{"id":"https://openalex.org/W4214879643","doi":"https://doi.org/10.1145/3506860.3506914","title":"Tweetology of Learning Analytics: What does Twitter tell us about the trends and development of the field?","display_name":"Tweetology of Learning Analytics: What does Twitter tell us about the trends and development of the field?","publication_year":2022,"publication_date":"2022-03-03","ids":{"openalex":"https://openalex.org/W4214879643","doi":"https://doi.org/10.1145/3506860.3506914"},"language":"en","primary_location":{"id":"doi:10.1145/3506860.3506914","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3506860.3506914","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3506860.3506914","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK22: 12th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3506860.3506914","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068056028","display_name":"Mohammad Khalil","orcid":"https://orcid.org/0000-0002-6860-4404"},"institutions":[{"id":"https://openalex.org/I4432739","display_name":"University of Bergen","ror":"https://ror.org/03zga2b32","country_code":"NO","type":"education","lineage":["https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Mohammad Khalil","raw_affiliation_strings":["University of Bergen, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bergen, Norway","institution_ids":["https://openalex.org/I4432739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007517026","display_name":"Jacqueline Wong","orcid":"https://orcid.org/0000-0002-5387-7696"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jacqueline Wong","raw_affiliation_strings":["Delft University of Technology, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066241194","display_name":"Erkan Er","orcid":"https://orcid.org/0000-0002-9624-4055"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erkan Er","raw_affiliation_strings":["Middle East Technical University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Middle East Technical University, Turkey","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084850965","display_name":"Martin Heitmann","orcid":null},"institutions":[{"id":"https://openalex.org/I4432739","display_name":"University of Bergen","ror":"https://ror.org/03zga2b32","country_code":"NO","type":"education","lineage":["https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Martin Heitmann","raw_affiliation_strings":["University of Bergen, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bergen, Norway","institution_ids":["https://openalex.org/I4432739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086032346","display_name":"Gleb Belokrys","orcid":null},"institutions":[{"id":"https://openalex.org/I4432739","display_name":"University of Bergen","ror":"https://ror.org/03zga2b32","country_code":"NO","type":"education","lineage":["https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Gleb Belokrys","raw_affiliation_strings":["University of Bergen, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bergen, Norway","institution_ids":["https://openalex.org/I4432739"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3085,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78637363,"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":"347","last_page":"357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T14246","display_name":"E-Learning and Knowledge Management","score":0.9401000142097473,"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/analytics","display_name":"Analytics","score":0.6683750152587891},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6562551856040955},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6414980292320251},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6407557129859924},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6371575593948364},{"id":"https://openalex.org/keywords/geocoding","display_name":"Geocoding","score":0.6293753385543823},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5739997625350952},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5732860565185547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5341001749038696},{"id":"https://openalex.org/keywords/social-media-analytics","display_name":"Social media analytics","score":0.5182631015777588},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.5030021071434021},{"id":"https://openalex.org/keywords/descriptive-statistics","display_name":"Descriptive statistics","score":0.4307589828968048},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.41655072569847107},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14398670196533203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13423192501068115},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12284976243972778},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.0808621346950531}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6683750152587891},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6562551856040955},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6414980292320251},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6407557129859924},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6371575593948364},{"id":"https://openalex.org/C42629822","wikidata":"https://www.wikidata.org/wiki/Q1346408","display_name":"Geocoding","level":2,"score":0.6293753385543823},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5739997625350952},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5732860565185547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5341001749038696},{"id":"https://openalex.org/C2778729106","wikidata":"https://www.wikidata.org/wiki/Q1140126","display_name":"Social