{"id":"https://openalex.org/W4384890880","doi":"https://doi.org/10.1145/3539618.3591771","title":"Strategy-aware Bundle Recommender System","display_name":"Strategy-aware Bundle Recommender System","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384890880","doi":"https://doi.org/10.1145/3539618.3591771"},"language":"en","primary_location":{"id":"doi:10.1145/3539618.3591771","doi":"https://doi.org/10.1145/3539618.3591771","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591771","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3539618.3591771","source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4384890880"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3539618.3591771","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039731055","display_name":"Yinwei Wei","orcid":"https://orcid.org/0000-0003-1791-3159","observed_orcids":["https://orcid.org/0000-0003-1791-3159"]},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yinwei Wei","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-1791-3159","affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101438813","display_name":"Xiaohao Liu","orcid":"https://orcid.org/0000-0001-6037-8580","observed_orcids":["https://orcid.org/0000-0001-6037-8580"]},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohao Liu","raw_affiliation_strings":["University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6037-8580","affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089377262","display_name":"Yunshan Ma","orcid":"https://orcid.org/0000-0003-3038-5389","observed_orcids":["https://orcid.org/0000-0003-3038-5389","https://orcid.org/0000-0002-0196-1052"]},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yunshan Ma","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-3038-5389","affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100389037","display_name":"Xiang Wang","orcid":"https://orcid.org/0000-0002-6148-6329","observed_orcids":["https://orcid.org/0000-0002-6148-6329","https://orcid.org/0000-0002-2312-0166"]},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Wang","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-6148-6329","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038612499","display_name":"Liqiang Nie","orcid":"https://orcid.org/0000-0003-1476-0273","observed_orcids":["https://orcid.org/0000-0003-1476-0273"]},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqiang Nie","raw_affiliation_strings":["Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-1476-0273","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089404640","display_name":"Tat\u2010Seng Chua","orcid":"https://orcid.org/0000-0001-6097-7807","observed_orcids":["https://orcid.org/0000-0001-6097-7807"]},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tat-Seng Chua","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-6097-7807","affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.0053,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.97948681,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1198","last_page":"1207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"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":1.0,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.0,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bundle-recommendation","display_name":"bundle recommendation","score":0.9929999709129333},{"id":"https://openalex.org/keywords/bundling-strategy","display_name":"bundling strategy","score":0.9649999737739563},{"id":"https://openalex.org/keywords/sparsity","display_name":"sparsity","score":0.6340000033378601},{"id":"https://openalex.org/keywords/user-representation","display_name":"user representation","score":0.7549999952316284},{"id":"https://openalex.org/keywords/interaction-prediction","display_name":"interaction prediction","score":0.9089999794960022},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.7390000224113464}],"concepts":[{"id":"https://openalex.org/C2778134712","wikidata":"https://www.wikidata.org/wiki/Q1047307","display_name":"Bundle","level":2,"score":0.9572007060050964},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7107484936714172},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6390752792358398},{"id":"https://openalex.org/C179458375","wikidata":"https://www.wikidata.org/wiki/Q1020763","display_name":"Bundle adjustment","level":3,"score":0.6223790645599365},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39314109086990356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22412246465682983},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3539618.3591771","doi":"https://doi.org/10.1145/3539618.3591771","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591771","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3539618.3591771","source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-11899","doi":null,"is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/10897","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/3539618.3591771","raw_type":"Conference Proceeding Article"}],"best_oa_location":{"id":"doi:10.1145/3539618.3591771","doi":"https://doi.org/10.1145/3539618.3591771","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591771","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3539618.3591771","source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3204958918","display_name":null,"funder_award_id":"No.: 9227010114, No.:U1936203, No.:62236003","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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384890880.pdf","grobid_xml":"https://content.openalex.org/works/W4384890880.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W91851626","https://openalex.org/W2140310134","https://openalex.org/W2945827670","https://openalex.org/W2966827122","https://openalex.org/W2982108874","https://openalex.org/W2984100107","https://openalex.org/W2994850640","https://openalex.org/W2997563949","https://openalex.org/W3005071803","https://openalex.org/W3033630125","https://openalex.org/W3034471508","https://openalex.org/W3035380217","https://openalex.org/W3035669589","https://openalex.org/W3045200674","https://openalex.org/W3093002391","https://openalex.org/W3094502228","https://openalex.org/W3156861396","https://openalex.org/W3164548985","https://openalex.org/W3207257408","https://openalex.org/W3207267733","https://openalex.org/W3209048663","https://openalex.org/W4226433344","https://openalex.org/W4281747803","https://openalex.org/W4284668205","https://openalex.org/W4284668616","https://openalex.org/W4284679571","https://openalex.org/W4284692242","https://openalex.org/W4288096824","https://openalex.org/W4312271813","https://openalex.org/W4361230837","https://openalex.org/W4392902613"],"related_works":["https://openalex.org/W4389675234","https://openalex.org/W2741544350","https://openalex.org/W4284686601","https://openalex.org/W2058436802","https://openalex.org/W7139963760","https://openalex.org/W3034471508","https://openalex.org/W7116092849","https://openalex.org/W2966827122","https://openalex.org/W4409152540","https://openalex.org/W3212307688"],"abstract_inverted_index":{"A":[0],"bundle":[1,58,66,74,89,93],"is":[2],"a":[3,57],"group":[4],"of":[5,40],"items":[6,55],"that":[7,23,45],"provides":[8],"improved":[9],"services":[10],"to":[11,32,83],"users":[12],"and":[13,73,88],"increased":[14],"profits":[15],"for":[16,76,91],"sellers.":[17],"However,":[18],"locating":[19],"the":[20,25,33,37,49,54,65,70,85,92],"desired":[21],"bundles":[22],"match":[24],"users'":[26],"tastes":[27],"still":[28],"challenges":[29],"us,":[30],"due":[31],"sparsity":[34],"issue.":[35],"Despite":[36],"remarkable":[38],"performance":[39],"existing":[41],"approaches,":[42],"we":[43,81],"argue":[44],"they":[46],"seldom":[47],"consider":[48],"bundling":[50],"strategy":[51],"(i.e.,":[52],"how":[53],"within":[56],"are":[59],"associated":[60],"with":[61],"each":[62],"other)":[63],"in":[64,69],"recommendation,":[67],"resulting":[68],"suboptimal":[71],"user":[72,87],"representations":[75,90],"their":[77],"interaction":[78],"prediction.":[79],"Therefore,":[80],"propose":[82],"model":[84],"strategy-aware":[86],"recommendation.":[94]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":15},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2023-07-21T00:00:00"}