{"id":"https://openalex.org/W4205777432","doi":"https://doi.org/10.1109/mci.2021.3129958","title":"RecoXplainer: A Library for Development and Offline Evaluation of Explainable Recommender Systems","display_name":"RecoXplainer: A Library for Development and Offline Evaluation of Explainable Recommender Systems","publication_year":2022,"publication_date":"2022-01-13","ids":{"openalex":"https://openalex.org/W4205777432","doi":"https://doi.org/10.1109/mci.2021.3129958"},"language":"en","primary_location":{"id":"doi:10.1109/mci.2021.3129958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mci.2021.3129958","pdf_url":null,"source":{"id":"https://openalex.org/S104797584","display_name":"IEEE Computational Intelligence Magazine","issn_l":"1556-603X","issn":["1556-603X","1556-6048"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computational Intelligence Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ieeexplore.ieee.org/abstract/document/9679765","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060454956","display_name":"Ludovik \u00c7oba","orcid":"https://orcid.org/0000-0003-1905-7472"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ludovik Coba","raw_affiliation_strings":["Koa Health, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Koa Health, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070433751","display_name":"Roberto Confalonieri","orcid":"https://orcid.org/0000-0003-0936-2123"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Confalonieri","raw_affiliation_strings":["Free University of Bozen-Bolzano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039093142","display_name":"Markus Zanker","orcid":"https://orcid.org/0000-0002-4805-5516"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]},{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT","IT"],"is_corresponding":false,"raw_author_name":"Markus Zanker","raw_affiliation_strings":["Free University of Bozen-Bolzano, Italy","University of Klagenfurt, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]},{"raw_affiliation_string":"University of Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.5765,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.96580423,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"17","issue":"1","first_page":"46","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9983999729156494,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.992900013923645,"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":0.8655831813812256},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.840008020401001},{"id":"https://openalex.org/keywords/persuasion","display_name":"Persuasion","score":0.5542086958885193},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4657291769981384},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3795618712902069},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2660202980041504}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8655831813812256},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.840008020401001},{"id":"https://openalex.org/C2781310500","wikidata":"https://www.wikidata.org/wiki/Q1231428","display_name":"Persuasion","level":2,"score":0.5542086958885193},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4657291769981384},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3795618712902069},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2660202980041504},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/mci.2021.3129958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mci.2021.3129958","pdf_url":null,"source":{"id":"https://openalex.org/S104797584","display_name":"IEEE Computational Intelligence Magazine","issn_l":"1556-603X","issn":["1556-603X","1556-6048"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computational Intelligence Magazine","raw_type":"journal-article"},{"id":"pmh:oai:alma.39UBZ_INST:11291548430001241","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/abstract/document/9679765","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"Open Research (University of Surrey)","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:unibz.it:11291548430001241","is_oa":true,"landing_page_url":"https://bia.unibz.it/esploro/outputs/journalArticle/RecoXplainer-A-Library-for-Development-and/991006481797801241","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"Open Research (University of Surrey)","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:www.research.unipd.it:11577/3471609","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/9679765","pdf_url":null,"source":{"id":"https://openalex.org/S4306402547","display_name":"Padua