex.org/W2534380090","https://openalex.org/W2803317679","https://openalex.org/W2890431379","https://openalex.org/W2963707382","https://openalex.org/W2970515629","https://openalex.org/W3081277912","https://openalex.org/W3168843540","https://openalex.org/W3174906424","https://openalex.org/W3213578841","https://openalex.org/W4248741877","https://openalex.org/W4283805041","https://openalex.org/W4290874921","https://openalex.org/W4295955103","https://openalex.org/W4382498938","https://openalex.org/W4385565383","https://openalex.org/W4396571402","https://openalex.org/W4396886508","https://openalex.org/W4400909566","https://openalex.org/W4401863780","https://openalex.org/W4402670103","https://openalex.org/W4410034792","https://openalex.org/W4413360201","https://openalex.org/W4413360304"],"related_works":[],"abstract_inverted_index":{"Data":[0],"visualization":[1],"(DV)":[2],"is":[3,77,93,104,138],"of":[4,22,160],"significance":[5],"to":[6,35,86,107],"the":[7,12,17,37,43,57,67,88,96,110,114,121,126,158],"data":[8,31],"analysis":[9],"applications,":[10],"exploring":[11],"hidden":[13],"patterns":[14],"and":[15,29,125,152],"showing":[16],"insightful":[18],"data.":[19],"The":[20,91],"task":[21],"Text-to-Vis,":[23],"which":[24,112],"takes":[25],"text":[26],"as":[27,50,95],"input":[28],"generates":[30],"visualizations,":[32],"was":[33],"proposed":[34],"lower":[36],"threshold":[38],"for":[39,65,140],"generating":[40],"DVs.":[41,69,90,128],"However,":[42],"existing":[44],"methods":[45],"only":[46],"view":[47],"this":[48,142],"problem":[49],"a":[51,73],"one-shot":[52],"mapping":[53],"problem,":[54,111],"directly":[55],"outputting":[56],"final":[58],"DVs":[59],"without":[60],"considering":[61],"any":[62],"user":[63,115],"feedback":[64,85,124],"refining":[66],"generated":[68,89,119],"Motivated":[70],"by":[71],"this,":[72],"more":[74],"interactive":[75],"scenario":[76,92],"investigated,":[78],"where":[79],"users":[80],"could":[81],"provide":[82],"natural":[83,122],"language":[84,123,131],"refine":[87],"formulated":[94],"Text-to-Vis":[97],"with":[98],"Feedback":[99],"problem.":[100],"A":[101,129],"new":[102],"dataset":[103],"also":[105],"created":[106],"further":[108],"study":[109],"contains":[113],"utterance,":[116],"database":[117],"schema,":[118],"DVs,":[120],"refined":[127],"large":[130],"model":[132],"(LLM)":[133],"based":[134],"framework":[135],"named":[136],"Vis-Edit":[137],"designed":[139],"handling":[141],"task,":[143],"including":[144],"schema":[145],"linking,":[146],"clause":[147,149],"location,":[148],"generation,":[150],"merger":[151],"self-consistency.":[153],"Eventually,":[154],"extensive":[155],"experiments":[156],"reveal":[157],"effectiveness":[159],"Vis-Edit.":[161]},"counts_by_year":[],"updated_date":"2025-11-08T23:25:12.792448","created_date":"2025-11-08T00:00:00"}
