{"id":"https://openalex.org/W4390994872","doi":"https://doi.org/10.1145/3612783.3612813","title":"User Experience Study using a System for Generating MultiModal Learning Analytics Dashboards","display_name":"User Experience Study using a System for Generating MultiModal Learning Analytics Dashboards","publication_year":2023,"publication_date":"2023-09-04","ids":{"openalex":"https://openalex.org/W4390994872","doi":"https://doi.org/10.1145/3612783.3612813"},"language":"en","primary_location":{"id":"doi:10.1145/3612783.3612813","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3612783.3612813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"XXIII International Conference on Human Computer Interaction","raw_type":"proceedings-article"},"type":"conference-paper","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/A5023762594","display_name":"\u00c1lvaro Becerra","orcid":"https://orcid.org/0009-0003-7793-2682"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"\u00c1Lvaro Becerra","raw_affiliation_strings":["Universidad Aut\u00f3noma de Madrid, Spain"],"raw_orcid":"https://orcid.org/0009-0003-7793-2682","affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Madrid, Spain","institution_ids":["https://openalex.org/I63634437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076384133","display_name":"Roberto Daza","orcid":"https://orcid.org/0009-0005-2109-7782"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Daza","raw_affiliation_strings":["Dep. Ingenier\u00eda Inform\u00e1tica, EPS, Universidad Aut\u00f3noma de Madrid, Spain"],"raw_orcid":"https://orcid.org/0009-0005-2109-7782","affiliations":[{"raw_affiliation_string":"Dep. Ingenier\u00eda Inform\u00e1tica, EPS, Universidad Aut\u00f3noma de Madrid, Spain","institution_ids":["https://openalex.org/I63634437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014961798","display_name":"Ruth Cobos","orcid":"https://orcid.org/0000-0002-3411-3009"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ruth Cobos","raw_affiliation_strings":["Dep. Ingenier\u00eda Inform\u00e1tica, EPS, Universidad Aut\u00f3noma de Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0002-3411-3009","affiliations":[{"raw_affiliation_string":"Dep. Ingenier\u00eda Inform\u00e1tica, EPS, Universidad Aut\u00f3noma de Madrid, Spain","institution_ids":["https://openalex.org/I63634437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083125799","display_name":"Aythami Morales","orcid":"https://orcid.org/0000-0002-7268-4785"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aythami Morales","raw_affiliation_strings":["Universidad Autonoma de Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7268-4785","affiliations":[{"raw_affiliation_string":"Universidad Autonoma de Madrid, Spain","institution_ids":["https://openalex.org/I63634437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068081385","display_name":"Juli\u00e1n Fi\u00e9rrez","orcid":"https://orcid.org/0000-0002-6343-5656"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Julian Fierrez","raw_affiliation_strings":["Universidad Autonoma de Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6343-5656","affiliations":[{"raw_affiliation_string":"Universidad Autonoma de Madrid, Spain","institution_ids":["https://openalex.org/I63634437"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I63634437"],"apc_list":null,"apc_paid":null,"fwci":0.6582,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73115137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9606000185012817,"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":0.9348999857902527,"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/computer-science","display_name":"Computer science","score":0.7730724811553955},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6918042898178101},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6629379987716675},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6105226278305054},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5976312756538391},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5252294540405273},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.46206244826316833},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.422488808631897},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3741002082824707},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35564178228378296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23627403378486633}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7730724811553955},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6918042898178101},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6629379987716675},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6105226278305054},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5976312756538391},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5252294540405273},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.46206244826316833},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.422488808631897},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3741002082824707},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35564178228378296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23627403378486633}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3612783.3612813","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3612783.3612813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"XXIII International Conference on Human Computer Interaction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2611176525","https://openalex.org/W2910573347","https://openalex.org/W2960934900","https://openalex.org/W4312863249","https://openalex.org/W4382317571","https://openalex.org/W4385637004"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2768832457","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W605203981","https://openalex.org/W4210310791","https://openalex.org/W2560130217"],"abstract_inverted_index":{"In":[0],"the":[1,12,31,38,41,67,97,105,108,112],"article,":[2],"we":[3],"present":[4],"a":[5,25],"Web-based":[6,34],"System":[7],"called":[8],"M2LADS,":[9],"which":[10],"supports":[11],"integration":[13],"and":[14,47,63,75,107],"visualization":[15],"of":[16,33,111],"multimodal":[17,42],"data":[18,43,52,74],"recorded":[19],"in":[20,24,30,101],"user":[21,109],"experiences":[22],"(UX)":[23],"Learning":[26],"Analytics":[27],"(LA)":[28],"system":[29,100,106],"form":[32],"Dashboards.":[35],"Based":[36],"on":[37],"edBB":[39],"platform,":[40],"gathered":[44],"contains":[45],"biometric":[46],"behavioral":[48],"signals":[49],"including":[50],"electroencephalogram":[51],"to":[53,88,103],"measure":[54],"learners\u2019":[55,71,90],"cognitive":[56],"attention,":[57],"heart":[58],"rate":[59],"for":[60],"affective":[61],"measures":[62,79],"visual":[64],"attention":[65],"from":[66],"video":[68],"recordings.":[69],"Additionally,":[70],"static":[72],"background":[73],"their":[76,94],"learning":[77,98],"performance":[78],"are":[80],"tracked":[81],"using":[82],"LOGGE":[83],"tool.":[84],"M2LADS":[85],"provides":[86],"opportunities":[87],"capture":[89],"holistic":[91],"experience":[92,110],"during":[93],"interactions":[95],"with":[96],"analytic":[99],"order":[102],"improve":[104],"learners.":[113]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
