{"id":"https://openalex.org/W4385439679","doi":"https://doi.org/10.1007/s10618-023-00952-6","title":"Datasets, tasks, and training methods for large-scale hypergraph learning","display_name":"Datasets, tasks, and training methods for large-scale hypergraph learning","publication_year":2023,"publication_date":"2023-07-26","ids":{"openalex":"https://openalex.org/W4385439679","doi":"https://doi.org/10.1007/s10618-023-00952-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-023-00952-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-023-00952-6","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-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":"https://openalex.org/A5107809101","display_name":"Sunwoo Kim","orcid":"https://orcid.org/0009-0006-6002-169X"},"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"]},{"id":"https://openalex.org/I3130020584","display_name":"International Graduate School of English","ror":"https://ror.org/0181xpd52","country_code":"KR","type":"education","lineage":["https://openalex.org/I3130020584"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sunwoo Kim","raw_affiliation_strings":["Kim Jaechul Graduate School of AI, KAIST, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kim Jaechul Graduate School of AI, KAIST, Seoul, South Korea","institution_ids":["https://openalex.org/I3130020584","https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100747323","display_name":"Dongjin Lee","orcid":"https://orcid.org/0000-0001-5009-6096"},"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":"Dongjin Lee","raw_affiliation_strings":["School of Electrical Engineering, KAIST, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, KAIST, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yul Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yul Kim","raw_affiliation_strings":["Samsung Research, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Research, Seoul, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100611466","display_name":"Jung\u2010Ho Park","orcid":"https://orcid.org/0000-0002-6708-6692"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jungho Park","raw_affiliation_strings":["Samsung Research, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Research, Seoul, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066566375","display_name":"Tae-Ho Hwang","orcid":"https://orcid.org/0000-0001-7469-6010"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taeho Hwang","raw_affiliation_strings":["Samsung Research, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Research, Seoul, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028609723","display_name":"Kijung Shin","orcid":"https://orcid.org/0000-0002-2872-1526"},"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"]},{"id":"https://openalex.org/I3130020584","display_name":"International Graduate School of English","ror":"https://ror.org/0181xpd52","country_code":"KR","type":"education","lineage":["https://openalex.org/I3130020584"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kijung Shin","raw_affiliation_strings":["Kim Jaechul Graduate School of AI, KAIST, Seoul, South Korea","School of Electrical Engineering, KAIST, Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-2872-1526","affiliations":[{"raw_affiliation_string":"Kim Jaechul Graduate School of AI, KAIST, Seoul, South Korea","institution_ids":["https://openalex.org/I3130020584","https://openalex.org/I157485424"]},{"raw_affiliation_string":"School of Electrical Engineering, KAIST, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5028609723"],"corresponding_institution_ids":["https://openalex.org/I157485424","https://openalex.org/I3130020584"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.5561,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.91497286,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"37","issue":"6","first_page":"2216","last_page":"2254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994000196456909,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994000196456909,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9713000059127808,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.9693423509597778},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.846896767616272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7484973669052124},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6742021441459656},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5474189519882202},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.535519003868103},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5258910059928894},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4426746070384979},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3259587287902832},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1198013424873352},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10527527332305908}],"concepts":[{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.9693423509597778},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.846896767616272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7484973669052124},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6742021441459656},