{"id":"https://openalex.org/W1978446893","doi":"https://doi.org/10.1109/indin.2013.6622980","title":"A probabilistic model for cognitive-affective user state awareness","display_name":"A probabilistic model for cognitive-affective user state awareness","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W1978446893","doi":"https://doi.org/10.1109/indin.2013.6622980","mag":"1978446893"},"language":"en","primary_location":{"id":"doi:10.1109/indin.2013.6622980","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2013.6622980","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 11th IEEE International Conference on Industrial Informatics (INDIN)","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/A5038248717","display_name":"Santiago Fern\u00e1ndez","orcid":"https://orcid.org/0000-0002-3637-8780"},"institutions":[{"id":"https://openalex.org/I4210136402","display_name":"Tekniker","ror":"https://ror.org/033vryh36","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210136402"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Santiago Fernandez","raw_affiliation_strings":["IK4-TEKNIKER, Eibar, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IK4-TEKNIKER, Eibar, Spain","institution_ids":["https://openalex.org/I4210136402"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068051647","display_name":"Ignacio L\u00e1zaro","orcid":"https://orcid.org/0000-0003-3128-8150"},"institutions":[{"id":"https://openalex.org/I4210136402","display_name":"Tekniker","ror":"https://ror.org/033vryh36","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210136402"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Lazaro","raw_affiliation_strings":["IK4-TEKNIKER, Eibar, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IK4-TEKNIKER, Eibar, Spain","institution_ids":["https://openalex.org/I4210136402"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066696041","display_name":"Eduardo Gilabert","orcid":"https://orcid.org/0000-0002-0948-0077"},"institutions":[{"id":"https://openalex.org/I4210136402","display_name":"Tekniker","ror":"https://ror.org/033vryh36","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210136402"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduardo Gilabert","raw_affiliation_strings":["IK4-TEKNIKER, Eibar, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IK4-TEKNIKER, Eibar, Spain","institution_ids":["https://openalex.org/I4210136402"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055680787","display_name":"Aitor Arn\u00e1iz","orcid":"https://orcid.org/0000-0002-9970-4803"},"institutions":[{"id":"https://openalex.org/I4210136402","display_name":"Tekniker","ror":"https://ror.org/033vryh36","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210136402"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aitor Arnaiz","raw_affiliation_strings":["IK4-TEKNIKER, Eibar, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IK4-TEKNIKER, Eibar, Spain","institution_ids":["https://openalex.org/I4210136402"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078743964","display_name":"Francisco Mu\u00f1oz","orcid":"https://orcid.org/0000-0001-9241-3838"},"institutions":[{"id":"https://openalex.org/I4210141221","display_name":"Real Jard\u00edn Bot\u00e1nico","ror":"https://ror.org/03ezemd27","country_code":"ES","type":"archive","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210141221"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Munoz Munoz","raw_affiliation_strings":["El Jard\u00edn de Junio, S.L., Madrid, Spain","El Jardin de Junio, S.L., Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"El Jard\u00edn de Junio, S.L., Madrid, Spain","institution_ids":["https://openalex.org/I4210141221"]},{"raw_affiliation_string":"El Jardin de Junio, S.L., Madrid, Spain","institution_ids":["https://openalex.org/I4210141221"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109946624","display_name":"Luis Castellanos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141221","display_name":"Real Jard\u00edn Bot\u00e1nico","ror":"https://ror.org/03ezemd27","country_code":"ES","type":"archive","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210141221"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Castellanos","raw_affiliation_strings":["El Jard\u00edn de Junio, S.L., Madrid, Spain","El Jardin de Junio, S.L., Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"El Jard\u00edn de Junio, S.L., Madrid, Spain","institution_ids":["https://openalex.org/I4210141221"]},{"raw_affiliation_string":"El Jardin de Junio, S.L., Madrid, Spain","institution_ids":["https://openalex.org/I4210141221"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.06705426,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"762","last_page":"767"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9749000072479248,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7456167936325073},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7387220859527588},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6861357688903809},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5558298826217651},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5507262945175171},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5369923114776611},{"id":"https://openalex.org/keywords/cognitive-model","display_name":"Cognitive model","score":0.4825805723667145},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.47347843647003174},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45069369673728943},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.4286853075027466},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.400105744600296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38797247409820557},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.24081072211265564},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1861570179462433},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07888743281364441},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07761076092720032}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7456167936325073},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7387220859527588},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6861357688903809},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5558298826217651},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5507262945175171},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5369923114776611},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.4825805723667145},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.47347843647003174},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45069369673728943},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.4286853075027466},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.400105744600296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38797247409820557},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.24081072211265564},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1861570179462433},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07888743281364441},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07761076092720032},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin.2013.6622980","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2013.6622980","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 11th IEEE International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1503077292","https://openalex.org/W1978301363","https://openalex.org/W1989708966","https://openalex.org/W1997333298","https://openalex.org/W2117645142","https://openalex.org/W2125956002","https://openalex.org/W2149129787","https://openalex.org/W2151562475","https://openalex.org/W2152869179","https://openalex.org/W2155370322","https://openalex.org/W2339343773","https://openalex.org/W6682497836"],"related_works":["https://openalex.org/W2076610045","https://openalex.org/W1497653103","https://openalex.org/W1557026648","https://openalex.org/W241804303","https://openalex.org/W2011722851","https://openalex.org/W190510197","https://openalex.org/W2089955643","https://openalex.org/W1611209618","https://openalex.org/W2130786469","https://openalex.org/W2325023811"],"abstract_inverted_index":{"In":[0,105],"this":[1],"work":[2],"we":[3],"describe":[4],"a":[5,45,76,94,102],"cognitive":[6,53],"model":[7,31,78,92],"to":[8,26,99,113,116],"infer":[9],"the":[10,30,62,86,91,114,118],"more":[11],"likely":[12],"user's":[13,120],"states":[14,54],"in":[15,56,75,79,101],"data-intensive":[16],"contexts.":[17],"Stress,":[18],"mental":[19],"fatigue,":[20],"or":[21],"even":[22],"inaptitude,":[23,108],"are":[24,73,82],"selected":[25],"be":[27,59,111],"inferred":[28],"by":[29,61],"based":[32,84],"two":[33],"sources":[34],"of":[35,64,90,96,107],"information:":[36],"context":[37,49],"and":[38,67],"psycho-physiological":[39],"sensors":[40,65],"network.":[41],"As":[42],"long":[43],"as":[44],"complex,":[46],"high":[47],"demanding":[48],"will":[50,58],"predict":[51],"those":[52],"that,":[55],"turn,":[57],"diagnosed":[60],"set":[63],"(EEG":[66],"ECG).":[68],"All":[69],"these":[70],"input":[71],"variables":[72],"represented":[74],"probabilistic":[77],"which":[80],"links":[81],"defined":[83],"on":[85],"literature.":[87],"The":[88],"outcome":[89],"is":[93],"probability":[95],"being":[97],"inapt":[98],"perform":[100],"suitable":[103],"way.":[104],"case":[106],"assistance":[109],"should":[110],"delivered":[112],"user":[115],"normalize":[117],"current":[119],"state.":[121]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
