{"id":"https://openalex.org/W2033107534","doi":"https://doi.org/10.1109/cogsima.2013.6523857","title":"Experimentation of proactive computing in context aware systems: Case study of human-computer interactions in e-learning environment","display_name":"Experimentation of proactive computing in context aware systems: Case study of human-computer interactions in e-learning environment","publication_year":2013,"publication_date":"2013-02-01","ids":{"openalex":"https://openalex.org/W2033107534","doi":"https://doi.org/10.1109/cogsima.2013.6523857","mag":"2033107534"},"language":"en","primary_location":{"id":"doi:10.1109/cogsima.2013.6523857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogsima.2013.6523857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA)","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/A5012866158","display_name":"Denis Shirnin","orcid":null},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Denis Shirnin","raw_affiliation_strings":["Computer Science and Communications Research Unit, University of Luxembourg, Luxembourg","Computer Science and Communication Research Unit, University of Luxembourg, Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Computer Science and Communications Research Unit, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Computer Science and Communication Research Unit, University of Luxembourg, Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049461618","display_name":"Sandro Reis","orcid":null},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Sandro Reis","raw_affiliation_strings":["Universite du Luxembourg, Luxembourg, LU","Computer Science and Communication Research Unit, University of Luxembourg, Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Universite du Luxembourg, Luxembourg, LU","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Computer Science and Communication Research Unit, University of Luxembourg, Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021012600","display_name":"Denis Zampuni\u00e9ris","orcid":null},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Denis Zampunieris","raw_affiliation_strings":["Universite du Luxembourg, Luxembourg, LU","Computer Science and Communication Research Unit, University of Luxembourg, Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Universite du Luxembourg, Luxembourg, LU","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Computer Science and Communication Research Unit, University of Luxembourg, Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012866158"],"corresponding_institution_ids":["https://openalex.org/I186903577"],"apc_list":null,"apc_paid":null,"fwci":1.6591,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86146161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"19","issue":null,"first_page":"269","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13382","display_name":"Robotics and Automated Systems","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.984000027179718,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/proactivity","display_name":"Proactivity","score":0.961614727973938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7833911180496216},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6640583872795105},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5856335163116455},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.539799690246582},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5139153003692627},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4942746162414551},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4213706851005554},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.41358888149261475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2575795650482178},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10003486275672913}],"concepts":[{"id":"https://openalex.org/C142944206","wikidata":"https://www.wikidata.org/wiki/Q1786137","display_name":"Proactivity","level":2,"score":0.961614727973938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7833911180496216},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6640583872795105},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5856335163116455},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.539799690246582},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5139153003692627},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4942746162414551},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4213706851005554},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.41358888149261475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2575795650482178},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10003486275672913},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cogsima.2013.6523857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogsima.2013.6523857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA)","raw_type":"proceedings-article"},{"id":"pmh:oai:orbilu.uni.lu:10993/2666","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6523857","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), 