{"id":"https://openalex.org/W3035642447","doi":"https://doi.org/10.24963/ijcai.2020/323","title":"Intention2Basket: A Neural Intention-driven Approach for Dynamic Next-basket Planning","display_name":"Intention2Basket: A Neural Intention-driven Approach for Dynamic Next-basket Planning","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3035642447","doi":"https://doi.org/10.24963/ijcai.2020/323","mag":"3035642447"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2020/323","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2020/323","pdf_url":"https://www.ijcai.org/proceedings/2020/0323.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2020/0323.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082317196","display_name":"Shoujin Wang","orcid":"https://orcid.org/0000-0003-1133-9379"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shoujin Wang","raw_affiliation_strings":["Department of Computing, Macquarie University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020981025","display_name":"Liang Hu","orcid":"https://orcid.org/0000-0001-7176-2078"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Liang Hu","raw_affiliation_strings":["Advanced Analytics Institute, University of Technology Sydney","University of Shanghai for Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Analytics Institute, University of Technology Sydney","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"University of Shanghai for Science and Technology","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100322712","display_name":"Yan Wang","orcid":"https://orcid.org/0000-0002-5344-1884"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yan Wang","raw_affiliation_strings":["Department of Computing, Macquarie University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080744092","display_name":"Quan Z. Sheng","orcid":"https://orcid.org/0000-0002-3326-4147"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Quan Z. Sheng","raw_affiliation_strings":["Department of Computing, Macquarie University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010152619","display_name":"Mehmet A. Orgun","orcid":"https://orcid.org/0000-0002-7873-1562"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mehmet Orgun","raw_affiliation_strings":["Department of Computing, Macquarie University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000798681","display_name":"Longbing Cao","orcid":"https://orcid.org/0000-0003-1562-9429"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Longbing Cao","raw_affiliation_strings":["Advanced Analytics Institute, University of Technology Sydney"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Analytics Institute, University of Technology Sydney","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":54,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2333","last_page":"2339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9961000084877014,"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":0.9961000084877014,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9898999929428101,"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/planner","display_name":"Planner","score":0.8362129926681519},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7632778882980347},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5898049473762512},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5805071592330933},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5277194380760193},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.5235273838043213},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47224491834640503},{"id":"https://openalex.org/keywords/entertainment","display_name":"Entertainment","score":0.4681288003921509},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4473513662815094}],"concepts":[{"id":"https://openalex.org/C2776999362","wikidata":"https://www.wikidata.org/wiki/Q2349274","display_name":"Planner","level":2,"score":0.8362129926681519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7632778882980347},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5898049473762512},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5805071592330933},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5277194380760193},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.5235273838043213},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47224491834640503},{"id":"https://openalex.org/C512170562","wikidata":"https://www.wikidata.org/wiki/Q173799","display_name":"Entertainment","level":2,"score":0.4681288003921509},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4473513662815094},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.24963/ijcai.2020/323","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2020/323","pdf_url":"https://www.ijcai.org/proceedings/2020/0323.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/147807","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/147807","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2020/323","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2020/323","pdf_url":"https://www.ijcai.org/proceedings/2020/0323.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3035642447.pdf","grobid_xml":"https://content.openalex.org/works/W3035642447.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W245387374","https://openalex.org/W1485009520","https://openalex.org/W1522301498","https://openalex.org/W1924770834","https://openalex.org/W1985854669","https://openalex.org/W1999523061","https://openalex.org/W2001431891","https://openalex.org/W2013831283","https://openalex.org/W2014832886","https://openalex.org/W2072498832","https://openalex.org/W2140310134","https://openalex.org/W2160947509","https://openalex.org/W2161914416","https://openalex.org/W2171279286","https://openalex.org/W2474909202","https://openalex.org/W2565021098","https://openalex.org/W2605242105","https://openalex.org/W2777210537","https://openalex.org/W2788997749","https://openalex.org/W2798984840","https://openalex.org/W2808143564","https://openalex.org/W2885318751","https://openalex.org/W2948382728","https://openalex.org/W2949340817","https://openalex.org/W2964121744","https://openalex.org/W2964648863","https://openalex.org/W2964694324","https://openalex.org/W2966283114","https://openalex.org/W2997310152","https://openalex.org/W2997672513","https://openalex.org/W3012754345","https://openalex.org/W3012952868","https://openalex.org/W3100480425","https://openalex.org/W4229560905","https://openalex.org/W4236304350","https://openalex.org/W4249751581","https://openalex.org/W6650729571","https://openalex.org/W6863631769","https://openalex.org/W6863994431","https://openalex.org/W6864014924"],"related_works":["https://openalex.org/W804484174","https://openalex.org/W1568779110","https://openalex.org/W4244698559","https://openalex.org/W4246538999","https://openalex.org/W2002361198","https://openalex.org/W56933075","https://openalex.org/W2381278952","https://openalex.org/W2146449547","https://openalex.org/W618994464","https://openalex.org/W2142481402"],"abstract_inverted_index":{"User":[0],"purchase":[1],"behaviours":[2,47],"are":[3,8,68,139],"complex":[4,37],"and":[5,38,55,77,112,115,134,146],"dynamic,":[6],"which":[7],"usually":[9,89],"observed":[10],"as":[11,31,107],"multiple":[12],"choice":[13],"actions":[14,30,67],"across":[15],"a":[16,129,135,152],"sequence":[17,33,153],"of":[18,22,45,51,154,169],"shopping":[19],"baskets.":[20],"Most":[21],"the":[23,49,58,104,118,148,159,167,172],"existing":[24],"next-basket":[25,105],"prediction":[26,59,106],"approaches":[27],"model":[28,145],"user":[29,40,46,66],"homogeneous":[32],"data":[34],"without":[35],"considering":[36],"heterogeneous":[39,149],"intentions,":[41],"impeding":[42],"deep":[43],"under-standing":[44],"from":[48],"perspective":[50],"human":[52],"inside":[53],"drivers":[54],"thus":[56],"reducing":[57],"performance.":[60],"Psychological":[61],"theories":[62],"have":[63,90],"indicated":[64],"that":[65],"essentially":[69],"driven":[70],"by":[71,98],"certain":[72],"underlying":[73],"intentions":[74,81,150],"(e.g.,":[75],"diet":[76],"entertainment).":[78],"Moreover,":[79],"different":[80,87,91],"may":[82],"influence":[83],"each":[84],"other":[85],"while":[86],"choices":[88],"utilities":[92],"to":[93,142,156],"accomplish":[94,147],"an":[95,108,126],"intention.":[96],"Inspired":[97],"such":[99],"psychological":[100],"insights,":[101],"we":[102],"formalize":[103],"Intention":[109,127,131],"Recognition,":[110],"Modelling":[111],"Accomplishing":[113],"problem":[114],"further":[116],"design":[117],"Intention2Basket":[119],"(Int2Ba":[120],"in":[121],"short)":[122],"model.":[123],"In":[124],"Int2Ba,":[125],"Recognizer,":[128],"Coupled":[130],"Chain":[132],"Net,":[133],"Dynamic":[136],"Basket":[137],"Planner":[138],"specifically":[140],"designed":[141],"respectively":[143],"recognize,":[144],"behind":[151],"baskets":[155],"better":[157],"plan":[158],"next-basket.":[160],"Extensive":[161],"experiments":[162],"on":[163],"real-world":[164],"datasets":[165],"show":[166],"superiority":[168],"Int2Ba":[170],"over":[171],"state-of-the-art":[173],"approaches.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}