{"id":"https://openalex.org/W4393970684","doi":"https://doi.org/10.1145/3640543.3645155","title":"DataDive: Supporting Readers' Contextualization of Statistical Statements with Data Exploration","display_name":"DataDive: Supporting Readers' Contextualization of Statistical Statements with Data Exploration","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4393970684","doi":"https://doi.org/10.1145/3640543.3645155"},"language":"en","primary_location":{"id":"doi:10.1145/3640543.3645155","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640543.3645155","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640543.3645155","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 29th 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://dl.acm.org/doi/pdf/10.1145/3640543.3645155","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034159265","display_name":"Hyunwoo Kim","orcid":"https://orcid.org/0000-0002-4923-6650"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyunwoo Kim","raw_affiliation_strings":["School of Computing, KAIST, Korea, Republic of"],"raw_orcid":"https://orcid.org/0000-0002-4923-6650","affiliations":[{"raw_affiliation_string":"School of Computing, KAIST, Korea, Republic of","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090731093","display_name":"Khanh Duy Le","orcid":"https://orcid.org/0009-0001-8457-6474"},"institutions":[{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Khanh Duy Le","raw_affiliation_strings":["Computer Science and Engineering, Ho Chi Minh City University of Technology, Viet Nam"],"raw_orcid":"https://orcid.org/0009-0001-8457-6474","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Ho Chi Minh City University of Technology, Viet Nam","institution_ids":["https://openalex.org/I47265099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003762882","display_name":"Gionnieve Lim","orcid":"https://orcid.org/0000-0002-8399-1633"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Gionnieve Lim","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-8399-1633","affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374581","display_name":"Dae Hyun Kim","orcid":"https://orcid.org/0000-0002-8657-9986"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dae Hyun Kim","raw_affiliation_strings":["Information &amp; Electronics Research Institute, KAIST, Korea, Republic of"],"raw_orcid":"https://orcid.org/0000-0002-8657-9986","affiliations":[{"raw_affiliation_string":"Information &amp; Electronics Research Institute, KAIST, Korea, Republic of","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103152937","display_name":"Yoo Jin Hong","orcid":"https://orcid.org/0009-0005-5961-4642"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yoo Jin Hong","raw_affiliation_strings":["School of Computing, KAIST, Korea, Republic of"],"raw_orcid":"https://orcid.org/0009-0005-5961-4642","affiliations":[{"raw_affiliation_string":"School of Computing, KAIST, Korea, Republic of","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079709359","display_name":"Juho Kim","orcid":"https://orcid.org/0000-0001-6348-4127"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Juho Kim","raw_affiliation_strings":["School of Computing, KAIST, Korea, Republic of"],"raw_orcid":"https://orcid.org/0000-0001-6348-4127","affiliations":[{"raw_affiliation_string":"School of Computing, KAIST, Korea, Republic of","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034159265"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":1.6665,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8442627,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"623","last_page":"639"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9979000091552734,"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":0.9979000091552734,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9937999844551086,"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/T11875","display_name":"Statistics Education and Methodologies","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7714786529541016},{"id":"https://openalex.org/keywords/contextualization","display_name":"Contextualization","score":0.7183910608291626},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5683601498603821},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5130240321159363},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.5020878314971924},{"id":"https://openalex.org/keywords/data-exploration","display_name":"Data exploration","score":0.4750756621360779},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.4246426522731781},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.4177654981613159},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.41774994134902954},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41291293501853943},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3886624574661255},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.24738234281539917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19168752431869507}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7714786529541016},{"id":"https://openalex.org/C2780712339","wikidata":"https://www.wikidata.org/wiki/Q5165204","display_name":"Contextualization","level":3,"score":0.7183910608291626},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5683601498603821},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5130240321159363},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.5020878314971924},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.4750756621360779},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.4246426522731781},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4177654981613159},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.41774994134902954},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41291293501853943},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3886624574661255},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.24738234281539917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19168752431869507},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3640543.3645155","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640543.3645155","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640543.3645155","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 