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5474189519882202},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.535519003868103},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5258910059928894},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4426746070384979},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3259587287902832},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1198013424873352},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10527527332305908},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10618-023-00952-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-023-00952-6","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G3373663135","display_name":null,"funder_award_id":"2022-0-00157","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G5415505637","display_name":null,"funder_award_id":"2019-0-00075","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G7659725915","display_name":null,"funder_award_id":"NRF-2020R1C1C1008296","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":105,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1584753249","https://openalex.org/W1932742904","https://openalex.org/W1971421925","https://openalex.org/W2022322548","https://openalex.org/W2043267240","https://openalex.org/W2054141820","https://openalex.org/W2058259957","https://openalex.org/W2083786039","https://openalex.org/W2112056172","https://openalex.org/W2120970098","https://openalex.org/W2139694940","https://openalex.org/W2250539671","https://openalex.org/W2294347342","https://openalex.org/W2391555403","https://openalex.org/W2468767148","https://openalex.org/W2734601503","https://openalex.org/W2787887656","https://openalex.org/W2790814121","https://openalex.org/W2790855852","https://openalex.org/W2888566981","https://openalex.org/W2892880750","https://openalex.org/W2916106175","https://openalex.org/W2940947051","https://openalex.org/W2945365184","https://openalex.org/W2945827377","https://openalex.org/W2952029609","https://openalex.org/W2952205826","https://openalex.org/W2953273646","https://openalex.org/W2962746510","https://openalex.org/W2962756421","https://openalex.org/W2963695795","https://openalex.org/W2964015378","https://openalex.org/W2964121744","https://openalex.org/W2965744772","https://openalex.org/W2967140210","https://openalex.org/W2987283559","https://openalex.org/W2990649609","https://openalex.org/W2994968268","https://openalex.org/W2996226706","https://openalex.org/W3002924435","https://openalex.org/W3005680577","https://openalex.org/W3019011053","https://openalex.org/W3033039844","https://openalex.org/W3034693603","https://openalex.org/W3035648766","https://openalex.org/W3036159734","https://openalex.org/W3085990079","https://openalex.org/W3086238199","https://openalex.org/W3093516620","https://openalex.org/W3095602948","https://openalex.org/W3095746859","https://openalex.org/W3098845338","https://openalex.org/W3099517909","https://openalex.org/W3101553402","https://openalex.org/W3118699637","https://openalex.org/W3125626040","https://openalex.org/W3126045262","https://openalex.org/W3133849783","https://openalex.org/W3137928916","https://openalex.org/W3148527039","https://openalex.org/W3154503084","https://openalex.org/W3155496675","https://openalex.org/W3156636935","https://openalex.org/W3156745039","https://openalex.org/W3159953606","https://openalex.org/W3173235128","https://openalex.org/W3173365306","https://openalex.org/W3177183088","https://openalex.org/W3177994886","https://openalex.org/W3184218214","https://openalex.org/W3188364643","https://openalex.org/W3190664711","https://openalex.org/W3191081593","https://openalex.org/W3198760092","https://openalex.org/W3211072770","https://openalex.org/W4214772220","https://openalex.org/W4224911291","https://openalex.org/W4225863792","https://openalex.org/W4226435553","https://openalex.org/W4282813823","https://openalex.org/W4283314525","https://openalex.org/W4283773929","https://openalex.org/W4284699072","https://openalex.org/W4287113446","https://openalex.org/W4287749054","https://openalex.org/W4288102469","https://openalex.org/W4288419263","https://openalex.org/W4289533863","https://openalex.org/W4289533979","https://openalex.org/W4292081303","https://openalex.org/W4293250541","https://openalex.org/W4294558607","https://openalex.org/W4295312788","https://openalex.org/W4297575523","https://openalex.org/W4297808394","https://openalex.org/W4299457904","https://openalex.org/W4301372783","https://openalex.org/W4301622700","https://openalex.org/W4302293334","https://openalex.org/W4307077534","https://openalex.org/W4310060722","https://openalex.org/W4318823249","https://openalex.org/W4320463723","https://openalex.org/W4367046651"],"related_works":["https://openalex.org/W4376608589","https://openalex.org/W1537073411","https://openalex.org/W3138003926","https://openalex.org/W1630514295","https://openalex.org/W4300037846","https://openalex.org/W4288275998","https://openalex.org/W2963081352","https://openalex.org/W4376608938","https://openalex.org/W2472555608","https://openalex.org/W4214498971"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5}],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}
