{"id":"https://openalex.org/W2895956001","doi":"https://doi.org/10.1109/icci-cc.2018.8482046","title":"Meta-Modeling Process of Pedagogical Strategies in Intelligent Tutoring Systems","display_name":"Meta-Modeling Process of Pedagogical Strategies in Intelligent Tutoring Systems","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2895956001","doi":"https://doi.org/10.1109/icci-cc.2018.8482046","mag":"2895956001"},"language":"en","primary_location":{"id":"doi:10.1109/icci-cc.2018.8482046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icci-cc.2018.8482046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 17th International Conference on Cognitive Informatics &amp; Cognitive Computing (ICCI*CC)","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/A5008310264","display_name":"Adan A. Gomez","orcid":null},"institutions":[{"id":"https://openalex.org/I324290372","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/04nmbd607","country_code":"CO","type":"education","lineage":["https://openalex.org/I324290372"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Adan A. Gomez","raw_affiliation_strings":["Dept.Inform\u00e1tica Educativa, Universidad de C\u00f3rdoba, Monter\u00eda, Colombia"],"affiliations":[{"raw_affiliation_string":"Dept.Inform\u00e1tica Educativa, Universidad de C\u00f3rdoba, Monter\u00eda, Colombia","institution_ids":["https://openalex.org/I324290372"]}]},{"author_position":"last","author":{"id":null,"display_name":"Manuel F. Caro","orcid":null},"institutions":[{"id":"https://openalex.org/I324290372","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/04nmbd607","country_code":"CO","type":"education","lineage":["https://openalex.org/I324290372"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Manuel F. Caro","raw_affiliation_strings":["Dept.Inform\u00e1tica Educativa, Universidad de C\u00f3rdoba, Monter\u00eda, Colombia"],"affiliations":[{"raw_affiliation_string":"Dept.Inform\u00e1tica Educativa, Universidad de C\u00f3rdoba, Monter\u00eda, Colombia","institution_ids":["https://openalex.org/I324290372"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008310264"],"corresponding_institution_ids":["https://openalex.org/I324290372"],"apc_list":null,"apc_paid":null,"fwci":0.5077,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74529394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"485","last_page":"494"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9998000264167786,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9681000113487244,"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/metamodeling","display_name":"Metamodeling","score":0.935258150100708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7633387446403503},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7452620267868042},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6397931575775146},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.629938006401062},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.477300763130188},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.44328808784484863},{"id":"https://openalex.org/keywords/intelligent-tutoring-system","display_name":"Intelligent tutoring system","score":0.43294093012809753},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3822993040084839},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.29041749238967896},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.168024480342865},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1453757882118225},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10804077982902527}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.935258150100708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7633387446403503},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7452620267868042},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6397931575775146},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.629938006401062},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.477300763130188},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.44328808784484863},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.43294093012809753},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3822993040084839},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.29041749238967896},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.168024480342865},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1453757882118225},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10804077982902527},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icci-cc.2018.8482046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icci-cc.2018.8482046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 17th International Conference on Cognitive Informatics &amp; Cognitive Computing (ICCI*CC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W104739594","https://openalex.org/W176596616","https://openalex.org/W1485337268","https://openalex.org/W1528501518","https://openalex.org/W1529464649","https://openalex.org/W1604490888","https://openalex.org/W1790064750","https://openalex.org/W1893611790","https://openalex.org/W1941790509","https://openalex.org/W1947093425","https://openalex.org/W1968833464","https://openalex.org/W1971681797","https://openalex.org/W1978642637","https://openalex.org/W1984529325","https://openalex.org/W1989140425","https://openalex.org/W1990291577","https://openalex.org/W2004429519","https://openalex.org/W2008531520","https://openalex.org/W2020110561","https://openalex.org/W2054841790","https://openalex.org/W2056941181","https://openalex.org/W2067198443","https://openalex.org/W2070171294","https://openalex.org/W2073393770","https://openalex.org/W2079671718","https://openalex.org/W2088458101","https://openalex.org/W2089197547","https://openalex.org/W2092909411","https://openalex.org/W2098992993","https://openalex.org/W2099197426","https://openalex.org/W2102241854","https://openalex.org/W2103330877","https://openalex.org/W2108219424","https://openalex.org/W2108220079","https://openalex.org/W2112676879","https://openalex.org/W2114858238","https://openalex.org/W2116405908","https://openalex.org/W2116777580","https://openalex.org/W2118137218","https://openalex.org/W2123169053","https://openalex.org/W2126428175","https://openalex.org/W2127369946","https://openalex.org/W2132922528","https://openalex.org/W2133819971","https://openalex.org/W2138961726","https://openalex.org/W2145293935","https://openalex.org/W2147614994","https://openalex.org/W2147642262","https://openalex.org/W2147923019","https://openalex.org/W2149928308","https://openalex.org/W2149958937","https://openalex.org/W2156080104","https://openalex.org/W2168364913","https://openalex.org/W2168765014","https://openalex.org/W2171743248","https://openalex.org/W2183099858","https://openalex.org/W2618546298","https://openalex.org/W2785425407","https://openalex.org/W3138405498","https://openalex.org/W4236883561","https://openalex.org/W4242947661","https://openalex.org/W4247998470","https://openalex.org/W6607167949","https://openalex.org/W6628928096","https://openalex.org/W6631558500","https://openalex.org/W6637212649","https://openalex.org/W6638138037","https://openalex.org/W6640546731","https://openalex.org/W6672642665","https://openalex.org/W6673722185","https://openalex.org/W6676921252","https://openalex.org/W6677247732","https://openalex.org/W6681880313","https://openalex.org/W6738643042","https://openalex.org/W7056432541"],"related_works":["https://openalex.org/W2080167534","https://openalex.org/W3146440365","https://openalex.org/W2011315860","https://openalex.org/W2130588191","https://openalex.org/W2466503045","https://openalex.org/W1868271753","https://openalex.org/W2289004579","https://openalex.org/W67475362","https://openalex.org/W4287889748","https://openalex.org/W2970936674"],"abstract_inverted_index":{"Modeling":[0],"process":[1],"of":[2,4,24,36,46,49,61],"personalization":[3],"pedagogical":[5,37],"strategies":[6,38],"in":[7,39,52,67],"Intelligent":[8],"Tutoring":[9],"Systems":[10],"(ITS)":[11],"is":[12,72],"a":[13,30],"difficult":[14],"and":[15,22,83,100],"time-consuming":[16],"task":[17],"due":[18],"to":[19],"the":[20,33,59,68],"number":[21],"complexity":[23],"processes":[25],"involved.":[26],"This":[27],"research":[28],"presents":[29],"Metamodel":[31,42,71,87],"for":[32],"personalized":[34],"adaptation":[35,48],"ITS.":[40],"The":[41,70,86],"called":[43],"METAGOGIC":[44],"(Metamodel":[45],"Personalized":[47],"Pedagogical":[50],"Strategies":[51],"intelligent":[53],"tutoring":[54],"systems)":[55],"was":[56,90],"synthetized":[57],"from":[58],"analysis":[60],"45":[62],"ITS":[63],"models":[64],"that":[65],"exist":[66],"literature.":[69],"structured":[73],"into":[74],"five":[75],"packages:":[76],"MetaCore,":[77],"Planner,":[78],"Advisor":[79],"Package,":[80],"Assessment":[81],"Package":[82],"User":[84],"Package.":[85],"Validation":[88],"Process":[89],"carried":[91],"out":[92],"using":[93],"two":[94],"techniques:":[95],"Comparison":[96],"with":[97],"other":[98],"Models":[99],"Frequency-based":[101],"Selection.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
