{"id":"https://openalex.org/W3155928855","doi":"https://doi.org/10.1145/3442381.3449940","title":"Dual Side Deep Context-aware Modulation for Social Recommendation","display_name":"Dual Side Deep Context-aware Modulation for Social Recommendation","publication_year":2021,"publication_date":"2021-04-19","ids":{"openalex":"https://openalex.org/W3155928855","doi":"https://doi.org/10.1145/3442381.3449940","mag":"3155928855"},"language":"en","primary_location":{"id":"doi:10.1145/3442381.3449940","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3442381.3449940","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":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3442381.3449940","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024640590","display_name":"Bairan Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bairan Fu","raw_affiliation_strings":["Nanjing University, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100761283","display_name":"Wenming Zhang","orcid":"https://orcid.org/0000-0002-4759-8623"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenming Zhang","raw_affiliation_strings":["Nanjing University, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066056119","display_name":"Guangneng Hu","orcid":"https://orcid.org/0000-0001-5239-8151"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Guangneng Hu","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102994315","display_name":"Xinyu Dai","orcid":"https://orcid.org/0000-0002-4139-7337"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Dai","raw_affiliation_strings":["Nanjing University, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102865824","display_name":"Shujian Huang","orcid":"https://orcid.org/0000-0003-4869-0832"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shujian Huang","raw_affiliation_strings":["Nanjing University, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100427080","display_name":"Jiajun Chen","orcid":"https://orcid.org/0000-0003-2534-6633"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Chen","raw_affiliation_strings":["Nanjing University, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5024640590"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":12.1179,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.98568569,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2524","last_page":"2534"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9733999967575073,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9677000045776367,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7322475910186768},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6650097370147705},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.5398958921432495},{"id":"https://openalex.org/keywords/neglect","display_name":"Neglect","score":0.531152606010437},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5040153861045837},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5012834072113037},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.45359063148498535},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.44635990262031555},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.442690372467041},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4231756329536438},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.42059239745140076},{"id":"https://openalex.org/keywords/habit","display_name":"Habit","score":0.4121435284614563},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3492658734321594},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3290821313858032},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23776498436927795},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.15940529108047485},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1493968963623047}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7322475910186768},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6650097370147705},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.5398958921432495},{"id":"https://openalex.org/C2776289891","wikidata":"https://www.wikidata.org/wiki/Q1931511","display_name":"Neglect","level":2,"score":0.531152606010437},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5040153861045837},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5012834072113037},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.45359063148498535},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.44635990262031555},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.442690372467041},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4231756329536438},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.42059239745140076},{"id":"https://openalex.org/C44670240","wikidata":"https://www.wikidata.org/wiki/Q1299714","display_name":"Habit","level":2,"score":0.4121435284614563},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3492658734321594},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3290821313858032},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23776498436927795},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.15940529108047485},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1493968963623047},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3442381.3449940","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3442381.3449940","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:repository.hkust.edu.hk:1783.1-111497","is_oa":false,"landing_page_url":"http://www.scopus.com/record/display.url?eid=2-s2.0-85107915155&origin=inward","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"},{"id":"pmh:oai:repository.ust.hk:1783.1-111497","is_oa":false,"landing_page_url":"http://repository.ust.hk/ir/Record/1783.1-111497","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":{"id":"doi:10.1145/3442381.3449940","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3442381.3449940","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":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1966472199","https://openalex.org/W1991055526","https://openalex.org/W1994226161","https://openalex.org/W1994389483","https://openalex.org/W2039613841","https://openalex.org/W2042281163","https://openalex.org/W2054141820","https://openalex.org/W2119825970","https://openalex.org/W2130354913","https://openalex.org/W2135598826","https://openalex.org/W2144487656","https://openalex.org/W2295739661","https://openalex.org/W2340079414","https://openalex.org/W2343271409","https://openalex.org/W2468907370","https://openalex.org/W2509678028","https://openalex.org/W2583875861","https://openalex.org/W2605350416","https://openalex.org/W2617704515","https://openalex.org/W2626473670","https://openalex.org/W2723293840","https://openalex.org/W2767980859","https://openalex.org/W2807021761","https://openalex.org/W2899291427","https://openalex.org/W2907827821","https://openalex.org/W2913602408","https://openalex.org/W2913754224","https://openalex.org/W2914050157","https://openalex.org/W2945827670","https://openalex.org/W2954123367","https://openalex.org/W2963146368","https://openalex.org/W2972774416","https://openalex.org/W2979068607","https://openalex.org/W2987684747","https://openalex.org/W3004249040","https://openalex.org/W3100278010","https://openalex.org/W3100848837","https://openalex.org/W3104326162","https://openalex.org/W4301312111"],"related_works":["https://openalex.org/W2153247772","https://openalex.org/W2159755425","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W1605212617","https://openalex.org/W3092950680","https://openalex.org/W4246980185","https://openalex.org/W1518397275","https://openalex.org/W2383028537","https://openalex.org/W2150182025"],"abstract_inverted_index":{"Social":[0,18],"recommendation":[1,7],"is":[2],"effective":[3],"in":[4,29],"improving":[5],"the":[6,52,63,76,82,86,91,101,104,111,119],"performance":[8],"by":[9],"leveraging":[10],"social":[11,15],"relations":[12,19],"from":[13,75],"online":[14],"networking":[16],"platforms.":[17],"among":[20],"users":[21],"provide":[22],"friends\u2019":[23,59,78],"information":[24,60],"for":[25,51,81],"modeling":[26],"users\u2019":[27],"interest":[28],"candidate":[30,64],"items":[31,34],"and":[32,67],"help":[33],"expose":[35],"to":[36,100,110],"potential":[37],"consumers":[38,89],"(i.e.,":[39],"item":[40,65,83,105,123],"attraction).":[41],"However,":[42],"there":[43],"are":[44,90],"two":[45],"issues":[46],"haven\u2019t":[47],"been":[48],"well-studied:":[49],"Firstly,":[50],"user":[53],"interests,":[54],"existing":[55,116],"methods":[56,117],"typically":[57],"aggregate":[58],"contextualized":[61],"on":[62],"only,":[66],"this":[68],"shallow":[69],"context-aware":[70,122],"aggregation":[71],"makes":[72],"them":[73],"suffer":[74],"limited":[77],"information.":[79],"Secondly,":[80],"attraction,":[84],"if":[85],"item\u2019s":[87],"past":[88],"friends":[92],"of":[93],"or":[94],"have":[95],"a":[96],"similar":[97],"consumption":[98],"habit":[99],"targeted":[102,112],"user,":[103,113],"may":[106],"be":[107],"more":[108],"attractive":[109],"but":[114],"most":[115],"neglect":[118],"relation":[120],"enhanced":[121],"attraction.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