media analytics","level":3,"score":0.5182631015777588},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.5030021071434021},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.4307589828968048},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.41655072569847107},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14398670196533203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13423192501068115},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12284976243972778},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0808621346950531},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3506860.3506914","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3506860.3506914","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3506860.3506914","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK22: 12th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:https://open.metu.edu.tr:11511/97729","is_oa":false,"landing_page_url":"https://hdl.handle.net/11511/97729","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"12th International Conference on Learning Analytics and Knowledge: Learning Analytics for Transition, Disruption and Social Change, LAK 2022","raw_type":"Conference Paper"},{"id":"pmh:oai:tudelft.nl:uuid:f6bef77a-2f9b-475e-a44e-f30d6a4e14eb","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:f6bef77a-2f9b-475e-a44e-f30d6a4e14eb","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":{"id":"doi:10.1145/3506860.3506914","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3506860.3506914","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3506860.3506914","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK22: 12th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4214879643.pdf","grobid_xml":"https://content.openalex.org/works/W4214879643.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1948952060","https://openalex.org/W2029154040","https://openalex.org/W2030956902","https://openalex.org/W2039715192","https://openalex.org/W2046804949","https://openalex.org/W2130324521","https://openalex.org/W2133384706","https://openalex.org/W2146286581","https://openalex.org/W2152380229","https://openalex.org/W2156765928","https://openalex.org/W2162317738","https://openalex.org/W2274245116","https://openalex.org/W2340766773","https://openalex.org/W2535471157","https://openalex.org/W2553110962","https://openalex.org/W2565362692","https://openalex.org/W2769501189","https://openalex.org/W2885570396","https://openalex.org/W2900649654","https://openalex.org/W2908549972","https://openalex.org/W2952214074","https://openalex.org/W2977497012","https://openalex.org/W2991356395","https://openalex.org/W3004938578","https://openalex.org/W3011755234","https://openalex.org/W3012000242","https://openalex.org/W3013577339","https://openalex.org/W3017316599","https://openalex.org/W3025942985","https://openalex.org/W3094221957","https://openalex.org/W3121363127","https://openalex.org/W3121430869","https://openalex.org/W3132249579","https://openalex.org/W3171261489","https://openalex.org/W3203931867","https://openalex.org/W4247261385","https://openalex.org/W6603689333","https://openalex.org/W6639619044","https://openalex.org/W6745795966"],"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":{"Twitter":[0],"is":[1],"a":[2],"very":[3],"popular":[4],"microblogging":[5],"platform":[6],"that":[7],"has":[8],"been":[9],"actively":[10],"used":[11],"by":[12],"scientific":[13,17],"communities":[14],"to":[15,20,28,33,64],"exchange":[16],"information":[18],"and":[19,53,91,118,124],"promote":[21],"scholarly":[22],"discussions.":[23],"The":[24,70,94],"present":[25],"study":[26],"aimed":[27],"leverage":[29],"the":[30,38,41,78,81,102,106,114,119,132,140,148,155],"tweet":[31],"data":[32],"provide":[34],"valuable":[35],"insights":[36,100],"into":[37],"development":[39],"of":[40,77,85,87,101,108],"learning":[42,65,109],"analytics":[43,66],"field":[44,79,107,115,141],"since":[45],"its":[46],"initial":[47],"days.":[48],"Descriptive":[49],"analysis,":[50,52],"geocoding":[51,133],"topic":[54,95],"modeling":[55,96],"were":[56,116,129],"performed":[57],"on":[58,80],"over":[59],"1.6":[60],"million":[61],"tweets":[62],"related":[63],"posted":[67],"between":[68],"2010-2021.":[69],"descriptive":[71],"analysis":[72,97,134],"reveals":[73],"an":[74,136],"increasing":[75,120,137],"popularity":[76],"Twittersphere":[82],"in":[83,105,113,139,154],"terms":[84],"number":[86],"users,":[88],"twitter":[89],"posts,":[90],"hashtags":[92],"emergence.":[93],"uncovers":[98],"new":[99],"major":[103],"topics":[104],"analytics.":[110],"Emergent":[111],"themes":[112],"identified,":[117],"(e.g.,":[121,126],"Artificial":[122],"Intelligence)":[123],"decreasing":[125],"Education)":[127],"trends":[128],"shared.":[130],"Finally,":[131],"indicates":[135],"participation":[138],"from":[142],"more":[143],"diverse":[144],"countries":[145],"all":[146],"around":[147],"world.":[149],"Further":[150],"findings":[151],"are":[152],"discussed":[153],"paper.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}