Research Archive (University of Padova)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:alma.39UBZ_INST:11291548430001241","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/abstract/document/9679765","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"Open Research (University of Surrey)","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1994389483","https://openalex.org/W1996283866","https://openalex.org/W2007528787","https://openalex.org/W2048567639","https://openalex.org/W2079361215","https://openalex.org/W2101409192","https://openalex.org/W2103347723","https://openalex.org/W2108630796","https://openalex.org/W2113362740","https://openalex.org/W2117850960","https://openalex.org/W2130369780","https://openalex.org/W2134584261","https://openalex.org/W2140310134","https://openalex.org/W2150886314","https://openalex.org/W2167893057","https://openalex.org/W2187089797","https://openalex.org/W2219888463","https://openalex.org/W2223821166","https://openalex.org/W2251771443","https://openalex.org/W2523451931","https://openalex.org/W2594475271","https://openalex.org/W2605350416","https://openalex.org/W2620618711","https://openalex.org/W2746910012","https://openalex.org/W2786672974","https://openalex.org/W2793471462","https://openalex.org/W2798435682","https://openalex.org/W2808925008","https://openalex.org/W2874411262","https://openalex.org/W2953218817","https://openalex.org/W2957191877","https://openalex.org/W2972059645","https://openalex.org/W2972722138","https://openalex.org/W2973874337","https://openalex.org/W2999887291","https://openalex.org/W3015449728","https://openalex.org/W3040323576","https://openalex.org/W3088014761","https://openalex.org/W3091060212","https://openalex.org/W3093718041","https://openalex.org/W3101366597","https://openalex.org/W3104561502","https://openalex.org/W3105114834","https://openalex.org/W3132091045","https://openalex.org/W3158842640","https://openalex.org/W3192261852","https://openalex.org/W4234836739","https://openalex.org/W4235539094","https://openalex.org/W4244707235","https://openalex.org/W6679399369","https://openalex.org/W6680830989","https://openalex.org/W6748816842","https://openalex.org/W6767991262","https://openalex.org/W6772972814","https://openalex.org/W6783407907","https://openalex.org/W7015761149"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1193337282","https://openalex.org/W1662240627","https://openalex.org/W2161303371","https://openalex.org/W3169835994","https://openalex.org/W1546646725","https://openalex.org/W1974065322","https://openalex.org/W1536610849","https://openalex.org/W1480504010"],"abstract_inverted_index":{"Since":[0],"recommender":[1,71,115],"systems":[2,72],"play":[3],"an":[4,101],"important":[5],"role":[6],"in":[7,15,50,53,135],"our":[8,60],"online":[9],"experience":[10],"today":[11],"and":[12,41,52,67,93,104,111,125],"are":[13,23,81],"involved":[14],"a":[16],"wide":[17],"range":[18],"of":[19,36,59,69,87,113,141],"decisions,":[20],"multiple":[21],"stakeholders":[22],"requesting":[24],"explanations":[25,37],"for":[26,65],"the":[27,34,57,76,85,109,139,142],"corresponding":[28],"algorithmic":[29],"predictions.":[30],"These":[31],"demands\u2014together":[32],"with":[33,84],"benefits":[35],"(e.g.,":[38],"trust,":[39],"efficiency,":[40],"sometimes":[42],"even":[43],"persuasion)\u2014have":[44],"triggered":[45],"significant":[46],"interest":[47],"from":[48],"researchers":[49,80],"academia":[51],"industry.":[54],"Nonetheless,":[55],"to":[56,75,137],"best":[58],"knowledge,":[61],"no":[62],"comprehensive":[63],"toolkit":[64],"development":[66,110],"evaluation":[68,112,133],"explainable":[70,114],"is":[73],"available":[74],"community":[77],"yet.":[78],"Instead,":[79],"frequently":[82],"faced":[83],"challenge":[86],"re-implementing":[88],"prior":[89],"algorithms":[90],"when":[91],"creating":[92],"evaluating":[94],"new":[95],"approaches.":[96],"This":[97],"paper":[98],"introduces":[99],"recoXplainer,":[100],"easy-to-use,":[102],"unified":[103],"extendable":[105],"library":[106],"that":[107],"supports":[108],"systems.":[116],"recoXplainer":[117],"includes":[118],"several":[119],"state-of-the-art":[120],"black":[121],"box":[122],"algorithms,":[123],"model-based":[124],"post-hoc":[126],"explainability":[127],"techniques,":[128],"as":[129,131],"well":[130],"offline":[132],"metrics":[134],"order":[136],"assess":[138],"quality":[140],"explanation":[143],"algorithms.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
