{"id":"https://openalex.org/W4296591829","doi":"https://doi.org/10.1145/3523227.3547423","title":"An Interpretable Neural Network Model for Bundle Recommendations","display_name":"An Interpretable Neural Network Model for Bundle Recommendations","publication_year":2022,"publication_date":"2022-09-13","ids":{"openalex":"https://openalex.org/W4296591829","doi":"https://doi.org/10.1145/3523227.3547423"},"language":"en","primary_location":{"id":"doi:10.1145/3523227.3547423","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3523227.3547423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100370278","display_name":"Xinyi Li","orcid":"https://orcid.org/0000-0002-4346-066X"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xinyi Li","raw_affiliation_strings":["Northwestern University, United States"],"affiliations":[{"raw_affiliation_string":"Northwestern University, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082418673","display_name":"Edward C. Malthouse","orcid":"https://orcid.org/0000-0001-7077-0172"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward C. Malthouse","raw_affiliation_strings":["Northwestern University, United States"],"affiliations":[{"raw_affiliation_string":"Northwestern University, United States","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100370278"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":0.2652,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61397704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"722","last_page":"723"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9952999949455261,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9952999949455261,"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/T10320","display_name":"Neural Networks and Applications","score":0.9937999844551086,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9898999929428101,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bundle","display_name":"Bundle","score":0.9542434215545654},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6442399621009827},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6036813259124756},{"id":"https://openalex.org/keywords/bundle-adjustment","display_name":"Bundle adjustment","score":0.5123025178909302},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.49560773372650146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3592491149902344},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35659390687942505},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32406139373779297},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1276828944683075}],"concepts":[{"id":"https://openalex.org/C2778134712","wikidata":"https://www.wikidata.org/wiki/Q1047307","display_name":"Bundle","level":2,"score":0.9542434215545654},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6442399621009827},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6036813259124756},{"id":"https://openalex.org/C179458375","wikidata":"https://www.wikidata.org/wiki/Q1020763","display_name":"Bundle adjustment","level":3,"score":0.5123025178909302},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.49560773372650146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3592491149902344},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35659390687942505},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32406139373779297},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1276828944683075},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3523227.3547423","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3523227.3547423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2005653178","https://openalex.org/W2045563097","https://openalex.org/W2741544350","https://openalex.org/W2893359107","https://openalex.org/W2963367478","https://openalex.org/W2966827122","https://openalex.org/W3035517615","https://openalex.org/W3137073500","https://openalex.org/W3165030819"],"related_works":["https://openalex.org/W2992292799","https://openalex.org/W159468655","https://openalex.org/W4243215409","https://openalex.org/W2961085424","https://openalex.org/W2392056870","https://openalex.org/W2074965918","https://openalex.org/W4306674287","https://openalex.org/W2359040904","https://openalex.org/W2162931489","https://openalex.org/W2371097030"],"abstract_inverted_index":{"A":[0],"users\u2019":[1],"preference":[2],"for":[3,55,63],"a":[4,7,40,68],"bundle":[5,25,41,49,69],"\u2013":[6,16],"set":[8],"of":[9,23,39,67,85],"items":[10],"that":[11],"can":[12,17],"be":[13,18],"purchased":[14],"together":[15],"expressed":[19],"by":[20],"the":[21,27,37,47,56,65,86],"utility":[22,31,38,66],"this":[24],"to":[26,35,45],"user.":[28],"The":[29,73],"multi-attribute":[30],"theory":[32],"motivate":[33],"us":[34],"characterize":[36],"using":[42,70],"its":[43,71],"attributes":[44],"improve":[46],"personalized":[48],"recommendation":[50],"systems.":[51],"This":[52],"extended":[53],"abstract":[54],"Doctoral":[57],"Symposium":[58],"describes":[59],"my":[60],"PhD":[61],"project":[62],"studying":[64],"attributes.":[72],"steps":[74],"taken":[75],"and":[76],"some":[77],"preliminary":[78],"results":[79],"are":[80],"presented,":[81],"with":[82],"an":[83],"outline":[84],"future":[87],"plans.":[88]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
