{"id":"https://openalex.org/W3217032564","doi":"https://doi.org/10.1109/icstcc52150.2021.9607106","title":"Explainable Collaborative Filtering Recommendations Enriched with Contextual Information","display_name":"Explainable Collaborative Filtering Recommendations Enriched with Contextual Information","publication_year":2021,"publication_date":"2021-10-20","ids":{"openalex":"https://openalex.org/W3217032564","doi":"https://doi.org/10.1109/icstcc52150.2021.9607106","mag":"3217032564"},"language":"en","primary_location":{"id":"doi:10.1109/icstcc52150.2021.9607106","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icstcc52150.2021.9607106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 25th International Conference on System Theory, Control and Computing (ICSTCC)","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/A5048017396","display_name":"Alexandra Vultureanu\u2010Albi\u015fi","orcid":"https://orcid.org/0000-0001-7467-7231"},"institutions":[{"id":"https://openalex.org/I97553796","display_name":"University of Craiova","ror":"https://ror.org/03s251g81","country_code":"RO","type":"education","lineage":["https://openalex.org/I97553796"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Alexandra Vultureanu-Albisi","raw_affiliation_strings":["Faculty of Automatics, Computers and Electronics, University of Craiova, Craiova, Rom\u00e2nia"],"affiliations":[{"raw_affiliation_string":"Faculty of Automatics, Computers and Electronics, University of Craiova, Craiova, Rom\u00e2nia","institution_ids":["https://openalex.org/I97553796"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004297417","display_name":"Costin B\u0103dic\u0103","orcid":"https://orcid.org/0000-0001-8480-9867"},"institutions":[{"id":"https://openalex.org/I97553796","display_name":"University of Craiova","ror":"https://ror.org/03s251g81","country_code":"RO","type":"education","lineage":["https://openalex.org/I97553796"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Costin Badica","raw_affiliation_strings":["Faculty of Automatics, Computers and Electronics, University of Craiova, Craiova, Rom\u00e2nia"],"affiliations":[{"raw_affiliation_string":"Faculty of Automatics, Computers and Electronics, University of Craiova, Craiova, Rom\u00e2nia","institution_ids":["https://openalex.org/I97553796"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048017396"],"corresponding_institution_ids":["https://openalex.org/I97553796"],"apc_list":null,"apc_paid":null,"fwci":0.5508,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74580923,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"701","last_page":"706"},"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":0.9837999939918518,"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":0.9761000275611877,"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/novelty","display_name":"Novelty","score":0.8332546949386597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8134298324584961},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.7902740240097046},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7887390851974487},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.715795636177063},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5716680288314819},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.47017043828964233},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37564384937286377},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3557276725769043}],"concepts":[{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.8332546949386597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8134298324584961},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7902740240097046},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7887390851974487},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.715795636177063},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5716680288314819},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.47017043828964233},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37564384937286377},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3557276725769043},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icstcc52150.2021.9607106","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icstcc52150.2021.9607106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 25th International Conference on System Theory, Control and Computing (ICSTCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4000000059604645,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W44611163","https://openalex.org/W192167603","https://openalex.org/W1560147776","https://openalex.org/W1966553486","https://openalex.org/W1967661515","https://openalex.org/W1999047234","https://openalex.org/W2008886893","https://openalex.org/W2030144199","https://openalex.org/W2077670823","https://openalex.org/W2082404436","https://openalex.org/W2086756074","https://openalex.org/W2099866409","https://openalex.org/W2112430581","https://openalex.org/W2116802659","https://openalex.org/W2124591829","https://openalex.org/W2153274408","https://openalex.org/W2155106456","https://openalex.org/W2159094788","https://openalex.org/W2171960770","https://openalex.org/W2202505358","https://openalex.org/W2341535507","https://openalex.org/W2341865734","https://openalex.org/W2469073190","https://openalex.org/W2493343568","https://openalex.org/W2747523828","https://openalex.org/W2754180489","https://openalex.org/W2871510744","https://openalex.org/W2975456086","https://openalex.org/W2982601486","https://openalex.org/W3014906736","https://openalex.org/W3014972541","https://openalex.org/W3015944880","https://openalex.org/W3028967430","https://openalex.org/W3035812881","https://openalex.org/W3085807072","https://openalex.org/W3117797869","https://openalex.org/W3118540874","https://openalex.org/W3121531027","https://openalex.org/W3122507327","https://openalex.org/W3126776371","https://openalex.org/W3157661072","https://openalex.org/W3164166762","https://openalex.org/W4226065182","https://openalex.org/W4245605774","https://openalex.org/W4288083766","https://openalex.org/W4295095364","https://openalex.org/W4298291947","https://openalex.org/W4389739628","https://openalex.org/W6677446147","https://openalex.org/W6703949738","https://openalex.org/W6720075031","https://openalex.org/W6743017455","https://openalex.org/W6747597117","https://openalex.org/W6775878879","https://openalex.org/W6794411318","https://openalex.org/W6795906879"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W4376854386","https://openalex.org/W2202724490"],"abstract_inverted_index":{"Today,":[0],"the":[1,17,23,42,47,50,67,70,78,95,144,150,153],"most":[2],"important":[3],"requirement":[4,21],"of":[5,25,49,61,69,90,146,152,164],"intelligent":[6],"systems":[7,130],"is":[8,22,131,138],"to":[9,12,16,31,38],"be":[10],"able":[11],"explain":[13],"their":[14],"decisions":[15],"end-user.":[18],"Fulfilling":[19],"this":[20,167],"goal":[24],"explainable":[26,33,56,128,134],"AI":[27],"(XAI)":[28],"that":[29,35,124],"proposes":[30],"produce":[32],"models":[34],"enable":[36],"end-users":[37],"understand":[39],"and":[40,110,113,140,149],"trust":[41],"models.":[43],"This":[44,52,158],"research":[45,165],"addresses":[46],"explainability":[48],"recommendations.":[51],"paper":[53,159],"presents":[54],"an":[55,162],"recommender":[57,129],"system":[58],"for":[59,116],"point":[60],"interest":[62],"recommendations":[63,117,148,154],"taking":[64],"into":[65],"account":[66],"context":[68],"user.":[71],"In":[72],"our":[73,91],"experiments":[74],"we":[75,125],"have":[76],"used":[77],"STS":[79],"(South":[80],"Tyrol":[81],"Suggests)":[82],"dataset.":[83],"The":[84,122],"following":[85],"major":[86],"steps":[87],"are":[88],"part":[89],"methodology:":[92],"i)":[93],"presenting":[94,114],"dataset,":[96],"ii)":[97],"using":[98,107],"Restricted":[99],"Boltzmann":[100],"Machine":[101],"based":[102,118,155],"collaborative":[103],"filtering":[104],"recommendations,":[105],"iii)":[106],"contextual":[108,120],"information,":[109],"iv)":[111],"extracting":[112],"explanations":[115,151],"on":[119,156,166],"information.":[121],"novelty":[123],"propose":[126],"in":[127],"a":[132],"new":[133],"recommendation":[135],"technique,":[136],"which":[137],"quantitative":[139],"qualitative,":[141],"providing":[142],"both":[143],"list":[145],"top-n":[147],"context.":[157],"also":[160],"provides":[161],"overview":[163],"topic.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"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"}