{"id":"https://openalex.org/W2747800618","doi":"https://doi.org/10.1145/3109859.3109982","title":"Visual Analysis of Recommendation Performance","display_name":"Visual Analysis of Recommendation Performance","publication_year":2017,"publication_date":"2017-08-24","ids":{"openalex":"https://openalex.org/W2747800618","doi":"https://doi.org/10.1145/3109859.3109982","mag":"2747800618"},"language":"en","primary_location":{"id":"doi:10.1145/3109859.3109982","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3109859.3109982","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eleventh 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/A5060454956","display_name":"Ludovik \u00c7oba","orcid":"https://orcid.org/0000-0003-1905-7472"},"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":true,"raw_author_name":"Ludovik \u00c7oba","raw_affiliation_strings":["Free University of Bozen, Bolzano, Italy"],"affiliations":[{"raw_affiliation_string":"Free University of Bozen, Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004690613","display_name":"Panagiotis Symeonidis","orcid":"https://orcid.org/0000-0003-0685-3568"},"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":"Panagiotis Symeonidis","raw_affiliation_strings":["Free University of Bozen, Bolzano, Italy"],"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"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Markus Zanker","raw_affiliation_strings":["Free University of Bozen, Bolzano, Italy"],"affiliations":[{"raw_affiliation_string":"Free University of Bozen, Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060454956"],"corresponding_institution_ids":["https://openalex.org/I171543936"],"apc_list":null,"apc_paid":null,"fwci":0.182,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.56582232,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"362","last_page":"363"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9908999800682068,"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":0.9749000072479248,"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/exploit","display_name":"Exploit","score":0.8512774705886841},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8407791256904602},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6725654602050781},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5954201817512512},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5172843933105469},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4703376889228821},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4258274435997009},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38411226868629456},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35047978162765503},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3349345624446869},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.31854933500289917}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.8512774705886841},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8407791256904602},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6725654602050781},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5954201817512512},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5172843933105469},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4703376889228821},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4258274435997009},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38411226868629456},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35047978162765503},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3349345624446869},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.31854933500289917},{"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},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3109859.3109982","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3109859.3109982","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eleventh ACM Conference on Recommender Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:alma.39UBZ_INST:11235327910001241","is_oa":false,"landing_page_url":"https://recsys.acm.org/recsys17/","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1224564842","https://openalex.org/W2019313057","https://openalex.org/W2046974451","https://openalex.org/W2128629010","https://openalex.org/W2150886314","https://openalex.org/W2219888463","https://openalex.org/W2284074706","https://openalex.org/W2575132155"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W2362367986","https://openalex.org/W348707231","https://openalex.org/W2064719069","https://openalex.org/W3041760129","https://openalex.org/W2062940763","https://openalex.org/W2186032312"],"abstract_inverted_index":{"rrecsys":[0,18],"is":[1,28],"a":[2],"novel":[3],"library":[4,44],"in":[5],"R":[6,36],"for":[7,21,61,69],"developing":[8],"and":[9,53,57],"assessing":[10],"recommendation":[11,25,55],"algorithms.":[12],"In":[13,38],"this":[14],"demo,":[15],"we":[16,40],"extend":[17],"with":[19],"functions":[20],"visual":[22],"analytics":[23],"of":[24,30,34],"performance,":[26],"that":[27],"one":[29],"the":[31,35,43],"strong":[32],"capabilities":[33],"environment.":[37],"particular,":[39],"show":[41],"how":[42],"can":[45],"be":[46],"used":[47],"to":[48,58,65],"depict":[49],"dataset":[50],"characteristics,":[51],"train":[52],"test":[54],"algorithms":[56],"visually":[59],"assess,":[60],"instance,":[62],"their":[63],"capability":[64],"exploit":[66],"long-tail":[67],"items":[68],"making":[70],"correct":[71],"predictions.":[72]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
