{"id":"https://openalex.org/W4411453070","doi":"https://doi.org/10.1007/978-981-96-8180-8_23","title":"ReducedGCN: Learning to Adapt Graph Convolution for Top-N Recommendation","display_name":"ReducedGCN: Learning to Adapt Graph Convolution for Top-N Recommendation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411453070","doi":"https://doi.org/10.1007/978-981-96-8180-8_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-8180-8_23","doi":"https://doi.org/10.1007/978-981-96-8180-8_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-8180-8_23","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4411452998","display_name":"Advances in Knowledge Discovery and Data Mining"},"type":"conference-paper","is_traditional":true,"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/A5103326660","display_name":"Eungi Kim","orcid":"https://orcid.org/0009-0009-7022-4636","observed_orcids":["https://orcid.org/0009-0009-7022-4636"]},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eungi Kim","raw_affiliation_strings":["Graduate School of Data Science, Seoul National University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Data Science, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103325837","display_name":"Chanwoo Kim","orcid":"https://orcid.org/0009-0008-8297-8630","observed_orcids":["https://orcid.org/0009-0008-8297-8630"]},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chanwoo Kim","raw_affiliation_strings":["Graduate School of Data Science, Seoul National University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Data Science, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102593905","display_name":"Kwangeun Yeo","orcid":"https://orcid.org/0009-0005-8206-364X","observed_orcids":["https://orcid.org/0009-0005-8206-364X"]},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kwangeun Yeo","raw_affiliation_strings":["Graduate School of Data Science, Seoul National University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Data Science, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048328328","display_name":"Jinri Kim","orcid":"https://orcid.org/0009-0005-9390-8513","observed_orcids":["https://orcid.org/0009-0005-9390-8513"]},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinri Kim","raw_affiliation_strings":["Graduate School of Data Science, Seoul National University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Data Science, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102093386","display_name":"Yujin Jeon","orcid":"https://orcid.org/0009-0007-0672-4797","observed_orcids":["https://orcid.org/0009-0007-0672-4797"]},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yujin Jeon","raw_affiliation_strings":["Graduate School of Data Science, Seoul National University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Data Science, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043108771","display_name":"Sewon Lee","orcid":"https://orcid.org/0009-0002-7859-4892","observed_orcids":["https://orcid.org/0009-0002-7859-4892"]},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sewon Lee","raw_affiliation_strings":["Graduate School of Data Science, Seoul National University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Data Science, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101859889","display_name":"Joonseok Lee","orcid":"https://orcid.org/0000-0002-0786-8086","observed_orcids":["https://orcid.org/0000-0002-0786-8086"]},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Joonseok Lee","raw_affiliation_strings":["Graduate School of Data Science, Seoul National University, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0002-0786-8086","affiliations":[{"raw_affiliation_string":"Graduate School of Data Science, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101859889"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.6576,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90959458,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"291","last_page":"303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.00019999999494757503,"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":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/graph-convolutional-networks","display_name":"graph convolutional networks","score":0.9869999885559082},{"id":"https://openalex.org/keywords/top-n-recommendation","display_name":"top-N recommendation","score":0.8489999771118164},{"id":"https://openalex.org/keywords/over-smoothing","display_name":"over-smoothing","score":0.9779999852180481},{"id":"https://openalex.org/keywords/message-passing","display_name":"message passing","score":0.8230000138282776},{"id":"https://openalex.org/keywords/personalized-recommendation","display_name":"personalized recommendation","score":0.7440000176429749},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"collaborative filtering","score":0.6010000109672546},{"id":"https://openalex.org/keywords/graph-neural-networks","display_name":"graph neural networks","score":0.5210000276565552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8665392398834229},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5911378860473633},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5163061022758484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.414066344499588},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.386652410030365},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.06960201263427734}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-981-96-8180-8_23","doi":"https://doi.org/10.1007/978-981-96-8180-8_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-8180-8_23","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:s-space.snu.ac.kr:10371/228068","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/10371/228068","pdf_url":null,"source":{"id":"https://openalex.org/S4306401345","display_name":"Seoul National University Open Repository (Seoul National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I139264467","host_organization_name":"Seoul National University","host_organization_lineage":["https://openalex.org/I139264467"],"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":"Proceedings Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1720514416","https://openalex.org/W2016666840","https://openalex.org/W2054141820","https://openalex.org/W2219888463","https://openalex.org/W2511264801","https://openalex.org/W2519887557","https://openalex.org/W2604662567","https://openalex.org/W2605350416","https://openalex.org/W2624407581","https://openalex.org/W2741249238","https://openalex.org/W2766453196","https://openalex.org/W2807021761","https://openalex.org/W2945827377","https://openalex.org/W2945827670","https://openalex.org/W2962805116","https://openalex.org/W2963085847","https://openalex.org/W2963655167","https://openalex.org/W2964051675","https://openalex.org/W2997617192","https://openalex.org/W2998431760","https://openalex.org/W2998496395","https://openalex.org/W3044311607","https://openalex.org/W3045200674","https://openalex.org/W3094605801","https://openalex.org/W3117355859","https://openalex.org/W3156861396","https://openalex.org/W4212850839","https://openalex.org/W4220909642","https://openalex.org/W4224983022","https://openalex.org/W4284688665","https://openalex.org/W4384641439","https://openalex.org/W4400524976","https://openalex.org/W4400530820","https://openalex.org/W6600213211","https://openalex.org/W6810999931"],"related_works":["https://openalex.org/W7128498061","https://openalex.org/W4401024574","https://openalex.org/W4403577339","https://openalex.org/W4284680110","https://openalex.org/W4414692794","https://openalex.org/W4390036044","https://openalex.org/W4385270524","https://openalex.org/W3156861396","https://openalex.org/W7125376250","https://openalex.org/W4384433754"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}