{"id":"https://openalex.org/W3199969437","doi":"https://doi.org/10.1145/3460231.3470937","title":"GReS: Workshop on Graph Neural Networks for Recommendation and Search","display_name":"GReS: Workshop on Graph Neural Networks for Recommendation and Search","publication_year":2021,"publication_date":"2021-09-13","ids":{"openalex":"https://openalex.org/W3199969437","doi":"https://doi.org/10.1145/3460231.3470937","mag":"3199969437"},"language":"en","primary_location":{"id":"doi:10.1145/3460231.3470937","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3460231.3470937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fifteenth ACM Conference on Recommender Systems","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":"https://openalex.org/A5046385613","display_name":"Thibaut Thonet","orcid":"https://orcid.org/0000-0003-0302-0376"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Thibaut Thonet","raw_affiliation_strings":["Naver Labs Europe, France"],"affiliations":[{"raw_affiliation_string":"Naver Labs Europe, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031052064","display_name":"St\u00e9phane Clinchant","orcid":"https://orcid.org/0000-0003-2367-8837"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"St\u00e9phane Clinchant","raw_affiliation_strings":["Naver Labs Europe, France"],"affiliations":[{"raw_affiliation_string":"Naver Labs Europe, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068114632","display_name":"Carlos Lassance","orcid":"https://orcid.org/0000-0002-7754-6656"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlos Lassance","raw_affiliation_strings":["NaverLabs Europe, France"],"affiliations":[{"raw_affiliation_string":"NaverLabs Europe, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060836778","display_name":"Elvin Isufi","orcid":"https://orcid.org/0000-0002-1919-260X"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Elvin Isufi","raw_affiliation_strings":["Delft University of Technology, Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089063294","display_name":"Jiaqi Ma","orcid":"https://orcid.org/0000-0001-8292-5901"},"institutions":[{"id":"https://openalex.org/I4210111179","display_name":"Michigan United","ror":"https://ror.org/0291ys696","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210111179"]},{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiaqi Ma","raw_affiliation_strings":["University of Michigan, United States"],"affiliations":[{"raw_affiliation_string":"University of Michigan, United States","institution_ids":["https://openalex.org/I27837315","https://openalex.org/I4210111179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011835422","display_name":"Yutong Xie","orcid":"https://orcid.org/0000-0002-6644-1250"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yutong Xie","raw_affiliation_strings":["University of Michigan, USA"],"affiliations":[{"raw_affiliation_string":"University of Michigan, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075357420","display_name":"Jean-Michel Renders","orcid":"https://orcid.org/0000-0002-7516-3707"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jean-Michel Renders","raw_affiliation_strings":["Naver Labs Europe, France"],"affiliations":[{"raw_affiliation_string":"Naver Labs Europe, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013638126","display_name":"Michael M. Bronstein","orcid":"https://orcid.org/0000-0002-1262-7252"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Bronstein","raw_affiliation_strings":["Twitter, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Twitter, United Kingdom","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5046385613"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13001578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"780","last_page":"782"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998000264167786,"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":0.9998000264167786,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"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/T10028","display_name":"Topic Modeling","score":0.9894999861717224,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7209921479225159},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6338324546813965},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6163343191146851},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.6067121624946594},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5640771389007568},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4661482572555542},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4462067186832428},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.362404465675354},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32029828429222107},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23406094312667847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7209921479225159},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6338324546813965},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6163343191146851},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6067121624946594},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5640771389007568},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4661482572555542},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4462067186832428},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.362404465675354},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32029828429222107},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23406094312667847},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3460231.3470937","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3460231.3470937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fifteenth ACM Conference on Recommender Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:tudelft.nl:uuid:50b77b37-3283-4643-aa0e-5db4678d18c6","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:50b77b37-3283-4643-aa0e-5db4678d18c6","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1844760852","https://openalex.org/W1988578917","https://openalex.org/W2096738524","https://openalex.org/W2161984370","https://openalex.org/W2558460151","https://openalex.org/W2558748708","https://openalex.org/W3015223203","https://openalex.org/W3045200674","https://openalex.org/W3049694790","https://openalex.org/W3095521706","https://openalex.org/W3160221829"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510","https://openalex.org/W4238861846","https://openalex.org/W790944756"],"abstract_inverted_index":{"Graph":[0,52],"neural":[1],"networks":[2],"(GNNs)":[3],"have":[4],"recently":[5],"gained":[6],"significant":[7],"momentum":[8],"in":[9,16],"the":[10,32,66,69],"recommendation":[11,18,27,76],"community,":[12],"demonstrating":[13],"state-of-the-art":[14],"performance":[15],"top-k":[17],"and":[19,28,57,71,74,77],"next-item":[20],"recommendation.":[21],"Despite":[22],"promising":[23],"results":[24],"on":[25,39,51],"GNN-based":[26],"search,":[29],"most":[30],"of":[31],"current":[33],"GNN":[34,72,81],"research":[35],"remains":[36],"essentially":[37],"concentrated":[38],"more":[40],"traditional":[41],"tasks":[42],"such":[43],"as":[44],"classification":[45],"or":[46],"regression.":[47],"The":[48],"GReS":[49],"workshop":[50],"Neural":[53],"Networks":[54],"for":[55],"Recommendation":[56],"Search":[58],"is":[59],"then":[60],"a":[61],"first":[62],"endeavor":[63],"to":[64],"bridge":[65],"gap":[67],"between":[68],"RecSys":[70],"communities,":[73],"promote":[75],"search":[78],"problems":[79],"amongst":[80],"practitioners.":[82]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}