{"id":"https://openalex.org/W1475976055","doi":"https://doi.org/10.1007/978-3-319-14139-8_5","title":"Improving Massive Open Online Courses Analysis by Applying Modeling and Text Mining: A Case Study","display_name":"Improving Massive Open Online Courses Analysis by Applying Modeling and Text Mining: A Case Study","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1475976055","doi":"https://doi.org/10.1007/978-3-319-14139-8_5","mag":"1475976055"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-14139-8_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-14139-8_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5091436252","display_name":"Alejandro Mat\u00e9","orcid":"https://orcid.org/0000-0001-7770-3693"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Alejandro Mat\u00e9","raw_affiliation_strings":["Lucentia Research Group, Department of Software and Computing Systems, University of Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"Lucentia Research Group, Department of Software and Computing Systems, University of Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018322115","display_name":"Elisa de Gregorio","orcid":null},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Elisa de Gregorio","raw_affiliation_strings":["Lucentia Research Group, Department of Software and Computing Systems, University of Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"Lucentia Research Group, Department of Software and Computing Systems, University of Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015095955","display_name":"Jos\u00e9 C\u00e1mara","orcid":null},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 C\u00e1mara","raw_affiliation_strings":["Lucentia Research Group, Department of Software and Computing Systems, University of Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"Lucentia Research Group, Department of Software and Computing Systems, University of Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087667090","display_name":"Juan Trujillo","orcid":"https://orcid.org/0000-0003-0139-6724"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Trujillo","raw_affiliation_strings":["Lucentia Research Group, Department of Software and Computing Systems, University of Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"Lucentia Research Group, Department of Software and Computing Systems, University of Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091436252"],"corresponding_institution_ids":["https://openalex.org/I130194489"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5266,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68242207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9973000288009644,"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":0.9973000288009644,"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":0.9961000084877014,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9872999787330627,"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/computer-science","display_name":"Computer science","score":0.6286075711250305},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4899708330631256},{"id":"https://openalex.org/keywords/massive-open-online-course","display_name":"Massive open online course","score":0.4430546462535858},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37539851665496826},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34081101417541504}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6286075711250305},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4899708330631256},{"id":"https://openalex.org/C2777808570","wikidata":"https://www.wikidata.org/wiki/Q967853","display_name":"Massive open online course","level":2,"score":0.4430546462535858},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37539851665496826},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34081101417541504}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-14139-8_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-14139-8_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W582131529","https://openalex.org/W1570448133","https://openalex.org/W1994307383","https://openalex.org/W2008617644","https://openalex.org/W2036921026","https://openalex.org/W2042100994","https://openalex.org/W2114887408","https://openalex.org/W2903411328"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3171822798","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}