2013 IEEE International Multi-Disciplinary Conference on (pp. 269-276). IEEE (2013).","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1606108609","https://openalex.org/W1822373060","https://openalex.org/W1964180749","https://openalex.org/W1971547142","https://openalex.org/W1974687319","https://openalex.org/W1981810997","https://openalex.org/W1992965417","https://openalex.org/W2024509554","https://openalex.org/W2057781972","https://openalex.org/W2070936046","https://openalex.org/W2072610138","https://openalex.org/W2082833243","https://openalex.org/W2092927946","https://openalex.org/W2107124020","https://openalex.org/W2148353160","https://openalex.org/W2159614548","https://openalex.org/W2168462097","https://openalex.org/W2168633897","https://openalex.org/W2338251608","https://openalex.org/W2433592734","https://openalex.org/W2488697573","https://openalex.org/W2535468564","https://openalex.org/W2543315719","https://openalex.org/W3003484567","https://openalex.org/W6638604048","https://openalex.org/W6683645440","https://openalex.org/W6684331610","https://openalex.org/W6718325998","https://openalex.org/W6723134248","https://openalex.org/W6772983293"],"related_works":["https://openalex.org/W3184903829","https://openalex.org/W2078272473","https://openalex.org/W2167876054","https://openalex.org/W2042646382","https://openalex.org/W3007064916","https://openalex.org/W180597667","https://openalex.org/W3596884","https://openalex.org/W2740843852","https://openalex.org/W2193177468","https://openalex.org/W4242730076"],"abstract_inverted_index":{"We":[0,62],"show":[1],"the":[2,5,11,28,34,41,49,55,58,65,69,90,106,109,116,136,139,158,164,167,177,206,209,214,222,225,230,251,256,260,264,275],"implementation":[3],"of":[4,7,31,60,89,108,123,166,179,203,233,250,258],"concept":[6],"Proactivity":[8],"applied":[9],"as":[10,68,182,184,247],"core":[12],"mechanism":[13],"in":[14,138,161,199,242,255],"our":[15,74,180],"Proactive":[16,81,124],"Context":[17],"Aware":[18],"System":[19],"(PCAS),":[20],"which":[21,212,228],"is":[22],"capable":[23],"to":[24,39,45,51,105,156,163,173,185],"detect":[25],"and":[26,38,86,93,101,112,154,175,220],"extract":[27],"related":[29,189,244],"events":[30],"interest":[32],"from":[33,115],"user's":[35,117,168],"contextual":[36,71,169],"situation":[37],"provide":[40],"appropriate":[42,159],"goal-oriented":[43],"actions":[44,160],"this":[46,77],"event":[47],"with":[48],"objective":[50],"help":[52],"or":[53,57,129,145],"assist":[54],"user":[56],"group":[59,253,266],"users.":[61,103],"have":[63,192],"chosen":[64],"academic":[66],"environment":[67],"ongoing":[70],"setting":[72],"for":[73,83,98,134],"system.":[75],"From":[76],"perspective,":[78],"we":[79,119,191],"designed":[80],"Scenarios":[82,131,147,153],"an":[84],"automatic":[85],"enhanced":[87,217],"management":[88],"online":[91],"learning":[92],"teaching":[94],"activities":[95],"on":[96,205,221],"Moodle\u2122":[97,215],"both":[99],"student":[100],"teacher":[102],"Due":[104],"diversity":[107],"potential":[110],"contexts":[111],"situations":[113],"arising":[114],"activity,":[118],"developed":[120],"two":[121,201],"kinds":[122],"Scenarios.":[125],"The":[126,142,196,235],"first":[127],"type":[128,144],"Meta":[130,152],"are":[132,148],"responsible":[133],"capturing":[135],"changes":[137],"outward":[140],"context.":[141],"second":[143],"Target":[146],"triggered":[149],"off":[150],"by":[151,218,269],"aim":[155],"undertake":[157],"response":[162],"conditions":[165],"situation.":[170],"In":[171],"order":[172],"test":[174],"validate":[176],"capability":[178],"software":[181],"well":[183],"analyse":[186],"its":[187],"context":[188],"outcomes":[190,254],"performed":[193,268],"empirical":[194],"studies.":[195],"experiments":[197],"consisted":[198],"creating":[200],"groups":[202],"students,":[204],"one":[207],"hand":[208,224],"study":[210,252,265],"group,":[211,227],"used":[213,229],"platform":[216],"PCAS,":[219],"other":[223],"control":[226,276],"standard":[231],"version":[232],"Moodle\u2122.":[234],"subsequent":[236],"data":[237],"analysis":[238],"showed":[239],"significant":[240],"differences":[241],"specific":[243],"results":[245],"such":[246],"notable":[248],"advantage":[249],"category":[257],"passing":[259],"final":[261],"exam,":[262],"where":[263],"has":[267],"11":[270],"percentage":[271],"points":[272],"better":[273],"than":[274],"group.":[277]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
