{"id":"https://openalex.org/W3057158933","doi":"https://doi.org/10.1109/access.2020.3018030","title":"Next Basket Recommendation Model Based on Attribute-Aware Multi-Level Attention","display_name":"Next Basket Recommendation Model Based on Attribute-Aware Multi-Level Attention","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3057158933","doi":"https://doi.org/10.1109/access.2020.3018030","mag":"3057158933"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3018030","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3018030","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09171294.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09171294.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038899667","display_name":"Tong Liu","orcid":"https://orcid.org/0000-0003-4947-1340"},"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":true,"raw_author_name":"Tong Liu","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084798060","display_name":"Xianrui Yin","orcid":"https://orcid.org/0000-0002-5863-3770"},"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":"Xianrui Yin","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115601629","display_name":"Weijian Ni","orcid":"https://orcid.org/0000-0002-7924-7350"},"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":"Weijian Ni","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038899667"],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.7776,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.92362725,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"153872","last_page":"153880"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9725000262260437,"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":0.9599000215530396,"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":0.8449199199676514},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7887488007545471},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5878273248672485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.550293505191803},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.511886715888977},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4400452971458435},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4383564293384552},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4366234540939331},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.41484004259109497},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33984753489494324},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.3345964550971985}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8449199199676514},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7887488007545471},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5878273248672485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.550293505191803},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.511886715888977},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4400452971458435},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4383564293384552},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4366234540939331},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.41484004259109497},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33984753489494324},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.3345964550971985},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3018030","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3018030","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09171294.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8f55bc0dd106451aa6bff65928f0769f","is_oa":true,"landing_page_url":"https://doaj.org/article/8f55bc0dd106451aa6bff65928f0769f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 153872-153880 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3018030","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3018030","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09171294.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","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/G2811354475","display_name":null,"funder_award_id":"71704096","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/G3744313044","display_name":null,"funder_award_id":"Social","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/G4675034360","display_name":null,"funder_award_id":"61602278","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"}],"funders":[{"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/W3057158933.pdf","grobid_xml":"https://content.openalex.org/works/W3057158933.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1514535095","https://openalex.org/W1531333757","https://openalex.org/W1902237438","https://openalex.org/W1985854669","https://openalex.org/W2054141820","https://openalex.org/W2056125795","https://openalex.org/W2064675550","https://openalex.org/W2066928660","https://openalex.org/W2069480896","https://openalex.org/W2130942839","https://openalex.org/W2133564696","https://openalex.org/W2135029798","https://openalex.org/W2157331557","https://openalex.org/W2171279286","https://openalex.org/W2262249176","https://openalex.org/W2474909202","https://openalex.org/W2605350416","https://openalex.org/W2788997749","https://openalex.org/W2798984840","https://openalex.org/W2808310571","https://openalex.org/W2889526258","https://openalex.org/W2899457523","https://openalex.org/W2913795167","https://openalex.org/W2951904784","https://openalex.org/W2963146368","https://openalex.org/W2963902947","https://openalex.org/W2963974889","https://openalex.org/W2965744319","https://openalex.org/W2965898633","https://openalex.org/W2975356217","https://openalex.org/W3100480425","https://openalex.org/W3101707147","https://openalex.org/W4288083766","https://openalex.org/W4295312788","https://openalex.org/W4299286960","https://openalex.org/W4385245566","https://openalex.org/W6630875275","https://openalex.org/W6679434410","https://openalex.org/W6680012447","https://openalex.org/W6692935382","https://openalex.org/W6692962889","https://openalex.org/W6739901393","https://openalex.org/W6748441964","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W3127142483","https://openalex.org/W4385565564","https://openalex.org/W2898073868","https://openalex.org/W2138488530","https://openalex.org/W2798835721","https://openalex.org/W2971071571","https://openalex.org/W2387658907","https://openalex.org/W2922169395","https://openalex.org/W2385796165","https://openalex.org/W25098770"],"abstract_inverted_index":{"Next":[0],"basket":[1,17,31,97],"recommendation":[2,32,98],"is":[3,151],"a":[4,16,34,56,67],"challenging":[5],"problem,":[6],"mainly":[7],"due":[8],"to":[9],"the":[10,13,44,49,61,64,72,80,90,101,104,110,119,132,137,147,149],"relationships":[11,62],"among":[12,63],"items":[14,65],"in":[15,22,66,144],"almost":[18],"not":[19],"being":[20],"considered":[21],"current":[23],"research.":[24],"In":[25,39,100],"this":[26],"article,":[27],"we":[28,41,54,107],"address":[29],"next":[30,96],"with":[33,131],"novel":[35],"deep":[36],"learning":[37],"architecture.":[38],"particular,":[40],"consider":[42],"both":[43],"short-term":[45],"user":[46,51],"interests":[47],"and":[48,53,82,125,139,155],"long-term":[50],"preferences,":[52],"design":[55],"new":[57],"attention":[58],"that":[59,89],"considers":[60],"basket.":[68],"We":[69],"extensively":[70],"evaluated":[71],"proposed":[73,91],"model":[74,92,116,135],"on":[75,136],"two":[76],"benchmark":[77],"data":[78],"sets,":[79],"Ta-Feng":[81,140],"JingDong":[83,138],"datasets.":[84],"The":[85,115],"experimental":[86],"results":[87],"show":[88],"outperforms":[93],"several":[94],"state-of-the-art":[95],"models.":[99],"experiments":[102],"of":[103,112,146],"modules'":[105],"effects,":[106],"also":[108],"verify":[109],"effectiveness":[111],"each":[113],"module.":[114],"significantly":[117],"improves":[118],"NDCG":[120],"by":[121,153],"25.5":[122],"percentage":[123,127,157],"points":[124,128],"5":[126],"when":[129],"compared":[130],"uncompleted":[133],"network":[134],"datasets,":[141],"respectively;":[142],"while":[143],"terms":[145],"F1,":[148],"performance":[150],"improved":[152],"14.6":[154],"23.4":[156],"points,":[158],"respectively.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}