{"id":"https://openalex.org/W4280518727","doi":"https://doi.org/10.1109/educon52537.2022.9766770","title":"H2O Learn - Hybrid and Human-Oriented Learning: Trustworthy and Human-Centered Learning Analytics (TaHCLA) for Hybrid Education","display_name":"H2O Learn - Hybrid and Human-Oriented Learning: Trustworthy and Human-Centered Learning Analytics (TaHCLA) for Hybrid Education","publication_year":2022,"publication_date":"2022-03-28","ids":{"openalex":"https://openalex.org/W4280518727","doi":"https://doi.org/10.1109/educon52537.2022.9766770"},"language":"en","primary_location":{"id":"doi:10.1109/educon52537.2022.9766770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon52537.2022.9766770","pdf_url":null,"source":{"id":"https://openalex.org/S4363607828","display_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","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/A5082851320","display_name":"Carlos Delgado Kloos","orcid":"https://orcid.org/0000-0003-4093-3705"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Delgado Kloos","raw_affiliation_strings":["Universidad Carlos III de Madrid,Avenida de la Universidad 30,Legan&#x00E9;s,Madrid,Spain,E-28911","s, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid,Avenida de la Universidad 30,Legan&#x00E9;s,Madrid,Spain,E-28911","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"s, Madrid, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091148039","display_name":"Yannis Dimitriadis","orcid":"https://orcid.org/0000-0001-7275-2242"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Yannis Dimitriadis","raw_affiliation_strings":["Universidad de Valladolid,Paseo de Bel&#x00E9;n 15,Valladolid,Spain,47011","n 15, Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Valladolid,Paseo de Bel&#x00E9;n 15,Valladolid,Spain,47011","institution_ids":["https://openalex.org/I108103353"]},{"raw_affiliation_string":"n 15, Valladolid, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032351358","display_name":"Davinia Hern\u00e1ndez\u2010Leo","orcid":"https://orcid.org/0000-0003-0548-7455"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Davinia Hernandez-Leo","raw_affiliation_strings":["Universitat Pompeu Fabra,Roc Boronat 138,Barcelona,Spain,08018"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra,Roc Boronat 138,Barcelona,Spain,08018","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017626445","display_name":"Carlos Alario\u2010Hoyos","orcid":"https://orcid.org/0000-0002-3082-0814"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Alario-Hoyos","raw_affiliation_strings":["Universidad Carlos III de Madrid,Avenida de la Universidad 30,Legan&#x00E9;s,Madrid,Spain,E-28911","s, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid,Avenida de la Universidad 30,Legan&#x00E9;s,Madrid,Spain,E-28911","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"s, Madrid, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004243165","display_name":"Alejandra Mart\u00ednez\u2010Mon\u00e9s","orcid":"https://orcid.org/0000-0003-3201-0345"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandra Martinez-Mones","raw_affiliation_strings":["Universidad de Valladolid,Paseo de Bel&#x00E9;n 15,Valladolid,Spain,47011","n 15, Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Valladolid,Paseo de Bel&#x00E9;n 15,Valladolid,Spain,47011","institution_ids":["https://openalex.org/I108103353"]},{"raw_affiliation_string":"n 15, Valladolid, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072510769","display_name":"Patr\u00edcia Santos","orcid":"https://orcid.org/0000-0002-7337-2388"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Patricia Santos","raw_affiliation_strings":["Universitat Pompeu Fabra,Roc Boronat 138,Barcelona,Spain,08018"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra,Roc Boronat 138,Barcelona,Spain,08018","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002876618","display_name":"Pedro J. Mu\u00f1oz\u2010Merino","orcid":"https://orcid.org/0000-0002-2552-4674"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pedro J. Munoz-Merino","raw_affiliation_strings":["Universidad Carlos III de Madrid,Avenida de la Universidad 30,Legan&#x00E9;s,Madrid,Spain,E-28911","s, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid,Avenida de la Universidad 30,Legan&#x00E9;s,Madrid,Spain,E-28911","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"s, Madrid, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037458329","display_name":"Juan I. Asensio\u2010P\u00e9rez","orcid":"https://orcid.org/0000-0002-1114-2819"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan I. Asensio-Perez","raw_affiliation_strings":["Universidad de Valladolid,Paseo de Bel&#x00E9;n 15,Valladolid,Spain,47011","n 15, Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Valladolid,Paseo de Bel&#x00E9;n 15,Valladolid,Spain,47011","institution_ids":["https://openalex.org/I108103353"]},{"raw_affiliation_string":"n 15, Valladolid, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079159477","display_name":"Lluis Vicent Safont","orcid":null},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Lluis Vicent Safont","raw_affiliation_strings":["BSM,Universitat Pompeu Fabra,Carrer de Balmes, 132,Barcelona,Spain,08008"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BSM,Universitat Pompeu Fabra,Carrer de Balmes, 132,Barcelona,Spain,08008","institution_ids":["https://openalex.org/I170486558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2725,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93850209,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"94","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14246","display_name":"E-Learning and Knowledge Management","score":0.9937999844551086,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9937999844551086,"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/T11122","display_name":"Online Learning and