{"id":"https://openalex.org/W2157413453","doi":"https://doi.org/10.1109/sitis.2010.43","title":"A Knowledge Engineering Method to Represent and Optimize Learning Processes and its Empirical Validation","display_name":"A Knowledge Engineering Method to Represent and Optimize Learning Processes and its Empirical Validation","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2157413453","doi":"https://doi.org/10.1109/sitis.2010.43","mag":"2157413453"},"language":"en","primary_location":{"id":"doi:10.1109/sitis.2010.43","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sitis.2010.43","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Signal-Image Technology and Internet Based Systems","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/A5086063823","display_name":"Rainer Knauf","orcid":"https://orcid.org/0000-0001-8795-6360"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R Knauf","raw_affiliation_strings":["Faculty of Computer Science and Automation, Ilmenau University of Technology, Ilmenau, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Automation, Ilmenau University of Technology, Ilmenau, Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065837950","display_name":"Yasutaka Sakurai","orcid":"https://orcid.org/0000-0002-7966-1295"},"institutions":[{"id":"https://openalex.org/I165522056","display_name":"Tokyo Denki University","ror":"https://ror.org/01pa62v70","country_code":"JP","type":"education","lineage":["https://openalex.org/I165522056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Y Sakurai","raw_affiliation_strings":["School of Information Environment, Tokyo Denki University, Chiba, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Environment, Tokyo Denki University, Chiba, Japan","institution_ids":["https://openalex.org/I165522056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110265357","display_name":"K. Takada","orcid":null},"institutions":[{"id":"https://openalex.org/I165522056","display_name":"Tokyo Denki University","ror":"https://ror.org/01pa62v70","country_code":"JP","type":"education","lineage":["https://openalex.org/I165522056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"K Takada","raw_affiliation_strings":["School of Information Environment, Tokyo Denki University, Chiba, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Environment, Tokyo Denki University, Chiba, Japan","institution_ids":["https://openalex.org/I165522056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112624843","display_name":"Setsuo Tsuruta","orcid":null},"institutions":[{"id":"https://openalex.org/I165522056","display_name":"Tokyo Denki University","ror":"https://ror.org/01pa62v70","country_code":"JP","type":"education","lineage":["https://openalex.org/I165522056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"S Tsuruta","raw_affiliation_strings":["School of Information Environment, Tokyo Denki University, Chiba, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Environment, Tokyo Denki University, Chiba, Japan","institution_ids":["https://openalex.org/I165522056"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2497561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"78","issue":null,"first_page":"203","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9954000115394592,"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"}},"topics":[{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9954000115394592,"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"}},{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","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/T14025","display_name":"Educational Technology and Assessment","score":0.9868000149726868,"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/computer-science","display_name":"Computer science","score":0.7598387002944946},{"id":"https://openalex.org/keywords/pluralistic-walkthrough","display_name":"Pluralistic walkthrough","score":0.7195608615875244},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5957295894622803},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.5349563360214233},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45365017652511597},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4419853389263153},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.43795496225357056},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3989798426628113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32456251978874207},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.2385801374912262},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.14563903212547302},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12898758053779602}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7598387002944946},{"id":"https://openalex.org/C188688815","wikidata":"https://www.wikidata.org/wiki/Q7205541","display_name":"Pluralistic walkthrough","level":3,"score":0.7195608615875244},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5957295894622803},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.5349563360214233},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45365017652511597},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4419853389263153},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.43795496225357056},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3989798426628113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32456251978874207},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2385801374912262},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.14563903212547302},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12898758053779602},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","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},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sitis.2010.43","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sitis.2010.43","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Signal-Image Technology and Internet Based Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W94203212","https://openalex.org/W2108886218","https://openalex.org/W2113909461","https://openalex.org/W2114268227","https://openalex.org/W2149544273","https://openalex.org/W2158313231","https://openalex.org/W2171301064","https://openalex.org/W3170775390","https://openalex.org/W6603850898","https://openalex.org/W6682126155"],"related_works":["https://openalex.org/W4300864503","https://openalex.org/W2365264209","https://openalex.org/W962203960","https://openalex.org/W306521093","https://openalex.org/W2026999166","https://openalex.org/W2161444195","https://openalex.org/W2503365327","https://openalex.org/W1599954583","https://openalex.org/W1996802783","https://openalex.org/W2509431957"],"abstract_inverted_index":{"Modeling,":[0],"processing,":[1],"evaluating":[2],"and":[3,47,71,110],"refining":[4],"processes":[5],"with":[6],"humans":[7],"involved":[8],"like":[9],"(not":[10],"only,":[11],"but":[12],"also":[13],"e-)":[14],"learning":[15],"is":[16],"an":[17,58],"exciting":[18],"new":[19],"application":[20],"of":[21,63,73,82],"Knowledge":[22],"Engineering.":[23],"A":[24],"formerly":[25,98],"developed":[26],"concept":[27,102],"called":[28],"storyboarding":[29],"has":[30],"been":[31],"applied":[32],"at":[33,44],"Tokyo":[34],"Denki":[35],"University":[36],"to":[37,42,56,78,91],"model":[38],"the":[39,69,105],"various":[40],"ways":[41],"study":[43],"this":[45],"university":[46],"visualize":[48],"them":[49],"in":[50],"a":[51,61,74,97],"graphical":[52],"way,":[53],"that":[54,103],"allows":[55],"keep":[57],"overview":[59],"by":[60,95],"hierarchy":[62],"nested":[64],"graphs.":[65],"The":[66],"paper":[67],"reports":[68],"development":[70],"validation":[72],"data":[75,114],"mining":[76],"technology":[77],"estimate":[79],"success":[80],"chances":[81,90],"curricula":[83],"based":[84],"on":[85],"storyboarding.":[86],"Further,":[87],"it":[88],"discusses":[89],"improve":[92],"these":[93],"results":[94],"implementing":[96],"introduced":[99],"learner":[100],"profiling":[101],"represents":[104],"students'":[106],"individual":[107],"properties,":[108],"talents":[109],"preferences":[111],"for":[112],"personalized":[113],"mining.":[115]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