29th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3640543.3645155","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640543.3645155","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640543.3645155","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 29th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8597497049","display_name":null,"funder_award_id":"2021-0-01347","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"},{"id":"https://openalex.org/F4320324161","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393970684.pdf","grobid_xml":"https://content.openalex.org/works/W4393970684.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W591743112","https://openalex.org/W1983425941","https://openalex.org/W1990809386","https://openalex.org/W2007003795","https://openalex.org/W2049864431","https://openalex.org/W2064334644","https://openalex.org/W2068562326","https://openalex.org/W2083928261","https://openalex.org/W2098397175","https://openalex.org/W2108982845","https://openalex.org/W2109104042","https://openalex.org/W2119828234","https://openalex.org/W2131737623","https://openalex.org/W2143677795","https://openalex.org/W2157900633","https://openalex.org/W2159876113","https://openalex.org/W2237396823","https://openalex.org/W2274505579","https://openalex.org/W2288879543","https://openalex.org/W2296144800","https://openalex.org/W2396804222","https://openalex.org/W2406675876","https://openalex.org/W2516678343","https://openalex.org/W2534380090","https://openalex.org/W2589660030","https://openalex.org/W2590534375","https://openalex.org/W2751368487","https://openalex.org/W2752843814","https://openalex.org/W2788596952","https://openalex.org/W2795394572","https://openalex.org/W2897132999","https://openalex.org/W2899406304","https://openalex.org/W2904142705","https://openalex.org/W2941766203","https://openalex.org/W2963271501","https://openalex.org/W2963420691","https://openalex.org/W2963427688","https://openalex.org/W3009257998","https://openalex.org/W3014820286","https://openalex.org/W3035140194","https://openalex.org/W3086238459","https://openalex.org/W3093663147","https://openalex.org/W3093971100","https://openalex.org/W3123633262","https://openalex.org/W3127701756","https://openalex.org/W3147136710","https://openalex.org/W3161416197","https://openalex.org/W3162199296","https://openalex.org/W3163946644","https://openalex.org/W3207545688","https://openalex.org/W4220895811","https://openalex.org/W4225004658","https://openalex.org/W4244412586","https://openalex.org/W4283212951","https://openalex.org/W4287026930","https://openalex.org/W4287826606","https://openalex.org/W4288046023","https://openalex.org/W4301666938","https://openalex.org/W4306317703","https://openalex.org/W4307475971","https://openalex.org/W4313256688","https://openalex.org/W4362454930","https://openalex.org/W4366548996","https://openalex.org/W4366729084","https://openalex.org/W4383046915","https://openalex.org/W4383681506","https://openalex.org/W4384642600","https://openalex.org/W4385070384","https://openalex.org/W4385474071","https://openalex.org/W4386302758","https://openalex.org/W4387801290"],"related_works":["https://openalex.org/W2350702655","https://openalex.org/W4393970684","https://openalex.org/W2319685803","https://openalex.org/W2026012944","https://openalex.org/W2012207548","https://openalex.org/W2359486277","https://openalex.org/W2289334277","https://openalex.org/W2785984867","https://openalex.org/W2355334280","https://openalex.org/W3122113541"],"abstract_inverted_index":{"Statistical":[0],"statements":[1,26,51,69,145],"that":[2,133,140,160],"refer":[3],"to":[4,6,14,57,89,101,118,164,169,179],"data":[5,29,149,176],"support":[7],"narratives":[8],"or":[9],"claims":[10],"are":[11],"commonly":[12],"used":[13],"inform":[15],"readers":[16,31,72],"about":[17],"the":[18,39,46,71,102,110,121,180],"magnitude":[19],"of":[20,37,41,73,80,92,173],"social":[21],"issues.":[22],"While":[23],"contextualizing":[24,67],"statistical":[25,50,68,81,144,175],"with":[27,52,156],"relevant":[28,93,127,148],"supports":[30],"in":[32],"building":[33],"their":[34],"own":[35],"interpretation":[36],"statements,":[38,82],"complexity":[40],"finding":[42],"contextual":[43],"information":[44],"on":[45,77],"web":[47],"and":[48,95,124,137,146,168],"linking":[49],"it":[53],"impedes":[54],"readers\u2019":[55],"efforts":[56],"do":[58],"so.":[59],"We":[60],"present":[61],"DataDive,":[62],"an":[63,86],"interactive":[64],"tool":[65,84],"for":[66,70,107,150],"online":[74],"texts.":[75],"Based":[76],"users\u2019":[78],"selections":[79],"our":[83],"uses":[85],"LLM-powered":[87],"pipeline":[88],"generate":[90],"candidates":[91],"contexts":[94,106,167],"poses":[96],"them":[97],"as":[98,104],"guiding":[99],"questions":[100,139],"user":[103,111,122,154],"potential":[105],"exploration.":[108],"When":[109],"selects":[112],"a":[113,153],"question,":[114],"DataDive":[115,134,161],"employs":[116],"visualizations":[117],"further":[119],"help":[120],"compare":[123],"explore":[125,165],"contextually":[126],"data.":[128],"A":[129],"technical":[130],"evaluation":[131],"shows":[132],"generates":[135],"important":[136],"diverse":[138,166],"facilitate":[141],"exploration":[142],"around":[143],"retrieves":[147],"comparison.":[151],"Moreover,":[152],"study":[155],"21":[157],"participants":[158],"suggests":[159],"facilitates":[162],"users":[163],"be":[170],"more":[171],"aware":[172],"how":[174],"could":[177],"relate":[178],"text.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
