{"id":"https://openalex.org/W2964648863","doi":"https://doi.org/10.24963/ijcai.2019/389","title":"Correlation-Sensitive Next-Basket Recommendation","display_name":"Correlation-Sensitive Next-Basket Recommendation","publication_year":2019,"publication_date":"2019-07-28","ids":{"openalex":"https://openalex.org/W2964648863","doi":"https://doi.org/10.24963/ijcai.2019/389","mag":"2964648863"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2019/389","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2019/389","pdf_url":"https://www.ijcai.org/proceedings/2019/0389.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2019/0389.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109398491","display_name":"Duc-Trong Le","orcid":null},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Duc-Trong Le","raw_affiliation_strings":["School of Information Systems, Singapore Management University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Information Systems, Singapore Management University, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065067629","display_name":"Hady W. Lauw","orcid":"https://orcid.org/0000-0002-8245-8677"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hady W. Lauw","raw_affiliation_strings":["School of Information Systems, Singapore Management University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Information Systems, Singapore Management University, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055103025","display_name":"Yuan Fang","orcid":"https://orcid.org/0000-0002-4265-5289"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuan Fang","raw_affiliation_strings":["School of Information Systems, Singapore Management University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Information Systems, Singapore Management University, Singapore","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109398491"],"corresponding_institution_ids":["https://openalex.org/I79891267"],"apc_list":null,"apc_paid":null,"fwci":12.3291,"has_fulltext":false,"cited_by_count":80,"citation_normalized_percentile":{"value":0.98551041,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2808","last_page":"2814"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9718000292778015,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9707000255584717,"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":0.7241128087043762},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.6805944442749023},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6071296334266663},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5509443283081055},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5053544640541077},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43186870217323303},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.42706581950187683},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41482406854629517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3953986167907715},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3357756733894348},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09853857755661011}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7241128087043762},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.6805944442749023},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6071296334266663},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5509443283081055},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5053544640541077},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43186870217323303},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.42706581950187683},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41482406854629517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3953986167907715},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3357756733894348},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09853857755661011},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.24963/ijcai.2019/389","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2019/389","pdf_url":"https://www.ijcai.org/proceedings/2019/0389.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-5437","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=5437&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.24963/ijcai.2019/389","raw_type":"Conference Proceeding Article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2019/389","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2019/389","pdf_url":"https://www.ijcai.org/proceedings/2019/0389.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2964648863.pdf","grobid_xml":"https://content.openalex.org/works/W2964648863.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1936106","https://openalex.org/W1985854669","https://openalex.org/W1987431925","https://openalex.org/W1989318262","https://openalex.org/W1996283866","https://openalex.org/W2028912620","https://openalex.org/W2064675550","https://openalex.org/W2073013176","https://openalex.org/W2110325612","https://openalex.org/W2146456494","https://openalex.org/W2171279286","https://openalex.org/W2474909202","https://openalex.org/W2734755249","https://openalex.org/W2739521567","https://openalex.org/W2741544350","https://openalex.org/W2783272285","https://openalex.org/W2788997749","https://openalex.org/W2789084759","https://openalex.org/W2798385737","https://openalex.org/W2798984840","https://openalex.org/W2807891923","https://openalex.org/W2808310571","https://openalex.org/W2896962583","https://openalex.org/W2950332743","https://openalex.org/W2964015378","https://openalex.org/W2964044287","https://openalex.org/W3101707147","https://openalex.org/W4297781038"],"related_works":["https://openalex.org/W2487162673","https://openalex.org/W2942366970","https://openalex.org/W2793211469","https://openalex.org/W2949152769","https://openalex.org/W4390273403","https://openalex.org/W4372354731","https://openalex.org/W4386781444","https://openalex.org/W2562400057","https://openalex.org/W1692008701","https://openalex.org/W4246980185"],"abstract_inverted_index":{"Items":[0],"adopted":[1,32],"by":[2],"a":[3,35,41,49,63,109],"user":[4],"over":[5],"time":[6],"are":[7,14,30],"indicative":[8],"of":[9,23,37,43,51,69,77,129,158],"the":[10,59,82,126,145,156,162],"underlying":[11],"preferences.":[12],"We":[13],"concerned":[15],"with":[16,48],"learning":[17],"such":[18],"preferences":[19],"from":[20],"observed":[21],"sequences":[22],"adoptions":[24],"for":[25,81,161],"recommendation.":[26],"As":[27],"multiple":[28],"items":[29,39,71,79,94,130],"commonly":[31],"concurrently,":[33],"e.g.,":[34],"basket":[36,64,102,117,120,146],"grocery":[38],"or":[40],"sitting":[42],"media":[44],"consumption,":[45],"we":[46,85,107],"deal":[47],"sequence":[50],"baskets":[52],"as":[53],"input,":[54],"and":[55,131],"seek":[56],"to":[57,66,97,115,140],"recommend":[58],"next":[60,83],"basket.":[61],"Intuitively,":[62],"tends":[65],"contain":[67],"groups":[68],"related":[70],"that":[72,87],"support":[73],"particular":[74],"needs.":[75],"Instead":[76],"recommending":[78],"independently":[80],"basket,":[84],"hypothesize":[86],"incorporating":[88],"information":[89],"on":[90,150],"pairwise":[91],"correlations":[92,132],"among":[93,133],"would":[95],"help":[96],"arrive":[98],"at":[99],"more":[100],"coherent":[101],"recommendations.":[103],"Towards":[104],"this":[105],"objective,":[106],"develop":[108],"hierarchical":[110],"network":[111],"architecture":[112],"codenamed":[113],"Beacon":[114],"model":[116],"sequences.":[118],"Each":[119],"is":[121,138],"encoded":[122],"taking":[123],"into":[124],"account":[125],"relative":[127],"importance":[128],"item":[134],"pairs.":[135],"This":[136],"encoding":[137],"utilized":[139],"infer":[141],"sequential":[142],"associations":[143],"along":[144],"sequence.":[147],"Extensive":[148],"experiments":[149],"three":[151],"public":[152],"real-life":[153],"datasets":[154],"showcase":[155],"effectiveness":[157],"our":[159],"approach":[160],"next-basket":[163],"recommendation":[164],"problem.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
