{"id":"https://openalex.org/W4412377909","doi":"https://doi.org/10.1145/3726302.3730101","title":"Triplet Contrastive Learning with Learnable Sequence Augmentation for Sequential Recommendation","display_name":"Triplet Contrastive Learning with Learnable Sequence Augmentation for Sequential Recommendation","publication_year":2025,"publication_date":"2025-07-13","ids":{"openalex":"https://openalex.org/W4412377909","doi":"https://doi.org/10.1145/3726302.3730101"},"language":"en","primary_location":{"id":"doi:10.1145/3726302.3730101","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3726302.3730101","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3730101","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3730101","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100392060","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-7080-3381"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Shandong University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048996931","display_name":"Yujie Lin","orcid":"https://orcid.org/0000-0002-2146-0626"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujie Lin","raw_affiliation_strings":["Zhejiang Lab, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061181070","display_name":"Moyan Zhang","orcid":"https://orcid.org/0000-0001-6130-1286"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Moyan Zhang","raw_affiliation_strings":["Shandong University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101796004","display_name":"Hongyu Lu","orcid":"https://orcid.org/0000-0002-0247-2496"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyu Lu","raw_affiliation_strings":["WeChat, Tencent, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"WeChat, Tencent, Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054412130","display_name":"Jianli Zhao","orcid":"https://orcid.org/0000-0002-7291-9003"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianli Zhao","raw_affiliation_strings":["Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100593789","display_name":"Jie Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116517","display_name":"Shandong Provincial Hospital","ror":"https://ror.org/02ar2nf05","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Sun","raw_affiliation_strings":["Shandong Provincial Department of Justice, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong Provincial Department of Justice, Jinan, China","institution_ids":["https://openalex.org/I4210116517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018607913","display_name":"Xianye Ben","orcid":"https://orcid.org/0000-0001-8083-3501"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianye Ben","raw_affiliation_strings":["Shandong University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046700486","display_name":"Pengjie Ren","orcid":"https://orcid.org/0000-0003-2964-6422"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengjie Ren","raw_affiliation_strings":["Shandong University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100704700","display_name":"Yujun Li","orcid":"https://orcid.org/0000-0003-4455-5991"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujun Li","raw_affiliation_strings":["Shandong University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100392060"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":null,"apc_paid":null,"fwci":3.2307,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92412629,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1519","last_page":"1529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9671000242233276,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9639000296592712,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7170356512069702},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6785770058631897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5134637951850891},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.47127220034599304},{"id":"https://openalex.org/keywords/sequence-learning","display_name":"Sequence learning","score":0.4565103352069855},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3348771929740906},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.11098510026931763},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08041843771934509}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7170356512069702},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6785770058631897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5134637951850891},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47127220034599304},{"id":"https://openalex.org/C40506919","wikidata":"https://www.wikidata.org/wiki/Q7452469","display_name":"Sequence learning","level":2,"score":0.4565103352069855},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3348771929740906},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.11098510026931763},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08041843771934509}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3726302.3730101","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3726302.3730101","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3730101","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3726302.3730101","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3726302.3730101","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3730101","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2782232053","display_name":null,"funder_award_id":"62322111","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5502878137","display_name":null,"funder_award_id":"62271289","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6283261777","display_name":null,"funder_award_id":"62472261","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320308724","display_name":"Texas Space Grant Consortium","ror":"https://ror.org/05k1jx057"},{"id":"https://openalex.org/F4320316083","display_name":"Tencent","ror":"https://ror.org/00hhjss72"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412377909.pdf","grobid_xml":"https://content.openalex.org/works/W4412377909.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W2963367478","https://openalex.org/W2984100107","https://openalex.org/W3133849783","https://openalex.org/W3153754021","https://openalex.org/W3173365306","https://openalex.org/W3177158382","https://openalex.org/W3206127589","https://openalex.org/W3209810427","https://openalex.org/W4212931205","https://openalex.org/W4213176624","https://openalex.org/W4224316819","https://openalex.org/W4225109328","https://openalex.org/W4284666445","https://openalex.org/W4306317334","https://openalex.org/W4306317697","https://openalex.org/W4316829903","https://openalex.org/W4321485439","https://openalex.org/W4353115442","https://openalex.org/W4367046739","https://openalex.org/W4367189289","https://openalex.org/W4372279027","https://openalex.org/W4379382506","https://openalex.org/W4384641458","https://openalex.org/W4384643619","https://openalex.org/W4384644458","https://openalex.org/W4384652161","https://openalex.org/W4384652641","https://openalex.org/W4384828132","https://openalex.org/W4385567536","https://openalex.org/W4386729575","https://openalex.org/W4386729835","https://openalex.org/W4387846259","https://openalex.org/W4387846312","https://openalex.org/W4387848920","https://openalex.org/W4388221290","https://openalex.org/W4391376193","https://openalex.org/W4392366624","https://openalex.org/W4396758653","https://openalex.org/W4396758696","https://openalex.org/W4400525641","https://openalex.org/W4400526043","https://openalex.org/W4400529481","https://openalex.org/W4400703289","https://openalex.org/W4401857325","https://openalex.org/W4403219636","https://openalex.org/W4403219895","https://openalex.org/W4403221116","https://openalex.org/W4403577782","https://openalex.org/W4412376859"],"related_works":["https://openalex.org/W2112284452","https://openalex.org/W3188962172","https://openalex.org/W2772917594","https://openalex.org/W4312825515","https://openalex.org/W4306742369","https://openalex.org/W3204019825","https://openalex.org/W2883195674","https://openalex.org/W2072736607","https://openalex.org/W3080374445","https://openalex.org/W2964790801"],"abstract_inverted_index":{"The":[0],"quality":[1],"of":[2,9],"augmented":[3],"data":[4,29],"directly":[5],"affects":[6],"the":[7],"performance":[8],"contrastive":[10,21],"learning.":[11],"Low-quality":[12],"augmentation":[13,30],"offers":[14],"limited":[15],"benefits":[16],"for":[17],"model":[18],"optimization.":[19],"Existing":[20],"learning-based":[22],"sequential":[23],"recommendation":[24],"works":[25],"primarily":[26],"utilize":[27],"heuristic":[28],"methods,":[31],"which":[32],"often":[33],"exhibit":[34],"excessive":[35],"randomness":[36],"and":[37],"struggle":[38],"to":[39],"generate":[40],"positive":[41],"samples":[42],"that":[43],"align":[44],"with":[45],"users'":[46],"true":[47],"intentions.":[48]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}
