{"id":"https://openalex.org/W2595191246","doi":"https://doi.org/10.1145/3137597.3137599","title":"Collaborative Filtering for Binary, Positiveonly Data","display_name":"Collaborative Filtering for Binary, Positiveonly Data","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2595191246","doi":"https://doi.org/10.1145/3137597.3137599","mag":"2595191246"},"language":"en","primary_location":{"id":"doi:10.1145/3137597.3137599","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3137597.3137599","pdf_url":null,"source":{"id":"https://openalex.org/S4210176598","display_name":"ACM SIGKDD Explorations Newsletter","issn_l":"1931-0145","issn":["1931-0145","1931-0153"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGKDD Explorations Newsletter","raw_type":"journal-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/A5039402431","display_name":"Koen Verstrepen","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Koen Verstrepen","raw_affiliation_strings":["Froomle, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Froomle, Antwerp, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kanishka Bhaduriy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153776","display_name":"Apple (United States)","ror":"https://ror.org/059hsda18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210153776"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kanishka Bhaduriy","raw_affiliation_strings":["Apple, Inc., Cupertino, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Apple, Inc., Cupertino, USA","institution_ids":["https://openalex.org/I4210153776"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Boris Cule","orcid":null},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Boris Cule","raw_affiliation_strings":["University of Antwerp, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Antwerp, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"last","author":{"id":null,"display_name":"Bart Goethals","orcid":null},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart Goethals","raw_affiliation_strings":["Froomle, University of Antwerp, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Froomle, University of Antwerp, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039402431"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6243,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.76066453,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"19","issue":"1","first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9621000289916992,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9621000289916992,"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/binary-data","display_name":"Binary data","score":0.5401481986045837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4660409986972809},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.3912837505340576},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3038104772567749},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.1142575740814209}],"concepts":[{"id":"https://openalex.org/C2779190172","wikidata":"https://www.wikidata.org/wiki/Q4913888","display_name":"Binary data","level":3,"score":0.5401481986045837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4660409986972809},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.3912837505340576},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3038104772567749},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.1142575740814209}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3137597.3137599","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3137597.3137599","pdf_url":null,"source":{"id":"https://openalex.org/S4210176598","display_name":"ACM SIGKDD Explorations Newsletter","issn_l":"1931-0145","issn":["1931-0145","1931-0153"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGKDD Explorations Newsletter","raw_type":"journal-article"},{"id":"mag:2595191246","is_oa":false,"landing_page_url":"https://repository.uantwerpen.be/docman/irua/4a61ac/130518.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1936106","https://openalex.org/W143080133","https://openalex.org/W284798019","https://openalex.org/W1511814458","https://openalex.org/W1516111018","https://openalex.org/W1555474482","https://openalex.org/W1556081409","https://openalex.org/W1574241439","https://openalex.org/W1588122932","https://openalex.org/W1690919088","https://openalex.org/W1832221731","https://openalex.org/W1854214752","https://openalex.org/W1869574107","https://openalex.org/W1963547115","https://openalex.org/W1968598835","https://openalex.org/W1974318090","https://openalex.org/W1976618413","https://openalex.org/W1976999215","https://openalex.org/W1980134766","https://openalex.org/W1980147176","https://openalex.org/W1987431925","https://openalex.org/W1990843604","https://openalex.org/W1992665562","https://openalex.org/W1996283866","https://openalex.org/W1997348703","https://openalex.org/W1999956270","https://openalex.org/W2004026774","https://openalex.org/W2006822005","https://openalex.org/W2008886893","https://openalex.org/W2023603028","https://openalex.org/W2027829212","https://openalex.org/W2039127023","https://openalex.org/W2042281163","https://openalex.org/W2042998450","https://openalex.org/W2046974451","https://openalex.org/W2049455633","https://openalex.org/W2054141820","https://openalex.org/W2055945388","https://openalex.org/W2063468305","https://openalex.org/W2078663894","https://openalex.org/W2080371694","https://openalex.org/W2100235918","https://openalex.org/W2100755716","https://openalex.org/W2101409192","https://openalex.org/W2102035799","https://openalex.org/W2108920354","https://openalex.org/W2112284959","https://openalex.org/W2113310024","https://openalex.org/W2124187902","https://openalex.org/W2134435539","https://openalex.org/W2142144955","https://openalex.org/W2150886314","https://openalex.org/W2151498529","https://openalex.org/W2171423858","https://openalex.org/W2171960770","https://openalex.org/W2217645240","https://openalex.org/W2403029370","https://openalex.org/W2540422047","https://openalex.org/W2595191246","https://openalex.org/W4244404635","https://openalex.org/W4294541781"],"related_works":[],"abstract_inverted_index":{"Traditional":[0],"collaborative":[1],"ltering":[2],"assumes":[3],"the":[4,53,86,93,110],"availability":[5],"of":[6,9,55,85,89,95,109],"explicit":[7,56],"ratings":[8,18],"users":[10],"for":[11],"items.":[12],"However,":[13,48],"in":[14,97],"many":[15],"cases":[16],"these":[17],"are":[19],"not":[20],"available":[21],"and":[22,124],"only":[23],"binary,":[24,66],"positive-only":[25,30,67],"data":[26,31,68],"is":[27,32],"available.":[28],"Binary,":[29],"typically":[33],"associated":[34],"with":[35],"implicit":[36],"feedback":[37,57],"such":[38,58],"as":[39,59],"items":[40],"bought,":[41],"videos":[42],"watched,":[43],"ads":[44],"clicked":[45],"on,":[46],"etc.":[47],"it":[49,73],"can":[50],"also":[51],"be":[52,76],"results":[54],"likes":[60],"on":[61],"social":[62],"networking":[63],"sites.":[64],"Because":[65],"contains":[69],"no":[70],"negative":[71],"information,":[72],"needs":[74],"to":[75,120],"treated":[77],"differently":[78],"than":[79],"rating":[80],"data.":[81],"As":[82],"a":[83],"result":[84],"growing":[87],"relevance":[88],"this":[90,98,103],"problem":[91],"setting,":[92],"number":[94],"publications":[96],"field":[99],"increases":[100],"rapidly.":[101],"In":[102],"survey,":[104],"we":[105],"provide":[106],"an":[107,114],"overview":[108],"existing":[111],"work":[112],"from":[113],"innovative":[115],"perspective":[116],"that":[117],"allows":[118],"us":[119],"emphasize":[121],"surprising":[122],"commonalities":[123],"key":[125],"differences.":[126]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}