{"id":"https://openalex.org/W2901793060","doi":"https://doi.org/10.1109/lwmoocs.2018.8534632","title":"Discovering Interaction Patterns on the Use of OERs in Open Online Courses Through the Application of Association Rules","display_name":"Discovering Interaction Patterns on the Use of OERs in Open Online Courses Through the Application of Association Rules","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2901793060","doi":"https://doi.org/10.1109/lwmoocs.2018.8534632","mag":"2901793060"},"language":"en","primary_location":{"id":"doi:10.1109/lwmoocs.2018.8534632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwmoocs.2018.8534632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Learning With MOOCS (LWMOOCS)","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/A5051456232","display_name":"Elizabeth Cadme","orcid":"https://orcid.org/0000-0002-5554-0560"},"institutions":[{"id":"https://openalex.org/I100205273","display_name":"Universidad T\u00e9cnica Particular de Loja","ror":"https://ror.org/04dvbth24","country_code":"EC","type":"education","lineage":["https://openalex.org/I100205273"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Elizabeth Cadme","raw_affiliation_strings":["Departamento de Ciencias de la, Universidad T\u00e9cnica Particular de Loja, Loja, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la, Universidad T\u00e9cnica Particular de Loja, Loja, Ecuador","institution_ids":["https://openalex.org/I100205273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053368561","display_name":"Ren\u00e9 Elizalde","orcid":null},"institutions":[{"id":"https://openalex.org/I100205273","display_name":"Universidad T\u00e9cnica Particular de Loja","ror":"https://ror.org/04dvbth24","country_code":"EC","type":"education","lineage":["https://openalex.org/I100205273"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Rene Elizalde","raw_affiliation_strings":["Departamento de Ciencias de la, Universidad T\u00e9cnica Particular de Loja, Loja, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la, Universidad T\u00e9cnica Particular de Loja, Loja, Ecuador","institution_ids":["https://openalex.org/I100205273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076263358","display_name":"Ma. Carmen Cabrera-Loayza","orcid":null},"institutions":[{"id":"https://openalex.org/I100205273","display_name":"Universidad T\u00e9cnica Particular de Loja","ror":"https://ror.org/04dvbth24","country_code":"EC","type":"education","lineage":["https://openalex.org/I100205273"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Ma. Carmen Cabrera-Loayza","raw_affiliation_strings":["Departamento de Ciencias de la, Universidad T\u00e9cnica Particular de Loja, Loja, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la, Universidad T\u00e9cnica Particular de Loja, Loja, Ecuador","institution_ids":["https://openalex.org/I100205273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036868846","display_name":"Nelson Piedra","orcid":"https://orcid.org/0000-0003-1067-8707"},"institutions":[{"id":"https://openalex.org/I100205273","display_name":"Universidad T\u00e9cnica Particular de Loja","ror":"https://ror.org/04dvbth24","country_code":"EC","type":"education","lineage":["https://openalex.org/I100205273"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Nelson Piedra","raw_affiliation_strings":["Departamento de Ciencias de la, Universidad T\u00e9cnica Particular de Loja, Loja, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la, Universidad T\u00e9cnica Particular de Loja, Loja, Ecuador","institution_ids":["https://openalex.org/I100205273"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I100205273"],"apc_list":null,"apc_paid":null,"fwci":0.4151,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63309416,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"12","issue":null,"first_page":"140","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9991000294685364,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9991000294685364,"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/T11122","display_name":"Online Learning and Analytics","score":0.9812999963760376,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.7777546644210815},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.658674418926239},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5380434989929199},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.49202224612236023},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.49094799160957336},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.462196409702301},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.450334370136261},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4095025658607483},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3471332788467407},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32198548316955566}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7777546644210815},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.658674418926239},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5380434989929199},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.49202224612236023},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.49094799160957336},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.462196409702301},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.450334370136261},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4095025658607483},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3471332788467407},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32198548316955566},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lwmoocs.2018.8534632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwmoocs.2018.8534632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Learning With MOOCS (LWMOOCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6600000262260437}],"awards":[],"funders":[{"id":"https://openalex.org/F4320318905","display_name":"Universidad T\u00e9cnica Particular de Loja","ror":"https://ror.org/04dvbth24"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W366789857","https://openalex.org/W845171161","https://openalex.org/W1484413656","https://openalex.org/W1511339751","https://openalex.org/W2015954785","https://openalex.org/W2091238174","https://openalex.org/W2166559705","https://openalex.org/W2575604007","https://openalex.org/W2577299708","https://openalex.org/W2766087095","https://openalex.org/W2768401901","https://openalex.org/W2776094815","https://openalex.org/W2998574808"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2588198209","https://openalex.org/W1909006023","https://openalex.org/W4205824991","https://openalex.org/W3200723557","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W590712855"],"abstract_inverted_index":{"The":[0],"use":[1,80,115,130],"of":[2,10,25,46,81,87,96,104,110,131],"technological":[3],"tools":[4],"through":[5,114],"the":[6,15,62,129,136],"Web":[7],"allows":[8,79],"collection":[9],"different":[11,47,85],"information":[12,38],"types":[13],"about":[14],"activity":[16],"and":[17,42,108,142],"interaction":[18,112],"generated":[19],"in":[20,44],"learning":[21,75,93,117],"environments.":[22],"In":[23,99],"case":[24],"open":[26,54],"online":[27,53],"courses,":[28],"each":[29],"time":[30],"a":[31,35,68,102],"participant":[32],"interacts":[33],"leaves":[34],"fingerprint.":[36],"This":[37,77,121],"can":[39],"be":[40],"harnessed":[41],"processed":[43],"search":[45],"elements":[48],"that":[49],"contribute":[50],"to":[51,70,83,124,134,139],"improvement":[52],"courses.":[55],"Open":[56,63],"Campus":[57],"initiative,":[58],"technologically":[59],"based":[60],"on":[61],"EdX":[64],"platform,":[65],"offers":[66],"teachers":[67],"space":[69],"design":[71],"new":[72,146],"uses":[73],"for":[74],"applications.":[76],"architecture":[78],"data":[82,105],"perform":[84],"kind":[86],"analysis":[88,107],"such":[89],"as":[90],"using":[91],"machine":[92,116],"techniques,":[94],"approach":[95],"this":[97,100],"work.":[98],"article,":[101],"process":[103,122],"selection,":[106],"recognition":[109],"participants":[111],"patterns":[113],"technology":[118],"is":[119],"presented.":[120],"aims":[123],"identify":[125],"students'":[126],"behaviors":[127],"regarding":[128],"educational":[132],"resources":[133],"alerts":[135],"teaching":[137],"team":[138],"make":[140],"decisions":[141],"improve":[143],"their":[144],"course's":[145],"editions.":[147]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
