{"id":"https://openalex.org/W2594351950","doi":"https://doi.org/10.1145/3027385.3029476","title":"[LISA] learning analytics for sensor-based adaptive learning","display_name":"[LISA] learning analytics for sensor-based adaptive learning","publication_year":2017,"publication_date":"2017-02-27","ids":{"openalex":"https://openalex.org/W2594351950","doi":"https://doi.org/10.1145/3027385.3029476","mag":"2594351950"},"language":"en","primary_location":{"id":"doi:10.1145/3027385.3029476","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3029476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics & Knowledge Conference","raw_type":"proceedings-article"},"type":"article","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/A5019187286","display_name":"Albrecht Fortenbacher","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":true,"raw_author_name":"Albrecht Fortenbacher","raw_affiliation_strings":["HTW Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"HTW Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]}]},{"author_position":"middle","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":["Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042694477","display_name":"Haeseon Yun","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":"Haeseon Yun","raw_affiliation_strings":["HTW Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"HTW Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019187286"],"corresponding_institution_ids":["https://openalex.org/I122228004"],"apc_list":null,"apc_paid":null,"fwci":1.8812,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.87650602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2015","issue":null,"first_page":"592","last_page":"593"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9890999794006348,"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":0.9890999794006348,"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/T11370","display_name":"Mobile Learning in Education","score":0.9769999980926514,"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"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9577999711036682,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.8093248605728149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7083678245544434},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.6844459176063538},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6784482598304749},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5246831774711609},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.48056676983833313},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4245944321155548},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.09950864315032959}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.8093248605728149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7083678245544434},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.6844459176063538},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6784482598304749},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5246831774711609},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.48056676983833313},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4245944321155548},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.09950864315032959},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3027385.3029476","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3029476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics & Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1217098569","https://openalex.org/W2029334490","https://openalex.org/W2036648297","https://openalex.org/W2042679904","https://openalex.org/W2085179035","https://openalex.org/W2095907159","https://openalex.org/W2114909357","https://openalex.org/W2336059263","https://openalex.org/W2336314092","https://openalex.org/W2338831583"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2331775400","https://openalex.org/W2768832457","https://openalex.org/W2038746072","https://openalex.org/W605203981","https://openalex.org/W4225313275","https://openalex.org/W2234248442","https://openalex.org/W2504091800","https://openalex.org/W4213011574","https://openalex.org/W2012408465"],"abstract_inverted_index":{"This":[0],"paper":[1],"reports":[2],"on":[3],"research":[4],"conducted":[5],"in":[6,43],"a":[7,34,38],"project":[8],"named":[9],"LISA":[10],"which":[11],"aims":[12],"at":[13],"supporting":[14],"learners":[15],"through":[16],"learner-centered":[17],"learning":[18],"analytics":[19],"using":[20],"physiological":[21],"sensor":[22,40],"data":[23],"as":[24,26],"well":[25],"environmental":[27],"sensors.":[28],"We":[29],"present":[30],"the":[31],"concept":[32],"and":[33],"prototypical":[35],"realization":[36],"of":[37],"mobile":[39],"device":[41],"used":[42],"LISA.":[44]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}