{"id":"https://openalex.org/W4396833019","doi":"https://doi.org/10.1145/3613904.3642865","title":"OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines","display_name":"OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines","publication_year":2024,"publication_date":"2024-05-11","ids":{"openalex":"https://openalex.org/W4396833019","doi":"https://doi.org/10.1145/3613904.3642865"},"language":"en","primary_location":{"id":"doi:10.1145/3613904.3642865","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642865","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642865","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","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/10.1145/3613904.3642865","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027441066","display_name":"Fengjie Wang","orcid":"https://orcid.org/0000-0002-3267-9324"},"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"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Fengjie Wang","raw_affiliation_strings":["College of Computer Science, Sichuan University, China and Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-3267-9324","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, China and Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I24185976","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023888935","display_name":"Yanna Lin","orcid":"https://orcid.org/0000-0003-3730-0827"},"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":"Yanna Lin","raw_affiliation_strings":["Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0003-3730-0827","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005109197","display_name":"Leni Yang","orcid":"https://orcid.org/0000-0003-4527-4905"},"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":"Leni Yang","raw_affiliation_strings":["Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0003-4527-4905","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397330","display_name":"Haotian Li","orcid":"https://orcid.org/0000-0001-9547-3449"},"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":"Haotian Li","raw_affiliation_strings":["Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0001-9547-3449","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094168470","display_name":"Mingyang Gu","orcid":"https://orcid.org/0009-0000-9483-0520"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyang Gu","raw_affiliation_strings":["College of Computer Science, Sichuan University, China"],"raw_orcid":"https://orcid.org/0009-0000-9483-0520","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050314106","display_name":"Min Zhu","orcid":"https://orcid.org/0000-0002-5664-1558"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhu","raw_affiliation_strings":["College of Computer Science, Sichuan University, China"],"raw_orcid":"https://orcid.org/0000-0002-5664-1558","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091466289","display_name":"Huamin Qu","orcid":"https://orcid.org/0000-0002-3344-9694"},"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":"Huamin Qu","raw_affiliation_strings":["Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-3344-9694","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9987999796867371,"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":0.9987999796867371,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9944000244140625,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision 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":0.8150491118431091},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.7985156774520874},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.7301429510116577},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.7273221015930176},{"id":"https://openalex.org/keywords/ask-price","display_name":"Ask price","score":0.5666729211807251},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5117616653442383},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4455801844596863},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.38004282116889954},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3691238462924957},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20852547883987427}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8150491118431091},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.7985156774520874},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7301429510116577},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.7273221015930176},{"id":"https://openalex.org/C90329073","wikidata":"https://www.wikidata.org/wiki/Q914232","display_name":"Ask price","level":2,"score":0.5666729211807251},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5117616653442383},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4455801844596863},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38004282116889954},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3691238462924957},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20852547883987427},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3613904.3642865","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642865","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642865","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-138657","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-138657","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":{"id":"doi:10.1145/3613904.3642865","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642865","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642865","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396833019.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W197021961","https://openalex.org/W1509072728","https://openalex.org/W2089677625","https://openalex.org/W2129987023","https://openalex.org/W2182687482","https://openalex.org/W2557007068","https://openalex.org/W2579759411","https://openalex.org/W2610517421","https://openalex.org/W2784241156","https://openalex.org/W2796040126","https://openalex.org/W2890114759","https://openalex.org/W2911396267","https://openalex.org/W2940731426","https://openalex.org/W2941232686","https://openalex.org/W2941629559","https://openalex.org/W2941766203","https://openalex.org/W2969478830","https://openalex.org/W2971160629","https://openalex.org/W2971482793","https://openalex.org/W3004171840","https://openalex.org/W3011590361","https://openalex.org/W3012094108","https://openalex.org/W3029504795","https://openalex.org/W3031050156","https://openalex.org/W3088281844","https://openalex.org/W3092425241","https://openalex.org/W3103019052","https://openalex.org/W3121784008","https://openalex.org/W3127102982","https://openalex.org/W3157506384","https://openalex.org/W3161042817","https://openalex.org/W3162071453","https://openalex.org/W3162449204","https://openalex.org/W3195895315","https://openalex.org/W3199400376","https://openalex.org/W3201699561","https://openalex.org/W3202191909","https://openalex.org/W3206153464","https://openalex.org/W4220800050","https://openalex.org/W4221143046","https://openalex.org/W4221164056","https://openalex.org/W4226018502","https://openalex.org/W4226542541","https://openalex.org/W4285338239","https://openalex.org/W4288762604","https://openalex.org/W4312620238","https://openalex.org/W4318464200","https://openalex.org/W4320087033","https://openalex.org/W4323651262","https://openalex.org/W4366548919","https://openalex.org/W4366550073","https://openalex.org/W4387934945","https://openalex.org/W6982728064"],"related_works":["https://openalex.org/W2168627904","https://openalex.org/W2515552481","https://openalex.org/W156769215","https://openalex.org/W1570348318","https://openalex.org/W2015444353","https://openalex.org/W3013494979","https://openalex.org/W4389670110","https://openalex.org/W4308101915","https://openalex.org/W2495546752","https://openalex.org/W2011311868"],"abstract_inverted_index":{"Computational":[0],"notebooks":[1,18],"are":[2],"widely":[3,80],"utilized":[4],"for":[5,29],"exploration":[6],"and":[7,22,45,70,79,88,123,138,147],"analysis.":[8],"However,":[9],"creating":[10],"slides":[11,31,69,103],"to":[12,57],"communicate":[13],"analysis":[14],"results":[15],"from":[16,32,49,104,141],"these":[17],"is":[19],"quite":[20],"tedious":[21],"time-consuming.":[23],"Researchers":[24],"have":[25],"proposed":[26],"automatic":[27],"systems":[28,54],"generating":[30],"notebooks,":[33],"which,":[34],"however,":[35],"often":[36],"do":[37],"not":[38],"consider":[39],"the":[40,61,77,110,121,136,142],"process":[41],"of":[42],"users":[43,56],"conceiving":[44],"organizing":[46],"their":[47],"messages":[48],"massive":[50],"code":[51],"cells.":[52],"Those":[53],"ask":[55],"go":[58],"directly":[59],"into":[60,126],"slide":[62,82,98,106,127],"creation":[63,83,99],"process,":[64],"which":[65],"causes":[66],"potentially":[67],"ill-structured":[68],"burdens":[71],"in":[72],"further":[73],"refinement.":[74],"Inspired":[75],"by":[76,109],"common":[78],"recommended":[81],"practice:":[84],"drafting":[85],"outlines":[86,122],"first":[87],"then":[89],"adding":[90],"concrete":[91],"content,":[92],"we":[93],"introduce":[94],"OutlineSpark,":[95],"an":[96],"AI-powered":[97],"tool":[100,113],"that":[101],"generates":[102],"a":[105],"outline":[107],"written":[108],"user.":[111],"The":[112],"automatically":[114],"retrieves":[115],"relevant":[116],"notebook":[117],"cells":[118],"based":[119],"on":[120],"converts":[124],"them":[125],"content.":[128],"We":[129],"evaluated":[130],"OutlineSpark":[131],"with":[132],"12":[133],"users.":[134],"Both":[135],"quantitative":[137],"qualitative":[139],"feedback":[140],"participants":[143],"verify":[144],"its":[145],"effectiveness":[146],"usability.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}