{"id":"https://openalex.org/W4392909348","doi":"https://doi.org/10.1109/icassp48485.2024.10445991","title":"Multi-View Interactive Compromise Learning for Group Recommendation","display_name":"Multi-View Interactive Compromise Learning for Group Recommendation","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392909348","doi":"https://doi.org/10.1109/icassp48485.2024.10445991"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10445991","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10445991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103031783","display_name":"Jiuqiang Li","orcid":"https://orcid.org/0000-0001-8011-905X"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiuqiang Li","raw_affiliation_strings":["Southwest Jiaotong University,School of Computing and Artificial Intelligence,China","School of Computing and Artificial Intelligence, Southwest Jiaotong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Jiaotong University,School of Computing and Artificial Intelligence,China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100527539","display_name":"Shilei Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shilei Zhu","raw_affiliation_strings":["Southwest Jiaotong University,School of Computing and Artificial Intelligence,China","School of Computing and Artificial Intelligence, Southwest Jiaotong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Jiaotong University,School of Computing and Artificial Intelligence,China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, China","institution_ids":["https://openalex.org/I4800084"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"9396","last_page":"9400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9710000157356262,"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":0.9710000157356262,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9495000243186951,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.909500002861023,"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/compromise","display_name":"Compromise","score":0.9406545162200928},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7123411893844604},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.5491913557052612},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4181675612926483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35038989782333374},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3324960172176361}],"concepts":[{"id":"https://openalex.org/C46355384","wikidata":"https://www.wikidata.org/wiki/Q726686","display_name":"Compromise","level":2,"score":0.9406545162200928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7123411893844604},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.5491913557052612},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4181675612926483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35038989782333374},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3324960172176361},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10445991","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10445991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W96341436","https://openalex.org/W2003605635","https://openalex.org/W2013822448","https://openalex.org/W2121887197","https://openalex.org/W2150886314","https://openalex.org/W2172118809","https://openalex.org/W2605350416","https://openalex.org/W2798538558","https://openalex.org/W2969689322","https://openalex.org/W3033661031","https://openalex.org/W3099602291","https://openalex.org/W3198098536","https://openalex.org/W3198760092","https://openalex.org/W3211072770","https://openalex.org/W4207040932","https://openalex.org/W4212931205","https://openalex.org/W4224903831","https://openalex.org/W4255900881","https://openalex.org/W4284688665","https://openalex.org/W4284701460","https://openalex.org/W4318811823","https://openalex.org/W4319653986","https://openalex.org/W4321277058","https://openalex.org/W4372279027","https://openalex.org/W4372349778","https://openalex.org/W4385573063","https://openalex.org/W6603896483","https://openalex.org/W6680830989"],"related_works":["https://openalex.org/W2801622120","https://openalex.org/W2164141394","https://openalex.org/W4240977217","https://openalex.org/W3036524962","https://openalex.org/W2508088450","https://openalex.org/W2389434635","https://openalex.org/W4214750239","https://openalex.org/W2279908259","https://openalex.org/W2025641871","https://openalex.org/W4252107351"],"abstract_inverted_index":{"Due":[0],"to":[1,61,100,115],"the":[2,31,40,53,57,63,76,86,102,122,144],"prevalence":[3],"of":[4,27,56,132],"group":[5,21,29,58,68,106],"activities":[6],"in":[7,67],"daily":[8],"life,":[9],"there":[10],"is":[11],"an":[12],"urgent":[13],"need":[14],"for":[15,46,52],"group-based":[16],"recommendation":[17,22],"generation,":[18],"known":[19],"as":[20],"tasks.":[23],"The":[24],"final":[25],"choice":[26],"a":[28],"involves":[30],"compromise":[32,119],"and":[33,59,95,111,124,140,146],"consensus":[34],"among":[35,105],"its":[36],"members,":[37],"which":[38],"drives":[39],"decision-making":[41],"process.":[42],"However,":[43],"existing":[44,137],"methods":[45],"aggregating":[47],"personal":[48],"information":[49],"lack":[50],"consideration":[51],"macro-level":[54],"aspects":[55],"fail":[60],"capture":[62,101],"compromises":[64,104],"that":[65],"occur":[66],"interactions.":[69,126],"To":[70],"address":[71],"these":[72],"limitations,":[73],"we":[74],"propose":[75],"Multi-View":[77],"Interactive":[78],"Compromise":[79],"Learning":[80],"(MICL)":[81],"approach.":[82],"Specifically,":[83],"MICL":[84,135],"introduces":[85],"group-view":[87],"adaptive":[88],"graph":[89,98],"transformer,":[90],"member-view":[91],"hypergraph":[92],"aggregation":[93],"network,":[94],"item-view":[96],"tripartite":[97],"augmentation":[99],"interactive":[103,118],"members":[107],"from":[108,120],"group-view,":[109],"member-view,":[110],"item-view,":[112],"ultimately":[113],"enabling":[114],"learn":[116],"multi-view":[117],"both":[121],"group-item":[123],"user-item":[125],"Extensive":[127],"experiments":[128],"demonstrate":[129],"significant":[130],"advantages":[131],"our":[133],"proposed":[134],"over":[136],"state-of-the-art":[138],"solutions,":[139],"ablation":[141],"studies":[142],"confirm":[143],"robustness":[145],"efficiency.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
