{"id":"https://openalex.org/W3185149395","doi":"https://doi.org/10.1007/978-3-030-77857-6_28","title":"Evaluation Methods for an AI-Supported Learning Management System: Quantifying and Qualifying Added Values for Teaching and Learning","display_name":"Evaluation Methods for an AI-Supported Learning Management System: Quantifying and Qualifying Added Values for Teaching and Learning","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3185149395","doi":"https://doi.org/10.1007/978-3-030-77857-6_28","mag":"3185149395"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-77857-6_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-77857-6_28","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/A5090487284","display_name":"Lisa Rerhaye","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166245","display_name":"Fraunhofer Institute for Communication, Information Processing and Ergonomics","ror":"https://ror.org/05nn0gw40","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210166245","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Lisa Rerhaye","raw_affiliation_strings":["Fraunhofer FKIE, Zanderstra\u00dfe 5, 53225, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer FKIE, Zanderstra\u00dfe 5, 53225, Bonn, Germany","institution_ids":["https://openalex.org/I4210166245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034616989","display_name":"Daniela Altun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166245","display_name":"Fraunhofer Institute for Communication, Information Processing and Ergonomics","ror":"https://ror.org/05nn0gw40","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210166245","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniela Altun","raw_affiliation_strings":["Fraunhofer FKIE, Zanderstra\u00dfe 5, 53225, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer FKIE, Zanderstra\u00dfe 5, 53225, Bonn, Germany","institution_ids":["https://openalex.org/I4210166245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032344701","display_name":"Christopher Krauss","orcid":null},"institutions":[{"id":"https://openalex.org/I2800804238","display_name":"Fraunhofer Institute for Open Communication Systems","ror":"https://ror.org/00px80p03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800804238","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christopher Krauss","raw_affiliation_strings":["Fraunhofer FOKUS, Kaiserin-Augusta-Allee 31, 10589, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer FOKUS, Kaiserin-Augusta-Allee 31, 10589, Berlin, Germany","institution_ids":["https://openalex.org/I2800804238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101546537","display_name":"Christoph M\u00fcller","orcid":"https://orcid.org/0000-0003-2517-7374"},"institutions":[{"id":"https://openalex.org/I2800804238","display_name":"Fraunhofer Institute for Open Communication Systems","ror":"https://ror.org/00px80p03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800804238","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph M\u00fcller","raw_affiliation_strings":["Fraunhofer FOKUS, Kaiserin-Augusta-Allee 31, 10589, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer FOKUS, Kaiserin-Augusta-Allee 31, 10589, Berlin, Germany","institution_ids":["https://openalex.org/I2800804238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090487284"],"corresponding_institution_ids":["https://openalex.org/I4210166245"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.6667,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.95821784,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"394","last_page":"411"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9990000128746033,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9990000128746033,"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":0.9983000159263611,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7965832948684692},{"id":"https://openalex.org/keywords/learning-management","display_name":"Learning Management","score":0.6603257656097412},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.5834115147590637},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5818076133728027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4683624505996704},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4335106611251831},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.41129398345947266},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3655790090560913},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3482127785682678},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3233450651168823},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.21877515316009521},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.19887471199035645},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.15441584587097168},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.08875831961631775}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7965832948684692},{"id":"https://openalex.org/C2779114481","wikidata":"https://www.wikidata.org/wiki/Q6510117","display_name":"Learning Management","level":2,"score":0.6603257656097412},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.5834115147590637},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5818076133728027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4683624505996704},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4335106611251831},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.41129398345947266},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3655790090560913},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3482127785682678},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3233450651168823},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.21877515316009521},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.19887471199035645},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.15441584587097168},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.08875831961631775},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-77857-6_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-77857-6_28","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:fraunhofer.de:N-640172","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-640172.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer FKIE","raw_type":"Conference Paper"},{"id":"pmh:oai:null:publica/411946","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/411946","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"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":43,"referenced_works":["https://openalex.org/W95067517","https://openalex.org/W561751346","https://openalex.org/W1003657901","https://openalex.org/W1452699976","https://openalex.org/W1496338431","https://openalex.org/W1514040296","https://openalex.org/W1579692813","https://openalex.org/W1971040550","https://openalex.org/W2013545335","https://openalex.org/W2018525987","https://openalex.org/W2027890252","https://openalex.org/W2055775933","https://openalex.org/W2072992969","https://openalex.org/W2078488685","https://openalex.org/W2079966199","https://openalex.org/W2115794341","https://openalex.org/W2156390738","https://openalex.org/W2157289187","https://openalex.org/W2166041407","https://openalex.org/W2293986334","https://openalex.org/W2511953903","https://openalex.org/W2552036552","https://openalex.org/W2573171069","https://openalex.org/W2615097439","https://openalex.org/W2617853656","https://openalex.org/W2749925290","https://openalex.org/W2765337932","https://openalex.org/W2770507825","https://openalex.org/W2809303954","https://openalex.org/W2902111129","https://openalex.org/W2915921289","https://openalex.org/W2916136405","https://openalex.org/W2943076346","https://openalex.org/W2960952295","https://openalex.org/W2969686006","https://openalex.org/W2982195898","https://openalex.org/W2991897816","https://openalex.org/W3004402120","https://openalex.org/W3092288222","https://openalex.org/W3169150059","https://openalex.org/W3184161014","https://openalex.org/W4249089179","https://openalex.org/W6687745572"],"related_works":["https://openalex.org/W2912668742","https://openalex.org/W3133135863","https://openalex.org/W4253709724","https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2995766734","https://openalex.org/W2804624249"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}