{"id":"https://openalex.org/W4387606298","doi":"https://doi.org/10.1145/3584931.3607492","title":"ConvXAI : Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing","display_name":"ConvXAI : Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing","publication_year":2023,"publication_date":"2023-10-13","ids":{"openalex":"https://openalex.org/W4387606298","doi":"https://doi.org/10.1145/3584931.3607492"},"language":"en","primary_location":{"id":"doi:10.1145/3584931.3607492","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3584931.3607492","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3584931.3607492","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Supported Cooperative Work and Social Computing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3584931.3607492","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101501252","display_name":"Hua Shen","orcid":"https://orcid.org/0000-0002-4928-525X"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]},{"id":"https://openalex.org/I4210111179","display_name":"Michigan United","ror":"https://ror.org/0291ys696","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210111179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hua Shen","raw_affiliation_strings":["School of Information, University of Michigan, United States and College of Information Sciences and Technology, Pennsylvania State University, USA"],"raw_orcid":"https://orcid.org/0000-0002-4928-525X","affiliations":[{"raw_affiliation_string":"School of Information, University of Michigan, United States and College of Information Sciences and Technology, Pennsylvania State University, USA","institution_ids":["https://openalex.org/I130769515","https://openalex.org/I27837315","https://openalex.org/I4210111179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102729368","display_name":"Chieh-Yang Huang","orcid":"https://orcid.org/0009-0001-6736-9959"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chieh-Yang Huang","raw_affiliation_strings":["College of Information Sciences and Technology, Pennsylvania State University, United States"],"raw_orcid":"https://orcid.org/0009-0001-6736-9959","affiliations":[{"raw_affiliation_string":"College of Information Sciences and Technology, Pennsylvania State University, United States","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004225142","display_name":"Tongshuang Wu","orcid":"https://orcid.org/0000-0003-1630-0588"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tongshuang Wu","raw_affiliation_strings":["Human-Computer Interaction Institute, Carnegie Mellon University, United States"],"raw_orcid":"https://orcid.org/0000-0003-1630-0588","affiliations":[{"raw_affiliation_string":"Human-Computer Interaction Institute, Carnegie Mellon University, United States","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083675499","display_name":"Ting-Hao Huang","orcid":"https://orcid.org/0000-0001-7021-4627"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ting-Hao Kenneth Huang","raw_affiliation_strings":["College of Information Sciences and Technology, Pennsylvania State University, United States"],"raw_orcid":"https://orcid.org/0000-0001-7021-4627","affiliations":[{"raw_affiliation_string":"College of Information Sciences and Technology, Pennsylvania State University, United States","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.7117,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.98087345,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"384","last_page":"387"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9975000023841858,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9975000023841858,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/computer-science","display_name":"Computer science","score":0.7400116324424744},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6261565089225769},{"id":"https://openalex.org/keywords/formative-assessment","display_name":"Formative assessment","score":0.6152592301368713},{"id":"https://openalex.org/keywords/scientific-writing","display_name":"Scientific writing","score":0.46462589502334595},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4497350752353668},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3383031487464905},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.20362216234207153},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.13154831528663635},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11943879723548889}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7400116324424744},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6261565089225769},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.6152592301368713},{"id":"https://openalex.org/C2778949450","wikidata":"https://www.wikidata.org/wiki/Q1965486","display_name":"Scientific writing","level":2,"score":0.46462589502334595},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4497350752353668},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3383031487464905},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.20362216234207153},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.13154831528663635},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11943879723548889},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3584931.3607492","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3584931.3607492","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3584931.3607492","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Supported Cooperative Work and Social Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3584931.3607492","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3584931.3607492","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3584931.3607492","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Supported Cooperative Work and Social Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387606298.pdf","grobid_xml":"https://content.openalex.org/works/W4387606298.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2747329762","https://openalex.org/W2999765337","https://openalex.org/W3091962337","https://openalex.org/W3104847483","https://openalex.org/W4285310310"],"related_works":["https://openalex.org/W609482051","https://openalex.org/W4386050096","https://openalex.org/W3199325201","https://openalex.org/W2792035366","https://openalex.org/W2360976019","https://openalex.org/W2351166673","https://openalex.org/W2390109066","https://openalex.org/W2349355552","https://openalex.org/W2002537515","https://openalex.org/W2410921486"],"abstract_inverted_index":{"Despite":[0],"a":[1,92],"surge":[2],"collection":[3],"of":[4,26],"XAI":[5,28,41],"methods,":[6],"users":[7],"still":[8],"struggle":[9],"to":[10],"obtain":[11],"required":[12],"AI":[13,77],"explanations.":[14],"Previous":[15],"research":[16],"suggests":[17],"chatbots":[18],"as":[19],"dynamic":[20],"solutions,":[21],"but":[22],"the":[23,106],"effective":[24],"design":[25,58],"conversational":[27],"agents":[29],"for":[30,42,79,115],"practical":[31,107],"human":[32,49,108],"needs":[33],"remains":[34],"under-explored.":[35],"This":[36],"paper":[37,103],"focuses":[38],"on":[39,95],"Conversational":[40],"AI-assisted":[43],"scientific":[44,80,116],"writing":[45,81,100],"tasks.":[46],"Drawing":[47],"from":[48],"linguistic":[50],"theories":[51],"and":[52,99],"formative":[53],"studies,":[54],"we":[55],"identify":[56],"four":[57],"rationales:":[59],"\u201cmultifaceted\u201d,":[60],"\u201ccontrollability\u201d,":[61],"\u201cmix-initiative\u201d,":[62],"\u201ccontext-aware":[63],"drill-down\u201d.":[64],"We":[65],"incorporate":[66],"them":[67],"into":[68],"an":[69],"interactive":[70],"prototype,":[71],"ConvXAI":[72,90,114],"1,":[73],"which":[74],"facilitates":[75],"heterogeneous":[76],"explanations":[78],"through":[82],"dialogue.":[83],"In":[84],"two":[85],"studies":[86],"with":[87,113],"21":[88],"users,":[89],"outperforms":[91],"GUI-based":[93],"baseline":[94],"improving":[96],"human-perceived":[97],"understanding":[98],"improvement.":[101],"The":[102],"further":[104],"discusses":[105],"usage":[109],"patterns":[110],"in":[111],"interacting":[112],"co-writing2.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":3}],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2025-10-10T00:00:00"}
