{"id":"https://openalex.org/W7114999372","doi":"https://doi.org/10.1145/3757374.3771458","title":"See, Sense, Spark: Profiling Granularity in Proactive AI for Creative Research Ideation","display_name":"See, Sense, Spark: Profiling Granularity in Proactive AI for Creative Research Ideation","publication_year":2025,"publication_date":"2025-12-13","ids":{"openalex":"https://openalex.org/W7114999372","doi":"https://doi.org/10.1145/3757374.3771458"},"language":null,"primary_location":{"id":"doi:10.1145/3757374.3771458","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3757374.3771458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SIGGRAPH Asia 2025 Posters","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":null,"display_name":"Gahui Kim","orcid":"https://orcid.org/0009-0007-9822-4203"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Gahui Kim","raw_affiliation_strings":["Sungkyunkwan University, Seoul, Republic of Korea and Immersive media engineering, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, Republic of Korea and Immersive media engineering, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yebom Choi","orcid":"https://orcid.org/0009-0009-9846-4690"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yebom Choi","raw_affiliation_strings":["Sungkyunkwan University, Seoul, Republic of Korea and Department of Human-Artificial Intelligence Interaction, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, Republic of Korea and Department of Human-Artificial Intelligence Interaction, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":null,"display_name":"Changjun Lee","orcid":"https://orcid.org/0000-0002-8859-9796"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Changjun Lee","raw_affiliation_strings":["Sungkyunkwan University, Seoul, Republic of Korea and School of Convergence, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, Republic of Korea and School of Convergence, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I848706"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.67307737,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14308","display_name":"Psychological and Educational Research Studies","score":0.21729999780654907,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14308","display_name":"Psychological and Educational Research Studies","score":0.21729999780654907,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11079","display_name":"Creativity in Education and Neuroscience","score":0.18780000507831573,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.0689999982714653,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/profiling","display_name":"Profiling (computer programming)","score":0.7386000156402588},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.6984000205993652},{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.6618000268936157},{"id":"https://openalex.org/keywords/ideation","display_name":"Ideation","score":0.616599977016449},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6001999974250793},{"id":"https://openalex.org/keywords/proactivity","display_name":"Proactivity","score":0.45669999718666077}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7386000156402588},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.6984000205993652},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.6618000268936157},{"id":"https://openalex.org/C170477896","wikidata":"https://www.wikidata.org/wiki/Q17039022","display_name":"Ideation","level":2,"score":0.616599977016449},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6001999974250793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5824000239372253},{"id":"https://openalex.org/C142944206","wikidata":"https://www.wikidata.org/wiki/Q1786137","display_name":"Proactivity","level":2,"score":0.45669999718666077},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.4503999948501587},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4424000084400177},{"id":"https://openalex.org/C2777256151","wikidata":"https://www.wikidata.org/wiki/Q7897273","display_name":"Unpacking","level":2,"score":0.42980000376701355},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.42410001158714294},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40619999170303345},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37119999527931213},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33059999346733093},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2994999885559082},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.298799991607666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2786000072956085},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.2775999903678894},{"id":"https://openalex.org/C188255311","wikidata":"https://www.wikidata.org/wiki/Q7256388","display_name":"Psychological research","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C53371666","wikidata":"https://www.wikidata.org/wiki/Q1778408","display_name":"Need for cognition","level":3,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3757374.3771458","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3757374.3771458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SIGGRAPH Asia 2025 Posters","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1980169328","https://openalex.org/W2143074722","https://openalex.org/W2153238962","https://openalex.org/W4406890873"],"related_works":[],"abstract_inverted_index":{"Proactive":[0],"AI":[1,66],"systems":[2,42,129],"are":[3],"a":[4,64,74,103],"new":[5],"paradigm":[6],"for":[7,107,127],"supporting":[8],"cognitively":[9],"demanding":[10],"tasks":[11],"by":[12,123],"anticipating":[13],"user":[14,81],"needs":[15],"and":[16,79,135],"providing":[17],"timely":[18],"interventions.":[19],"While":[20],"prior":[21],"creativity":[22],"research":[23,61],"often":[24],"suggests":[25],"that":[26,111,130],"broad,":[27],"less":[28],"constrained":[29],"information":[30],"cues":[31],"can":[32,114,131],"enhance":[33],"associative":[34],"flexibility,":[35],"it":[36],"remains":[37],"unclear":[38],"how":[39],"deeply":[40],"these":[41],"should":[43],"understand":[44],"users":[45],"to":[46,84,137],"improve":[47],"their":[48],"thinking.":[49],"This":[50,97],"paper":[51],"explores":[52],"the":[53,125],"psychological":[54],"effects":[55],"of":[56],"profiling":[57,100],"granularity":[58,101],"on":[59],"creative":[60],"ideation.":[62],"Using":[63],"proactive":[65,108],"system":[67],"called":[68],"See,":[69],"Sense,":[70],"Spark,":[71],"we":[72],"conducted":[73],"between-subjects":[75],"study":[76],"comparing":[77],"coarse":[78],"fine-grained":[80,90],"profiling.":[82],"Contrary":[83],"our":[85],"initial":[86],"hypothesis,":[87],"participants":[88],"with":[89],"profiles":[91],"showed":[92],"significantly":[93],"higher":[94],"I-type":[95],"curiosity.":[96],"result":[98],"establishes":[99],"as":[102],"core":[104],"design":[105],"parameter":[106],"AI,":[109],"highlighting":[110],"topical":[112],"relevance":[113,136],"outweigh":[115],"breadth":[116,134],"in":[117,142],"stimulating":[118],"exploratory":[119],"reasoning.":[120],"We":[121],"conclude":[122],"suggesting":[124],"need":[126],"adaptive":[128],"balance":[132],"both":[133],"foster":[138],"meaningful":[139],"human-AI":[140],"collaboration":[141],"complex":[143],"cognitive":[144],"tasks.":[145]},"counts_by_year":[],"updated_date":"2025-12-13T23:15:11.045004","created_date":"2025-12-13T00:00:00"}