{"id":"https://openalex.org/W2076880821","doi":"https://doi.org/10.1145/2460296.2460323","title":"What can we learn from Facebook activity?","display_name":"What can we learn from Facebook activity?","publication_year":2013,"publication_date":"2013-04-08","ids":{"openalex":"https://openalex.org/W2076880821","doi":"https://doi.org/10.1145/2460296.2460323","mag":"2076880821"},"language":"en","primary_location":{"id":"doi:10.1145/2460296.2460323","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2460296.2460323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third International Conference on Learning Analytics and Knowledge","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/A5081850773","display_name":"June Ahn","orcid":"https://orcid.org/0000-0003-0987-8410"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"June Ahn","raw_affiliation_strings":["University of Maryland, College Park, MD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland, College Park, MD","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081850773"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":6.562,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.96183206,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"135","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/social-media","display_name":"Social media","score":0.7535299062728882},{"id":"https://openalex.org/keywords/social-media-analytics","display_name":"Social media analytics","score":0.723427414894104},{"id":"https://openalex.org/keywords/media-literacy","display_name":"Media literacy","score":0.635503888130188},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.6128376722335815},{"id":"https://openalex.org/keywords/participatory-culture","display_name":"Participatory culture","score":0.611007571220398},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5583512187004089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5419789552688599},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.5048671364784241},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.4652349352836609},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4122897982597351},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3823452591896057},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3655409514904022},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.351391077041626},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.1267421841621399}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7535299062728882},{"id":"https://openalex.org/C2778729106","wikidata":"https://www.wikidata.org/wiki/Q1140126","display_name":"Social media analytics","level":3,"score":0.723427414894104},{"id":"https://openalex.org/C97628146","wikidata":"https://www.wikidata.org/wiki/Q1507246","display_name":"Media literacy","level":2,"score":0.635503888130188},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.6128376722335815},{"id":"https://openalex.org/C2780729185","wikidata":"https://www.wikidata.org/wiki/Q3532389","display_name":"Participatory culture","level":2,"score":0.611007571220398},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5583512187004089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5419789552688599},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.5048671364784241},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.4652349352836609},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4122897982597351},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3823452591896057},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3655409514904022},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.351391077041626},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.1267421841621399}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2460296.2460323","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2460296.2460323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third International Conference on Learning Analytics and Knowledge","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W97963327","https://openalex.org/W1649706769","https://openalex.org/W1689991769","https://openalex.org/W1940690185","https://openalex.org/W1964479597","https://openalex.org/W1982362341","https://openalex.org/W1985749074","https://openalex.org/W1990539237","https://openalex.org/W2005372638","https://openalex.org/W2006181047","https://openalex.org/W2044496027","https://openalex.org/W2073776220","https://openalex.org/W2074757189","https://openalex.org/W2093018575","https://openalex.org/W2097210817","https://openalex.org/W2102613048","https://openalex.org/W2106360851","https://openalex.org/W2108455293","https://openalex.org/W2112957339","https://openalex.org/W2122285664","https://openalex.org/W2123156394","https://openalex.org/W2128340945","https://openalex.org/W2129813073","https://openalex.org/W2130602313","https://openalex.org/W2155925217","https://openalex.org/W2160202042","https://openalex.org/W2168690840","https://openalex.org/W2188960590","https://openalex.org/W2334924522","https://openalex.org/W2762993067"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W1440043730","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W2752017774"],"abstract_inverted_index":{"Social":[0],"media":[1,18,28,55,109,124,142,159,167],"platforms":[2],"such":[3],"as":[4],"Facebook":[5,85,99],"are":[6,38],"now":[7],"a":[8],"ubiquitous":[9],"part":[10],"of":[11,34,84,107,122,132,150],"everyday":[12],"life":[13],"for":[14],"many":[15],"people.":[16],"New":[17],"scholars":[19],"posit":[20],"that":[21,37,58,77],"the":[22,53,130,136,148],"participatory":[23,115],"culture":[24],"encouraged":[25],"by":[26,80],"social":[27,67,108,141,151,166],"gives":[29],"rise":[30],"to":[31,40,48,51,95,134,147,154],"new":[32,54,123,158],"forms":[33],"literacy":[35,56,125,160],"skills":[36,57,161],"vital":[39],"learning.":[41],"However,":[42],"there":[43],"have":[44],"been":[45],"few":[46],"attempts":[47],"use":[49,131],"analytics":[50,133,153],"understand":[52,135],"may":[59],"be":[60],"embedded":[61,138],"in":[62,66,139,165],"an":[63,81],"individual's":[64],"participation":[65],"media.":[68],"In":[69],"this":[70],"paper,":[71],"I":[72,87],"collect":[73],"raw":[74],"activity":[75,102],"data":[76,163],"was":[78],"shared":[79],"exploratory":[82],"sample":[83],"users.":[86],"then":[88],"utilize":[89],"factor":[90],"analysis":[91],"and":[92,111,119,156],"regression":[93],"models":[94],"show":[96],"how":[97,113],"(a)":[98],"members'":[100],"online":[101],"coalesce":[103],"into":[104],"distinct":[105],"categories":[106],"behavior":[110],"(b)":[112],"these":[114],"behaviors":[116],"correlate":[117],"with":[118],"predict":[120,157],"measures":[121],"skills.":[126],"The":[127,144],"study":[128],"demonstrates":[129],"literacies":[137],"people's":[140],"activity.":[143],"implications":[145],"speak":[146],"potential":[149],"learning":[152],"identify":[155],"from":[162],"streams":[164],"platforms.":[168]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}