{"id":"https://openalex.org/W4402721971","doi":"https://doi.org/10.1145/3675094.3678379","title":"Progress of PREFAB: Preference based Self-Annotation on a Low-Budget","display_name":"Progress of PREFAB: Preference based Self-Annotation on a Low-Budget","publication_year":2024,"publication_date":"2024-09-22","ids":{"openalex":"https://openalex.org/W4402721971","doi":"https://doi.org/10.1145/3675094.3678379"},"language":"en","primary_location":{"id":"doi:10.1145/3675094.3678379","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3675094.3678379","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3675094.3678379?download=true","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","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/10.1145/3675094.3678379?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036503247","display_name":"JaeYoung Moon","orcid":"https://orcid.org/0000-0002-1852-2769"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"JaeYoung Moon","raw_affiliation_strings":["Gwangju Institute of Science and Technology, Gwangju, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-1852-2769","affiliations":[{"raw_affiliation_string":"Gwangju Institute of Science and Technology, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034366631","display_name":"Youjin Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"YouJin Choi","raw_affiliation_strings":["Gwangju Institute of Science and Technology, Gwangju, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-2788-7871","affiliations":[{"raw_affiliation_string":"Gwangju Institute of Science and Technology, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072029181","display_name":"Georgios N. Yannakakis","orcid":"https://orcid.org/0000-0001-7793-1450"},"institutions":[{"id":"https://openalex.org/I197854408","display_name":"University of Malta","ror":"https://ror.org/03a62bv60","country_code":"MT","type":"education","lineage":["https://openalex.org/I197854408"]}],"countries":["MT"],"is_corresponding":false,"raw_author_name":"Georgios N. Yannakakis","raw_affiliation_strings":["University of Malta, Msida, Malta"],"raw_orcid":"https://orcid.org/0000-0001-7793-1450","affiliations":[{"raw_affiliation_string":"University of Malta, Msida, Malta","institution_ids":["https://openalex.org/I197854408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076055880","display_name":"Kyung-Joong Kim","orcid":"https://orcid.org/0000-0002-7732-0817"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyung-Joong Kim","raw_affiliation_strings":["Gwangju Institute of Science and Technology, Gwangju, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-7732-0817","affiliations":[{"raw_affiliation_string":"Gwangju Institute of Science and Technology, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036503247"],"corresponding_institution_ids":["https://openalex.org/I39534123"],"apc_list":null,"apc_paid":null,"fwci":0.3288,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54323278,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"821","last_page":"825"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9617999792098999,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9617999792098999,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9510999917984009,"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/T11106","display_name":"Data Management and Algorithms","score":0.9502999782562256,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.6374421715736389},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6241292953491211},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12002766132354736},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.09119710326194763}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6374421715736389},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6241292953491211},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12002766132354736},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.09119710326194763}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3675094.3678379","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3675094.3678379","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3675094.3678379?download=true","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3675094.3678379","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3675094.3678379","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3675094.3678379?download=true","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7303848093","display_name":null,"funder_award_id":"R2022020070","funder_id":"https://openalex.org/F4320323890","funder_display_name":"Korea Creative Content Agency"},{"id":"https://openalex.org/G8064531806","display_name":null,"funder_award_id":"R2022020070","funder_id":"https://openalex.org/F4320322006","funder_display_name":"Ministry of Culture, Sports and Tourism"}],"funders":[{"id":"https://openalex.org/F4320322006","display_name":"Ministry of Culture, Sports and Tourism","ror":"https://ror.org/02fkk6k65"},{"id":"https://openalex.org/F4320323890","display_name":"Korea Creative Content Agency","ror":"https://ror.org/036vyg793"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402721971.pdf"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2143331230","https://openalex.org/W2786877691","https://openalex.org/W2787876196","https://openalex.org/W2900358852","https://openalex.org/W2994890005","https://openalex.org/W3008646806","https://openalex.org/W3013283295","https://openalex.org/W3030187186","https://openalex.org/W4286656544","https://openalex.org/W4292522796","https://openalex.org/W4312305844","https://openalex.org/W6676105247"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Self-annotation":[0],"is":[1],"significantly":[2,58],"important":[3],"in":[4,62,79],"affective":[5],"computing":[6],"field":[7],"but":[8],"has":[9],"the":[10,74,77],"limitation":[11],"of":[12,64,69,76],"heavily":[13],"relying":[14],"on":[15,28,38],"human":[16],"cognition.":[17],"To":[18],"address":[19],"this,":[20],"we":[21],"propose":[22],"a":[23,29,47],"method":[24,57],"named":[25],"PREFerence-based":[26],"self-Annotation":[27],"low-Budget":[30],"(PREFAB).":[31],"This":[32],"paper":[33],"shares":[34],"our":[35,56],"progress,":[36],"focusing":[37],"predicting":[39],"player":[40],"arousal":[41,81],"levels":[42],"from":[43],"game":[44],"trajectories":[45],"using":[46],"RankNet-based":[48],"preference":[49],"learning":[50],"approach.":[51,85],"Experimental":[52],"results":[53],"demonstrate":[54],"that":[55],"outperforms":[59],"existing":[60],"benchmarks":[61],"terms":[63,68],"training":[65],"performance.":[66],"In":[67],"practicality,":[70],"it":[71],"successfully":[72],"captures":[73],"tendency":[75],"changes":[78],"players'":[80],"better":[82],"than":[83],"traditional":[84]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}
