{"id":"https://openalex.org/W1976688089","doi":"https://doi.org/10.1109/bigdata.2013.6691609","title":"Elver: Recommending Facebook pages in cold start situation without content features","display_name":"Elver: Recommending Facebook pages in cold start situation without content features","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W1976688089","doi":"https://doi.org/10.1109/bigdata.2013.6691609","mag":"1976688089"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2013.6691609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2013.6691609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Big Data","raw_type":"proceedings-article"},"type":"conference-paper","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/A5058457237","display_name":"Yusheng Xie","orcid":"https://orcid.org/0000-0002-8581-4614"},"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":"Yusheng Xie","raw_affiliation_strings":["Northwestern University, Evanston, Illinois, USA","Northwestern Univ. Evanston, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern Univ. Evanston, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075127080","display_name":"Zhengzhang Chen","orcid":"https://orcid.org/0000-0002-6803-0535"},"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":"Zhengzhang Chen","raw_affiliation_strings":["Northwestern University, Evanston, Illinois, USA","Northwestern Univ. Evanston, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern Univ. Evanston, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100449420","display_name":"Kunpeng Zhang","orcid":"https://orcid.org/0000-0001-5511-3174"},"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":"Kunpeng Zhang","raw_affiliation_strings":["Northwestern University, Evanston, Illinois, USA","Northwestern Univ. Evanston, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern Univ. Evanston, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chen Jin","orcid":null},"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":"Chen Jin","raw_affiliation_strings":["Northwestern University, Evanston, Illinois, USA","Northwestern Univ. Evanston, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern Univ. Evanston, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101580524","display_name":"Yu Cheng","orcid":"https://orcid.org/0009-0003-9436-674X"},"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":"Yu Cheng","raw_affiliation_strings":["Northwestern University, Evanston, Illinois, USA","Northwestern Univ. Evanston, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern Univ. Evanston, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004659592","display_name":"Ankit Agrawal","orcid":"https://orcid.org/0000-0002-5519-0302"},"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":"Ankit Agrawal","raw_affiliation_strings":["Northwestern University, Evanston, Illinois, USA","Northwestern Univ. Evanston, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern Univ. Evanston, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074976770","display_name":"Alok Choudhary","orcid":"https://orcid.org/0000-0001-8152-6319"},"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":"Alok Choudhary","raw_affiliation_strings":["Northwestern University, Evanston, Illinois, USA","Northwestern Univ. Evanston, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern Univ. Evanston, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":1.2583,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.78434553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"475","last_page":"479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9970999956130981,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6139705181121826},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.49116775393486023},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4520646035671234},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.44940420985221863},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.433334082365036},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.3418412208557129},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.26200011372566223},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.04102963209152222}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6139705181121826},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.49116775393486023},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4520646035671234},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.44940420985221863},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.433334082365036},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.3418412208557129},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.26200011372566223},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.04102963209152222},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bigdata.2013.6691609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2013.6691609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Big Data","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.414.2156","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.414.2156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cucis.ece.northwestern.edu/publications/pdf/XieChe13c.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.725.5287","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.725.5287","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.terpconnect.umd.edu/%7Ekpzhang/paper/bigdata13.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1971040550","https://openalex.org/W1979411553","https://openalex.org/W1985514943","https://openalex.org/W2017288758","https://openalex.org/W2029507558","https://openalex.org/W2050599922","https://openalex.org/W2084527756","https://openalex.org/W2102982709","https://openalex.org/W2107474859","https://openalex.org/W2119058682","https://openalex.org/W2158515176","https://openalex.org/W2162692886","https://openalex.org/W2395047946","https://openalex.org/W4239181501"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2908364646","https://openalex.org/W4250539519","https://openalex.org/W4294018197","https://openalex.org/W2275271759","https://openalex.org/W2014532210","https://openalex.org/W4312622923","https://openalex.org/W1977056376","https://openalex.org/W4233433299","https://openalex.org/W2728430307"],"abstract_inverted_index":{"Recommender":[0],"systems":[1,18],"are":[2,32],"vital":[3],"to":[4,28,52,82,110],"the":[5,20,29,40,71,88,121],"success":[6],"of":[7,73,90,97,123,128],"online":[8],"retailers":[9],"and":[10,54,106],"content":[11,68,98,114],"providers.":[12],"One":[13],"particular":[14],"challenge":[15],"in":[16,70],"recommender":[17],"is":[19,79],"\u201ccold":[21],"start\u201d":[22],"problem.":[23],"The":[24],"word":[25],"\u201ccold\u201d":[26],"refers":[27],"items":[30],"that":[31],"not":[33,44],"yet":[34,45],"rated":[35,46],"by":[36],"any":[37,47],"user":[38,75],"or":[39],"users":[41],"who":[42],"have":[43],"items.":[48],"We":[49],"propose":[50],"Elver":[51,93,100,124],"recommend":[53],"optimize":[55],"page-interest":[56],"targeting":[57],"on":[58,67,117],"Facebook.":[59],"Existing":[60],"techniques":[61],"for":[62,87],"cold":[63],"recommendation":[64],"mostly":[65],"rely":[66],"features":[69,86],"event":[72],"lacking":[74],"ratings.":[76],"Since":[77],"it":[78],"very":[80],"hard":[81],"construct":[83],"universally":[84],"meaningful":[85],"millions":[89],"Facebook":[91,118],"pages,":[92],"makes":[94],"minimal":[95],"assumption":[96],"features.":[99],"employs":[101],"iterative":[102],"matrix":[103],"completion":[104],"technology":[105],"nonnegative":[107],"factorization":[108],"procedure":[109],"work":[111],"with":[112],"meagre":[113],"inklings.":[115],"Experiments":[116],"data":[119],"shows":[120],"effectiveness":[122],"at":[125],"different":[126],"levels":[127],"sparsity.":[129]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}