{"id":"https://openalex.org/W7133303600","doi":"https://doi.org/10.1145/3742413.3789086","title":"Vistoryteller: Designing Data Stories with LLM Agent-Based Generation and Interactive User Control","display_name":"Vistoryteller: Designing Data Stories with LLM Agent-Based Generation and Interactive User Control","publication_year":2026,"publication_date":"2026-03-03","ids":{"openalex":"https://openalex.org/W7133303600","doi":"https://doi.org/10.1145/3742413.3789086"},"language":null,"primary_location":{"id":"doi:10.1145/3742413.3789086","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3742413.3789086","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3742413.3789086","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5127932038","display_name":"Yang Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Shi","raw_affiliation_strings":["Intelligent Big Data Visualization Lab, College of Design and Innovation, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Intelligent Big Data Visualization Lab, College of Design and Innovation, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127896300","display_name":"Chuyi Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuyi Zheng","raw_affiliation_strings":["Intelligent Big Data Visualization Lab, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Intelligent Big Data Visualization Lab, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101078412","display_name":"Zijian Yang","orcid":"https://orcid.org/0009-0006-3035-512X"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijian Yang","raw_affiliation_strings":["Intelligent Big Data Visualization Lab, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Intelligent Big Data Visualization Lab, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100665810","display_name":"Ke Xu","orcid":"https://orcid.org/0000-0002-2265-756X"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Xu","raw_affiliation_strings":["School of Intelligence Science and Technology, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Intelligence Science and Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5127962304","display_name":"Nan Cao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nan Cao","raw_affiliation_strings":["Intelligent Big Data Visualization Lab, Tongji College of Design and Innovation, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Intelligent Big Data Visualization Lab, Tongji College of Design and Innovation, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5127932038"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":80.8349,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.99755426,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1141","last_page":"1156"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.1826999932527542,"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"}},"topics":[{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.1826999932527542,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.05420000106096268,"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/T12031","display_name":"Speech and dialogue systems","score":0.046300001442432404,"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/narrative","display_name":"Narrative","score":0.7024999856948853},{"id":"https://openalex.org/keywords/storytelling","display_name":"Storytelling","score":0.5989999771118164},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5636000037193298},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.5340999960899353},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.5015000104904175},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.492000013589859},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4237000048160553}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7649000287055969},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.7024999856948853},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6481000185012817},{"id":"https://openalex.org/C2776538412","wikidata":"https://www.wikidata.org/wiki/Q989963","display_name":"Storytelling","level":3,"score":0.5989999771118164},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5636000037193298},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5340999960899353},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.5015000104904175},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.492000013589859},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4237000048160553},{"id":"https://openalex.org/C2779754051","wikidata":"https://www.wikidata.org/wiki/Q2903135","display_name":"Interactive storytelling","level":4,"score":0.38449999690055847},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.3797000050544739},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35249999165534973},{"id":"https://openalex.org/C2777098013","wikidata":"https://www.wikidata.org/wiki/Q5468626","display_name":"Foreknowledge","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2883000075817108},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.2524999976158142}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3742413.3789086","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3742413.3789086","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3742413.3789086","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3742413.3789086","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1633631835","https://openalex.org/W1980209219","https://openalex.org/W2087641817","https://openalex.org/W2124344619","https://openalex.org/W2157900633","https://openalex.org/W2194225532","https://openalex.org/W2899065734","https://openalex.org/W2900287891","https://openalex.org/W2969478830","https://openalex.org/W3092234597","https://openalex.org/W3103662468","https://openalex.org/W3160238711","https://openalex.org/W3162684935","https://openalex.org/W3173728943","https://openalex.org/W3175530221","https://openalex.org/W3203186943","https://openalex.org/W3204503550","https://openalex.org/W3206246857","https://openalex.org/W4221055872","https://openalex.org/W4225000481","https://openalex.org/W4225012671","https://openalex.org/W4297094587","https://openalex.org/W4297094715","https://openalex.org/W4300148139","https://openalex.org/W4302770601","https://openalex.org/W4309618214","https://openalex.org/W4385572830","https://openalex.org/W4387331350","https://openalex.org/W4387606775","https://openalex.org/W4387885711","https://openalex.org/W4387951806","https://openalex.org/W4389519889","https://openalex.org/W4396832564","https://openalex.org/W4404172209","https://openalex.org/W4404371576","https://openalex.org/W4406800520","https://openalex.org/W4407358683","https://openalex.org/W4408614440","https://openalex.org/W4409746180","https://openalex.org/W4409884786","https://openalex.org/W4410049523","https://openalex.org/W7133199979","https://openalex.org/W7133224126"],"related_works":[],"abstract_inverted_index":{"Data":[0],"stories":[1],"that":[2,84,166,170],"combine":[3],"data,":[4],"visualizations,":[5],"and":[6,15,31,37,51,63,104,132,137,159,182,185],"prose":[7],"are":[8],"widely":[9],"used":[10],"for":[11,127,141],"communication,":[12],"decision":[13],"making,":[14],"persuasion,":[16],"but":[17],"producing":[18],"them":[19],"typically":[20],"requires":[21],"coordinated":[22],"effort":[23],"across":[24,179],"specialized":[25,96],"roles":[26,103],"such":[27],"as":[28,47],"analysts,":[29],"scripters,":[30],"designers,":[32],"which":[33],"is":[34],"time":[35],"consuming":[36],"difficult":[38],"to":[39,61,101,108,145,149],"manage.":[40],"Existing":[41],"AI-assisted":[42],"methods":[43],"generally":[44],"treat":[45],"storytelling":[46],"a":[48,72,80,123,138,160],"single-agent":[49],"task":[50],"offer":[52],"only":[53],"coarse,":[54],"global":[55],"controls,":[56],"limiting":[57],"an":[58],"author\u2019s":[59],"ability":[60],"preserve":[62,177],"shape":[64],"their":[65,106],"communication":[66],"intention":[67],"over":[68],"the":[69,86,150],"course":[70],"of":[71,88],"narrative.":[73],"In":[74],"this":[75],"work,":[76],"we":[77],"present":[78],"Vistoryteller,":[79],"multi-agent":[81],"authoring":[82],"system":[83],"models":[85],"division":[87],"labor":[89],"found":[90],"in":[91],"human":[92],"teams":[93],"by":[94],"assigning":[95],"large":[97],"language":[98],"model":[99],"agents":[100,147],"complementary":[102,121],"orchestrating":[105],"interactions":[107],"generate":[109],"cohesive,":[110],"intention-aligned":[111],"data":[112],"stories.":[113],"Vistoryteller":[114,154,167],"supports":[115],"fine-grained":[116],"authorial":[117],"control":[118,126],"through":[119],"two":[120,156],"mechanisms:":[122],"sketch-based":[124],"tension-flow":[125],"specifying":[128],"how":[129],"thematic":[130],"emphasis":[131],"narrative":[133],"tension":[134],"should":[135],"evolve,":[136],"conversational":[139],"interface":[140],"issuing":[142],"localized":[143],"directives":[144],"individual":[146],"or":[148],"team.":[151],"We":[152],"evaluate":[153],"with":[155,174],"controlled":[157],"experiments":[158],"qualitative":[161],"user":[162,175],"study.":[163],"Results":[164],"show":[165],"generates":[168],"narratives":[169],"align":[171],"more":[172],"closely":[173],"intentions,":[176],"coherence":[178],"agent":[180],"contributions,":[181],"surface":[183],"diverse":[184],"expressive":[186],"insights.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2026-03-04T00:00:00"}