{"id":"https://openalex.org/W4402480696","doi":"https://doi.org/10.1007/978-3-031-72312-4_13","title":"Design Framework for\u00a0Multimodal Learning Analytics Leveraging Human Observations","display_name":"Design Framework for\u00a0Multimodal Learning Analytics Leveraging Human Observations","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402480696","doi":"https://doi.org/10.1007/978-3-031-72312-4_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-72312-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72312-4_13","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/A5077888766","display_name":"Viktor Holm-Janas","orcid":"https://orcid.org/0000-0001-8772-6661"},"institutions":[{"id":"https://openalex.org/I4210133337","display_name":"Department of Science and Technology","ror":"https://ror.org/03k93wc57","country_code":"IN","type":"government","lineage":["https://openalex.org/I2801424531","https://openalex.org/I4210133337"]},{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK","IN"],"is_corresponding":true,"raw_author_name":"Viktor Holm-Janas","raw_affiliation_strings":["University of Copenhagen, Copenhagen, Denmark","K\u00f8benhavns Universitet, Faculty of Science, Department of Computer Science, Human-Centred Computing, DK"],"affiliations":[{"raw_affiliation_string":"University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]},{"raw_affiliation_string":"K\u00f8benhavns Universitet, Faculty of Science, Department of Computer Science, Human-Centred Computing, DK","institution_ids":["https://openalex.org/I4210133337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089366613","display_name":"Oriel Marshall","orcid":null},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Oriel Caro Miya Marshall","raw_affiliation_strings":["University of Antwerp, Antwerpen, Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp, Antwerpen, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001226377","display_name":"Zaibei Li","orcid":"https://orcid.org/0009-0007-4232-2322"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]},{"id":"https://openalex.org/I4210133337","display_name":"Department of Science and Technology","ror":"https://ror.org/03k93wc57","country_code":"IN","type":"government","lineage":["https://openalex.org/I2801424531","https://openalex.org/I4210133337"]}],"countries":["DK","IN"],"is_corresponding":false,"raw_author_name":"Zaibei Li","raw_affiliation_strings":["University of Copenhagen, Copenhagen, Denmark","K\u00f8benhavns Universitet, Faculty of Science, Department of Computer Science, Human-Centred Computing, DK"],"affiliations":[{"raw_affiliation_string":"University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]},{"raw_affiliation_string":"K\u00f8benhavns Universitet, Faculty of Science, Department of Computer Science, Human-Centred Computing, DK","institution_ids":["https://openalex.org/I4210133337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048922279","display_name":"Jesper Bruun","orcid":"https://orcid.org/0000-0003-4739-7351"},"institutions":[{"id":"https://openalex.org/I4210133337","display_name":"Department of Science and Technology","ror":"https://ror.org/03k93wc57","country_code":"IN","type":"government","lineage":["https://openalex.org/I2801424531","https://openalex.org/I4210133337"]},{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK","IN"],"is_corresponding":false,"raw_author_name":"Jesper Bruun","raw_affiliation_strings":["University of Copenhagen, Copenhagen, Denmark","K\u00f8benhavns Universitet, Faculty of Science, Department of Computer Science, Human-Centred Computing, DK"],"affiliations":[{"raw_affiliation_string":"University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]},{"raw_affiliation_string":"K\u00f8benhavns Universitet, Faculty of Science, Department of Computer Science, Human-Centred Computing, DK","institution_ids":["https://openalex.org/I4210133337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013468201","display_name":"Daniel Spikol","orcid":"https://orcid.org/0000-0001-9454-0793"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]},{"id":"https://openalex.org/I4210133337","display_name":"Department of Science and Technology","ror":"https://ror.org/03k93wc57","country_code":"IN","type":"government","lineage":["https://openalex.org/I2801424531","https://openalex.org/I4210133337"]}],"countries":["DK","IN"],"is_corresponding":false,"raw_author_name":"Daniel Spikol","raw_affiliation_strings":["University of Copenhagen, Copenhagen, Denmark","K\u00f8benhavns Universitet, Faculty of Science, Department of Computer Science, Human-Centred Computing, DK"],"affiliations":[{"raw_affiliation_string":"University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]},{"raw_affiliation_string":"K\u00f8benhavns Universitet, Faculty of Science, Department of Computer Science, Human-Centred Computing, DK","institution_ids":["https://openalex.org/I4210133337"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077888766"],"corresponding_institution_ids":["https://openalex.org/I124055696","https://openalex.org/I4210133337"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.604,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84691151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"106","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.989799976348877,"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"}},"topics":[{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.989799976348877,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9843999743461609,"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":0.882818341255188},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6412071585655212},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5802918672561646},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46574413776397705},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.4527459740638733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3647417724132538},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3323294520378113}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.882818341255188},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6412071585655212},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5802918672561646},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46574413776397705},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.4527459740638733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3647417724132538},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3323294520378113}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-72312-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72312-4_13","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"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/c1e4de3f-aa08-4552-9900-240c235712be","is_oa":false,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/c1e4de3f-aa08-4552-9900-240c235712be","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Holm-Janas , V , Caro Miya Marshall , O , Li , Z , Bruun , J & Spikol , D 2024 , Design Framework for\u00a0Multimodal Learning Analytics Leveraging Human Observations . in R Ferreira Mello , N Rummel , I Jivet , G Pishtari & J A Ruip\u00e9rez Valiente (eds) , Technology Enhanced Learning for Inclusive and Equitable Quality Education - 19th European Conference on Technology Enhanced Learning, EC-TEL 2024, Proceedings . Springer , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , vol. 15160 LNCS , pp. 106-112 , 19th European Conference on Technology Enhanced Learning, EC-TEL 2024 , Krems , Austria , 16/09/2024 . https://doi.org/10.1007/978-3-031-72312-4_13","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W152976992","https://openalex.org/W200875903","https://openalex.org/W2884451679","https://openalex.org/W2900665043","https://openalex.org/W2912962692","https://openalex.org/W2965758769","https://openalex.org/W3010809165","https://openalex.org/W3029417713","https://openalex.org/W3082486942","https://openalex.org/W3125572598","https://openalex.org/W4308990732","https://openalex.org/W4381145042","https://openalex.org/W4387844124","https://openalex.org/W4392484246"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W4225313275","https://openalex.org/W3097749327"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}
