{"id":"https://openalex.org/W3039616064","doi":"https://doi.org/10.1007/s10639-020-10273-6","title":"Predictive learning analytics using deep learning model in MOOCs\u2019 courses videos","display_name":"Predictive learning analytics using deep learning model in MOOCs\u2019 courses videos","publication_year":2020,"publication_date":"2020-07-06","ids":{"openalex":"https://openalex.org/W3039616064","doi":"https://doi.org/10.1007/s10639-020-10273-6","mag":"3039616064"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-020-10273-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-020-10273-6","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"},"type":"article","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/A5006483629","display_name":"Ahmed A. Mubarak","orcid":"https://orcid.org/0000-0002-5429-2753"},"institutions":[{"id":"https://openalex.org/I78137547","display_name":"Ibb University","ror":"https://ror.org/00fhcxc56","country_code":"YE","type":"education","lineage":["https://openalex.org/I78137547"]},{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN","YE"],"is_corresponding":false,"raw_author_name":"Ahmed Ali Mubarak","raw_affiliation_strings":["Faculty of Education-Alnadra, Department of Computer, Ibb University, Ibb, Yemen","School of Computer Science, Shaanxi Normal University, Xi\u2019an, 710119, China"],"raw_orcid":"https://orcid.org/0000-0002-5429-2753","affiliations":[{"raw_affiliation_string":"Faculty of Education-Alnadra, Department of Computer, Ibb University, Ibb, Yemen","institution_ids":["https://openalex.org/I78137547"]},{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi\u2019an, 710119, China","institution_ids":["https://openalex.org/I88830068"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073628146","display_name":"Han Cao","orcid":"https://orcid.org/0000-0001-6444-3503"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Han Cao","raw_affiliation_strings":["School of Computer Science, Shaanxi Normal University, Xi\u2019an, 710119, China"],"raw_orcid":"https://orcid.org/0000-0001-6444-3503","affiliations":[{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi\u2019an, 710119, China","institution_ids":["https://openalex.org/I88830068"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054281394","display_name":"Salah A. M. Ahmed","orcid":"https://orcid.org/0000-0003-2837-543X"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Salah A.M. Ahmed","raw_affiliation_strings":["School of Education, Shaanxi Normal University, Xi\u2019an, 710062, China"],"raw_orcid":"https://orcid.org/0000-0003-2837-543X","affiliations":[{"raw_affiliation_string":"School of Education, Shaanxi Normal University, Xi\u2019an, 710062, China","institution_ids":["https://openalex.org/I88830068"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073628146"],"corresponding_institution_ids":["https://openalex.org/I88830068"],"apc_list":{"value":3590,"currency":"USD","value_usd":3590},"apc_paid":null,"fwci":19.839,"has_fulltext":false,"cited_by_count":117,"citation_normalized_percentile":{"value":0.99380019,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"26","issue":"1","first_page":"371","last_page":"392"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":1.0,"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":1.0,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9272000193595886,"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"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9222000241279602,"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":0.8242571949958801},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7194358110427856},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7066868543624878},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.689572274684906},{"id":"https://openalex.org/keywords/clickstream","display_name":"Clickstream","score":0.56438148021698},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5337375998497009},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5246682167053223},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5244322419166565},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5112597942352295},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49336519837379456},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47089627385139465},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.46871036291122437},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.449601948261261},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.448970764875412},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4335970878601074},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.32252058386802673},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2789512276649475},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2047160267829895},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11227524280548096}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8242571949958801},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7194358110427856},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7066868543624878},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.689572274684906},{"id":"https://openalex.org/C138744977","wikidata":"https://www.wikidata.org/wiki/Q5132438","display_name":"Clickstream","level":5,"score":0.56438148021698},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5337375998497009},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5246682167053223},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5244322419166565},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5112597942352295},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49336519837379456},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47089627385139465},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.46871036291122437},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.449601948261261},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.448970764875412},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4335970878601074},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.32252058386802673},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2789512276649475},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2047160267829895},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11227524280548096},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127613066","wikidata":"https://www.wikidata.org/wiki/Q557770","display_name":"Web API","level":4,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10639-020-10273-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-020-10273-6","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W51160754","https://openalex.org/W1511916964","https://openalex.org/W1522301498","https://openalex.org/W1542892405","https://openalex.org/W1586335931","https://openalex.org/W1812434695","https://openalex.org/W1898103075","https://openalex.org/W1907596159","https://openalex.org/W2012265254","https://openalex.org/W2017070906","https://openalex.org/W2018206893","https://openalex.org/W2044758278","https://openalex.org/W2051525497","https://openalex.org/W2064675550","https://openalex.org/W2088512750","https://openalex.org/W2088809768","https://openalex.org/W2097521008","https://openalex.org/W2098519941","https://openalex.org/W2101234009","https://openalex.org/W2137542411","https://openalex.org/W2139776525","https://openalex.org/W2155286613","https://openalex.org/W2157825442","https://openalex.org/W2166241213","https://openalex.org/W2181987516","https://openalex.org/W2234048072","https://openalex.org/W2247849973","https://openalex.org/W2259707914","https://openalex.org/W2264689927","https://openalex.org/W2293634267","https://openalex.org/W2298286935","https://openalex.org/W2336421784","https://openalex.org/W2489829109","https://openalex.org/W2518782678","https://openalex.org/W2546314413","https://openalex.org/W2736046123","https://openalex.org/W2736911227","https://openalex.org/W2767273487","https://openalex.org/W2767547957","https://openalex.org/W2796327958","https://openalex.org/W2903025091","https://openalex.org/W2904841690","https://openalex.org/W2919115771","https://openalex.org/W2920582597","https://openalex.org/W2945013125","https://openalex.org/W2945991725","https://openalex.org/W2963872107","https://openalex.org/W3007158916","https://openalex.org/W4237112997","https://openalex.org/W6631190155","https://openalex.org/W6675354045","https://openalex.org/W6685992599"],"related_works":["https://openalex.org/W2975622968","https://openalex.org/W4313414442","https://openalex.org/W4307851609","https://openalex.org/W3168178829","https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2769342982","https://openalex.org/W2768832457"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":29},{"year":2022,"cited_by_count":35},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}