{"id":"https://openalex.org/W2885494343","doi":"https://doi.org/10.1109/ithet.2018.8424791","title":"Automatic Assessment of CoI-Cognitive Presence within Asynchronous Online Learning","display_name":"Automatic Assessment of CoI-Cognitive Presence within Asynchronous Online Learning","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2885494343","doi":"https://doi.org/10.1109/ithet.2018.8424791","mag":"2885494343"},"language":"en","primary_location":{"id":"doi:10.1109/ithet.2018.8424791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ithet.2018.8424791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 17th International Conference on Information Technology Based Higher Education and Training (ITHET)","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/A5010768990","display_name":"Hind Hayati","orcid":"https://orcid.org/0000-0001-5828-8471"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]},{"id":"https://openalex.org/I127336678","display_name":"Ecole Mohammadia d'Ing\u00e9nieurs","ror":"https://ror.org/00md3qm14","country_code":"MA","type":"education","lineage":["https://openalex.org/I127336678"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"HAYATI Hind","raw_affiliation_strings":["RIME Team, MASI Laboratory, Mohammadia School of Engineering, Mohammed Vth University in Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIME Team, MASI Laboratory, Mohammadia School of Engineering, Mohammed Vth University in Rabat, Morocco","institution_ids":["https://openalex.org/I126477371","https://openalex.org/I127336678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057595411","display_name":"Mohammed Khalidi Idrissi","orcid":"https://orcid.org/0000-0001-8654-9122"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]},{"id":"https://openalex.org/I127336678","display_name":"Ecole Mohammadia d'Ing\u00e9nieurs","ror":"https://ror.org/00md3qm14","country_code":"MA","type":"education","lineage":["https://openalex.org/I127336678"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed KHALIDI IDRISSI","raw_affiliation_strings":["RIME Team, MASI Laboratory, Mohammadia School of Engineering, Mohammed Vth University in Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIME Team, MASI Laboratory, Mohammadia School of Engineering, Mohammed Vth University in Rabat, Morocco","institution_ids":["https://openalex.org/I126477371","https://openalex.org/I127336678"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082311986","display_name":"Samir Bennani","orcid":"https://orcid.org/0000-0002-9624-2367"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]},{"id":"https://openalex.org/I127336678","display_name":"Ecole Mohammadia d'Ing\u00e9nieurs","ror":"https://ror.org/00md3qm14","country_code":"MA","type":"education","lineage":["https://openalex.org/I127336678"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Samir BENNANI","raw_affiliation_strings":["RIME Team, MASI Laboratory, Mohammadia School of Engineering, Mohammed Vth University in Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIME Team, MASI Laboratory, Mohammadia School of Engineering, Mohammed Vth University in Rabat, Morocco","institution_ids":["https://openalex.org/I126477371","https://openalex.org/I127336678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7582,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90261526,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T10162","display_name":"Online and Blended Learning","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9854000210762024,"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/T11122","display_name":"Online Learning and Analytics","score":0.9836000204086304,"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/computer-science","display_name":"Computer science","score":0.8091487884521484},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7300510406494141},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6445229649543762},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5756022334098816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5502219796180725},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.53593909740448},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5356699228286743},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.4938557744026184},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4840675890445709},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4573381245136261},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.45397520065307617},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.3889380395412445},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35228797793388367},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.28354498744010925},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1272105872631073}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8091487884521484},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7300510406494141},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6445229649543762},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5756022334098816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5502219796180725},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.53593909740448},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5356699228286743},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4938557744026184},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4840675890445709},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4573381245136261},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.45397520065307617},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3889380395412445},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35228797793388367},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.28354498744010925},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1272105872631073},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ithet.2018.8424791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ithet.2018.8424791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 17th International Conference on Information Technology Based Higher Education and Training (ITHET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W155460434","https://openalex.org/W179179905","https://openalex.org/W1927768466","https://openalex.org/W1968939238","https://openalex.org/W1980524840","https://openalex.org/W1996216253","https://openalex.org/W2014858765","https://openalex.org/W2055854942","https://openalex.org/W2147654806","https://openalex.org/W2338288000","https://openalex.org/W2344208014","https://openalex.org/W2572363809","https://openalex.org/W2747793578","https://openalex.org/W2775160269","https://openalex.org/W2907138648","https://openalex.org/W6607259140","https://openalex.org/W6731975118","https://openalex.org/W6743401482"],"related_works":["https://openalex.org/W2116677773","https://openalex.org/W2155261584","https://openalex.org/W2584231425","https://openalex.org/W2150611273","https://openalex.org/W4207086172","https://openalex.org/W2042919702","https://openalex.org/W4225981436","https://openalex.org/W2156185805","https://openalex.org/W2770353918","https://openalex.org/W2122502560"],"abstract_inverted_index":{"This":[0],"paper":[1],"aims":[2],"to":[3,8,19,45,51,78,91,95],"give":[4],"instructors":[5],"the":[6,46,85],"opportunity":[7],"analyze":[9],"learners'":[10,21],"cognitive":[11,96],"behavior.":[12],"Thus":[13],"we":[14,40,58],"propose":[15],"an":[16],"automatic":[17],"system":[18],"assess":[20],"CoI-Cognitive":[22],"presence":[23,97],"regarding":[24],"their":[25],"social":[26],"participation":[27],"within":[28],"asynchronous":[29],"online":[30],"discussion.":[31],"Using":[32],"Natural":[33],"Language":[34],"Preprocessing":[35],"and":[36,55,81],"Machine":[37],"learning":[38],"techniques,":[39],"first":[41],"make":[42,52],"some":[43,79],"pre-processing":[44],"textual":[47],"data":[48],"in":[49],"order":[50],"it":[53],"clean":[54],"understandable,":[56],"then":[57],"represent":[59],"each":[60],"discussion":[61],"transcript":[62],"with":[63],"a":[64,70],"vector":[65],"using":[66],"Doc2Vec-based":[67],"features":[68],"method;":[69],"document":[71,75],"embedding":[72],"method":[73],"for":[74],"representation;":[76],"according":[77,94],"context":[80],"LIWC":[82],"features.":[83],"Finally,":[84],"Na\u00efve":[86],"Bayes":[87],"algorithm":[88],"is":[89],"applied":[90],"classify":[92],"messages":[93],"categories.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"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"}