{"id":"https://openalex.org/W4396665575","doi":"https://doi.org/10.5220/0012547600003693","title":"Sustainable Learning Analytics: Measuring and Understanding the Drivers of Energy Consumption of AI in Education","display_name":"Sustainable Learning Analytics: Measuring and Understanding the Drivers of Energy Consumption of AI in Education","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396665575","doi":"https://doi.org/10.5220/0012547600003693"},"language":"en","primary_location":{"id":"doi:10.5220/0012547600003693","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012547600003693","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 16th 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":"http://dx.doi.org/10.5220/0012547600003693","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5096644768","display_name":"Marlene B\u00fcltemann","orcid":null},"institutions":[{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marlene B\u00fcltemann","raw_affiliation_strings":["Hochschule f\u00fcr Technik und Wirtschaft Berlin, Treskowallee 8, 10318 Berlin, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hochschule f\u00fcr Technik und Wirtschaft Berlin, Treskowallee 8, 10318 Berlin, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I122228004"]}]},{"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/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katharina Simbeck","raw_affiliation_strings":["Hochschule f\u00fcr Technik und Wirtschaft Berlin, Treskowallee 8, 10318 Berlin, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hochschule f\u00fcr Technik und Wirtschaft Berlin, Treskowallee 8, 10318 Berlin, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I122228004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069369896","display_name":"Nathalie Rzepka","orcid":"https://orcid.org/0000-0003-3123-1517"},"institutions":[{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nathalie Rzepka","raw_affiliation_strings":["Hochschule f\u00fcr Technik und Wirtschaft Berlin, Treskowallee 8, 10318 Berlin, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hochschule f\u00fcr Technik und Wirtschaft Berlin, Treskowallee 8, 10318 Berlin, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I122228004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018671319","display_name":"Yannick Kalff","orcid":"https://orcid.org/0000-0003-1595-175X"},"institutions":[{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yannick Kalff","raw_affiliation_strings":["Hochschule f\u00fcr Technik und Wirtschaft Berlin, Treskowallee 8, 10318 Berlin, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hochschule f\u00fcr Technik und Wirtschaft Berlin, Treskowallee 8, 10318 Berlin, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I122228004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.078,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.83010135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"272","last_page":"279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.8561999797821045,"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":0.8561999797821045,"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/T11479","display_name":"Smart Cities and Technologies","score":0.8549000024795532,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5926472544670105},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5730485320091248},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.569581925868988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5638623237609863},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.44599300622940063},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3337201476097107},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1723092794418335},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.11452335119247437}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5926472544670105},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5730485320091248},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.569581925868988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5638623237609863},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.44599300622940063},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3337201476097107},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1723092794418335},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.11452335119247437},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0012547600003693","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012547600003693","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 16th International Conference on Computer Supported Education","raw_type":"proceedings-article"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-035614737","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Hochschulschrift"}],"best_oa_location":{"id":"doi:10.5220/0012547600003693","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012547600003693","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 16th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.800000011920929,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"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/W2911048623","https://openalex.org/W4292348877"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
