{"id":"https://openalex.org/W3024683329","doi":"https://doi.org/10.1145/3442381.3449973","title":"Neural Collaborative Reasoning","display_name":"Neural Collaborative Reasoning","publication_year":2021,"publication_date":"2021-04-19","ids":{"openalex":"https://openalex.org/W3024683329","doi":"https://doi.org/10.1145/3442381.3449973","mag":"3024683329"},"language":"en","primary_location":{"id":"doi:10.1145/3442381.3449973","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3442381.3449973","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Web Conference 2021","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3442381.3449973","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029295590","display_name":"Hanxiong Chen","orcid":"https://orcid.org/0000-0002-3854-2732"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanxiong Chen","raw_affiliation_strings":["Rutgers University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038518790","display_name":"Shaoyun Shi","orcid":"https://orcid.org/0000-0002-1524-7132"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoyun Shi","raw_affiliation_strings":["Tsinghua University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101668890","display_name":"Yunqi Li","orcid":"https://orcid.org/0000-0002-9482-9922"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunqi Li","raw_affiliation_strings":["Rutgers University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100329828","display_name":"Yongfeng Zhang","orcid":"https://orcid.org/0000-0003-2633-8555"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongfeng Zhang","raw_affiliation_strings":["Rutgers University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1516","last_page":"1527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9940999746322632,"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/T10028","display_name":"Topic Modeling","score":0.9925000071525574,"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":0.7896624803543091},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6737501621246338},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6532427072525024},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6305116415023804},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6012625098228455},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5718917846679688},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5510620474815369},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.5343984961509705},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5153250098228455},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.499439001083374},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.46654486656188965},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3391473889350891},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.3259732127189636}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7896624803543091},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6737501621246338},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6532427072525024},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6305116415023804},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6012625098228455},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5718917846679688},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5510620474815369},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.5343984961509705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5153250098228455},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.499439001083374},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.46654486656188965},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3391473889350891},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.3259732127189636},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3442381.3449973","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3442381.3449973","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Web Conference 2021","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2005.08129","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.08129","pdf_url":"https://arxiv.org/pdf/2005.08129","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"doi:10.1145/3442381.3449973","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3442381.3449973","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Web Conference 2021","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":88,"referenced_works":["https://openalex.org/W223746243","https://openalex.org/W1486317198","https://openalex.org/W1498436455","https://openalex.org/W1522301498","https://openalex.org/W1545139845","https://openalex.org/W1560147776","https://openalex.org/W1583837637","https://openalex.org/W1989789052","https://openalex.org/W1994389483","https://openalex.org/W1995341919","https://openalex.org/W1999047234","https://openalex.org/W2018460791","https://openalex.org/W2027731328","https://openalex.org/W2042281163","https://openalex.org/W2054141820","https://openalex.org/W2073435713","https://openalex.org/W2078488685","https://openalex.org/W2080320419","https://openalex.org/W2097638479","https://openalex.org/W2102937240","https://openalex.org/W2105953200","https://openalex.org/W2135029798","https://openalex.org/W2137245235","https://openalex.org/W2140310134","https://openalex.org/W2148753087","https://openalex.org/W2153579005","https://openalex.org/W2155106456","https://openalex.org/W2157881433","https://openalex.org/W2159094788","https://openalex.org/W2159727905","https://openalex.org/W2219888463","https://openalex.org/W2475334473","https://openalex.org/W2509893387","https://openalex.org/W2575006718","https://openalex.org/W2604433096","https://openalex.org/W2605350416","https://openalex.org/W2734755249","https://openalex.org/W2739273093","https://openalex.org/W2740920897","https://openalex.org/W2767656849","https://openalex.org/W2767724106","https://openalex.org/W2783944588","https://openalex.org/W2784476247","https://openalex.org/W2788728386","https://openalex.org/W2801992635","https://openalex.org/W2804796373","https://openalex.org/W2809307135","https://openalex.org/W2885311373","https://openalex.org/W2899771611","https://openalex.org/W2908242605","https://openalex.org/W2920882913","https://openalex.org/W2940734525","https://openalex.org/W2946547492","https://openalex.org/W2951124598","https://openalex.org/W2951193785","https://openalex.org/W2957191877","https://openalex.org/W2963367478","https://openalex.org/W2963557365","https://openalex.org/W2963655167","https://openalex.org/W2964044287","https://openalex.org/W2964212578","https://openalex.org/W2964316331","https://openalex.org/W2970132321","https://openalex.org/W2970583209","https://openalex.org/W2976890614","https://openalex.org/W2996450643","https://openalex.org/W2998466037","https://openalex.org/W3003760334","https://openalex.org/W3005742798","https://openalex.org/W3044549925","https://openalex.org/W3088777230","https://openalex.org/W3093531652","https://openalex.org/W3094127838","https://openalex.org/W3100446379","https://openalex.org/W3101366597","https://openalex.org/W3105114834","https://openalex.org/W3121531027","https://openalex.org/W3122507327","https://openalex.org/W3124675547","https://openalex.org/W3125645198","https://openalex.org/W3143596294","https://openalex.org/W4205334834","https://openalex.org/W4229675450","https://openalex.org/W4245605774","https://openalex.org/W4250893105","https://openalex.org/W4294170691","https://openalex.org/W4299286960","https://openalex.org/W6917172014"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W1484355083","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W3014393615","https://openalex.org/W2508671622"],"abstract_inverted_index":{"Existing":[0],"Collaborative":[1],"Filtering":[2],"(CF)":[3],"methods":[4],"are":[5],"mostly":[6],"designed":[7,51],"based":[8],"on":[9],"the":[10,32,70,81],"idea":[11],"of":[12,72,83],"matching,":[13],"i.e.,":[14],"by":[15],"learning":[16],"user":[17,41],"and":[18,75],"item":[19,48],"embeddings":[20,49],"from":[21,77],"data":[22],"using":[23,50],"shallow":[24],"or":[25,52],"deep":[26],"models,":[27],"they":[28],"try":[29],"to":[30],"capture":[31],"associative":[33],"relevance":[34],"patterns":[35],"in":[36,86],"data,":[37,78],"so":[38],"that":[39],"a":[40,58,62],"embedding":[42],"can":[43],"be":[44],"matched":[45],"with":[46],"relevant":[47],"learned":[53],"similarity":[54],"functions.":[55],"However,":[56],"as":[57],"cognition":[59],"rather":[60],"than":[61],"perception":[63],"intelligent":[64],"task,":[65],"recommendation":[66],"requires":[67],"not":[68],"only":[69],"ability":[71,82],"pattern":[73],"recognition":[74],"matching":[76],"but":[79],"also":[80],"cognitive":[84],"reasoning":[85],"data.":[87]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":16}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}