Analytics","score":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6850264668464661},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.6359833478927612},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.6171895861625671},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.589725136756897},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5871483087539673},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5833969116210938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5322321057319641},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5237281918525696},{"id":"https://openalex.org/keywords/european-commission","display_name":"European commission","score":0.4277372658252716},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3843194246292114},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.13245272636413574},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.12315520644187927},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11189380288124084},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10111993551254272}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6850264668464661},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.6359833478927612},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.6171895861625671},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.589725136756897},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5871483087539673},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5833969116210938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5322321057319641},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5237281918525696},{"id":"https://openalex.org/C3020782553","wikidata":"https://www.wikidata.org/wiki/Q8880","display_name":"European commission","level":3,"score":0.4277372658252716},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3843194246292114},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.13245272636413574},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12315520644187927},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11189380288124084},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10111993551254272},{"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/C105639569","wikidata":"https://www.wikidata.org/wiki/Q582577","display_name":"Economic policy","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C2910001868","wikidata":"https://www.wikidata.org/wiki/Q458","display_name":"European union","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/educon52537.2022.9766770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon52537.2022.9766770","pdf_url":null,"source":{"id":"https://openalex.org/S4363607828","display_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"},{"id":"pmh:oai:repositori-api.upf.edu:10230/56400","is_oa":false,"landing_page_url":"http://hdl.handle.net/10230/56400","pdf_url":null,"source":{"id":"https://openalex.org/S4306402615","display_name":"Repositori digital de la UPF (Universitat Pompeu Fabra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170486558","host_organization_name":"Universitat Pompeu Fabra","host_organization_lineage":["https://openalex.org/I170486558"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1140307084","https://openalex.org/W1194368253","https://openalex.org/W1460786484","https://openalex.org/W2012594940","https://openalex.org/W2049431681","https://openalex.org/W2136922540","https://openalex.org/W2149282659","https://openalex.org/W2161078926","https://openalex.org/W2165935007","https://openalex.org/W2210080460","https://openalex.org/W2336314092","https://openalex.org/W2337624055","https://openalex.org/W2487824393","https://openalex.org/W2789297534","https://openalex.org/W2803274219","https://openalex.org/W2900403660","https://openalex.org/W2901340384","https://openalex.org/W2901539642","https://openalex.org/W2921345008","https://openalex.org/W2965758769","https://openalex.org/W2966032592","https://openalex.org/W2967076347","https://openalex.org/W2971779233","https://openalex.org/W2980082618","https://openalex.org/W2981703522","https://openalex.org/W2991413650","https://openalex.org/W2994732601","https://openalex.org/W2999898788","https://openalex.org/W3011196960","https://openalex.org/W3012093631","https://openalex.org/W3012363916","https://openalex.org/W3015901506","https://openalex.org/W3017901070","https://openalex.org/W3018063079","https://openalex.org/W3027259334","https://openalex.org/W3029229439","https://openalex.org/W3033084699","https://openalex.org/W3033978335","https://openalex.org/W3039616064","https://openalex.org/W3042045432","https://openalex.org/W3046530224","https://openalex.org/W3083525483","https://openalex.org/W3089968098","https://openalex.org/W3110495380","https://openalex.org/W3175374119","https://openalex.org/W4241634343","https://openalex.org/W4242290573","https://openalex.org/W6722789940","https://openalex.org/W6889525594"],"related_works":["https://openalex.org/W2492278949","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/W2560130217"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,17,36,83,97,114],"H2O":[4,37,70],"Learn":[5,38,71],"(Hybrid":[6],"and":[7,26,44,57,105,108,118],"Human-Oriented":[8],"Learning)":[9],"project,":[10],"a":[11],"coordinated":[12],"research":[13],"project":[14,39],"funded":[15],"by":[16,82,112],"Spanish":[18],"Research":[19],"Agency,":[20],"which":[21],"just":[22],"started":[23],"in":[24,63],"2021":[25],"will":[27],"last":[28],"for":[29,75],"three":[30],"years.":[31],"The":[32,67],"main":[33],"goal":[34],"of":[35,69,96,116],"is":[40],"to":[41,50],"build":[42],"Trustworthy":[43],"Human-Centered":[45],"Learning":[46,65,98],"Analytics":[47,99],"(TaHCLA)":[48],"solutions":[49],"support":[51],"human":[52,88],"stakeholders":[53],"when":[54],"designing,":[55],"orchestrating":[56],"(self-,socially-":[58],"or":[59],"co-)":[60],"regulating":[61],"learning":[62],"Hybrid":[64],"(HL).":[66],"contributions":[68],"consider":[72],"key":[73],"requirements":[74],"trustworthy":[76],"Artificial":[77],"Intelligence":[78],"(AI),":[79],"as":[80],"defined":[81],"European":[84],"Commission:":[85],"1)":[86],"fostering":[87],"(i.e.,":[89],"teachers,":[90],"learners&#x2026;)":[91],"agency;":[92],"2)":[93],"enabling":[94,113],"transparency":[95],"(LA)":[100],"systems;":[101],"3)":[102],"seeking":[103],"socio-emotional":[104],"inclusive":[106],"wellbeing;":[107],"4)":[109],"promoting":[110],"accountability":[111],"assessment":[115],"algorithms":[117],"design":[119],"processes.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
