{"id":"https://openalex.org/W4285191362","doi":"https://doi.org/10.5220/0010969000003182","title":"Keep It Up: In-session Dropout Prediction to Support Blended Classroom Scenarios","display_name":"Keep It Up: In-session Dropout Prediction to Support Blended Classroom Scenarios","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285191362","doi":"https://doi.org/10.5220/0010969000003182"},"language":"en","primary_location":{"id":"doi:10.5220/0010969000003182","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010969000003182","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0010969000003182","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069369896","display_name":"Nathalie Rzepka","orcid":"https://orcid.org/0000-0003-3123-1517"},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nathalie Rzepka","raw_affiliation_strings":["University of Applied Sciences Berlin, Treskowallee 8, 10318 Berlin, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Berlin, Treskowallee 8, 10318 Berlin, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I129643931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065288785","display_name":"Katharina Simbeck","orcid":"https://orcid.org/0000-0001-6792-461X"},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katharina Simbeck","raw_affiliation_strings":["University of Applied Sciences Berlin, Treskowallee 8, 10318 Berlin, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Berlin, Treskowallee 8, 10318 Berlin, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I129643931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021683528","display_name":"Hans\u2010Georg M\u00fcller","orcid":"https://orcid.org/0000-0003-3561-8233"},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hans-Georg M\u00fcller","raw_affiliation_strings":["Department of German Studies, University of Potsdam, Am neuen Palais 10, 14469 Potsdam, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of German Studies, University of Potsdam, Am neuen Palais 10, 14469 Potsdam, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I176453806"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111412660","display_name":"Niels Pinkwart","orcid":null},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niels Pinkwart","raw_affiliation_strings":["Department of Computer Science, Humboldt University of Berlin, Unter den Linden 6, 10099 Berlin, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Humboldt University of Berlin, Unter den Linden 6, 10099 Berlin, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I39343248"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069369896"],"corresponding_institution_ids":["https://openalex.org/I129643931"],"apc_list":null,"apc_paid":null,"fwci":1.2637,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84459781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"131","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.995199978351593,"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":0.995199978351593,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9575999975204468,"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/T10162","display_name":"Online and Blended Learning","score":0.928600013256073,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.8771824240684509},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.8023713827133179},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6762282848358154},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.327123761177063},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21445900201797485},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11992162466049194}],"concepts":[{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.8771824240684509},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.8023713827133179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6762282848358154},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.327123761177063},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21445900201797485},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11992162466049194}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0010969000003182","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010969000003182","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Computer Supported Education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0010969000003182","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010969000003182","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3082178636","https://openalex.org/W4230197055","https://openalex.org/W4296749040","https://openalex.org/W621808327","https://openalex.org/W644007644","https://openalex.org/W2497198634","https://openalex.org/W3012257603","https://openalex.org/W1586784764"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}