{"id":"https://openalex.org/W2161862104","doi":"https://doi.org/10.1177/0037549706074190","title":"Modeling and Simulation in Inquiry Learning: Checking Solutions and Giving Intelligent Advice","display_name":"Modeling and Simulation in Inquiry Learning: Checking Solutions and Giving Intelligent Advice","publication_year":2006,"publication_date":"2006-11-01","ids":{"openalex":"https://openalex.org/W2161862104","doi":"https://doi.org/10.1177/0037549706074190","mag":"2161862104"},"language":"en","primary_location":{"id":"doi:10.1177/0037549706074190","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549706074190","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.utwente.nl/en/publications/9eb4a1d3-59a0-46bf-a6ae-803cf52cc919","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048939528","display_name":"Crescencio Bravo","orcid":"https://orcid.org/0000-0003-4380-1193"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Crescencio Bravo","raw_affiliation_strings":["Department of Information Systems and Technologies, Computer Engineering School, University of Castilla \u2013 La Mancha, Paseo de la Universidad 4, 13071 Ciudad Real, Spain;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Technologies, Computer Engineering School, University of Castilla \u2013 La Mancha, Paseo de la Universidad 4, 13071 Ciudad Real, Spain;","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069632783","display_name":"Wouter van Joolingen","orcid":"https://orcid.org/0000-0002-4271-2861"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wouter R. van Joolingen","raw_affiliation_strings":["Department of Instructional Technology (Netherlands)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Instructional Technology (Netherlands)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019196767","display_name":"Ton de Jong","orcid":"https://orcid.org/0000-0003-0416-4304"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ton de Jong","raw_affiliation_strings":["Department of Instructional Technology, Faculty of Behavioral Sciences, University of Twente, PO Box 217, 7500 AE Enschede, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Instructional Technology, Faculty of Behavioral Sciences, University of Twente, PO Box 217, 7500 AE Enschede, the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048939528"],"corresponding_institution_ids":["https://openalex.org/I79189158"],"apc_list":null,"apc_paid":null,"fwci":4.16,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.93982714,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"82","issue":"11","first_page":"769","last_page":"784"},"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":0.9993000030517578,"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":0.9993000030517578,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9919000267982483,"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/T10731","display_name":"Educational Games and Gamification","score":0.9884999990463257,"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/advice","display_name":"Advice (programming)","score":0.913529634475708},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.7651841640472412},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.7515031695365906},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7032572031021118},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5451374650001526},{"id":"https://openalex.org/keywords/modeling-and-simulation","display_name":"Modeling and simulation","score":0.5214047431945801},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.4809088706970215},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36249062418937683},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33975422382354736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2888507544994354},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.2708938717842102},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1430894434452057},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.13808292150497437},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08147096633911133}],"concepts":[{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.913529634475708},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.7651841640472412},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.7515031695365906},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7032572031021118},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5451374650001526},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.5214047431945801},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.4809088706970215},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36249062418937683},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33975422382354736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2888507544994354},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2708938717842102},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1430894434452057},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.13808292150497437},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08147096633911133},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1177/0037549706074190","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549706074190","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/a6dea7b3-d6dc-4020-846d-b4422691b92d","is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/modeling-and-simulation-in-inquiry-learning-checking-solutions-and-giving-intelligent-advice(a6dea7b3-d6dc-4020-846d-b4422691b92d).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bravo, C, van Joolingen, W R & de Jong, T 2006, 'Modeling and simulation in inquiry learning: Checking solutions and giving intelligent advice', Simulation, vol. 82, no. 11, pp. 769-784. https://doi.org/10.1177/0037549706074190","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:ris.utwente.nl:openaire/9eb4a1d3-59a0-46bf-a6ae-803cf52cc919","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/9eb4a1d3-59a0-46bf-a6ae-803cf52cc919","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bravo, C, van Joolingen, W & de Jong, T 2006, 'Modeling and simulation in inquiry learning : Checking solutions and giving intelligent advice', Simulation : transactions of the Society for Modeling and Simulation International, vol. 82, no. 11, pp. 769-784. https://doi.org/10.1177/0037549706074190","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:HAL:hal-00190835v1","is_oa":false,"landing_page_url":"https://telearn.hal.science/hal-00190835","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SIMULATION: Transactions of The Society for Modeling and Simulation International, 2006, 82 (11), pp.769-784. &#x27E8;10.1177/0037549706074190&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:Ruidera:10578/15551","is_oa":true,"landing_page_url":"http://hdl.handle.net/10578/15551","pdf_url":null,"source":{"id":"https://openalex.org/S4377196358","display_name":"RUIdeRA - Institutional University Repository (University of Castilla-La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:uvapub:oai:dare.uva.nl:publications/a6dea7b3-d6dc-4020-846d-b4422691b92d","is_oa":false,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/modeling-and-simulation-in-inquiry-learning-checking-solutions-and-giving-intelligent-advice(a6dea7b3-d6dc-4020-846d-b4422691b92d).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Simulation, 82(11), 769 - 784. Sage","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ris.utwente.nl:openaire/9eb4a1d3-59a0-46bf-a6ae-803cf52cc919","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/9eb4a1d3-59a0-46bf-a6ae-803cf52cc919","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bravo, C, van Joolingen, W & de Jong, T 2006, 'Modeling and simulation in inquiry learning : Checking solutions and giving intelligent advice', Simulation : transactions of the Society for Modeling and Simulation International, vol. 82, no. 11, pp. 769-784. https://doi.org/10.1177/0037549706074190","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W638391406","https://openalex.org/W1502465934","https://openalex.org/W1502767928","https://openalex.org/W1536696051","https://openalex.org/W1536708336","https://openalex.org/W1563141946","https://openalex.org/W1569585985","https://openalex.org/W1585785803","https://openalex.org/W1806544472","https://openalex.org/W1807898352","https://openalex.org/W1816012646","https://openalex.org/W1858868033","https://openalex.org/W1865674293","https://openalex.org/W2009725713","https://openalex.org/W2011357074","https://openalex.org/W2100817584","https://openalex.org/W2101230014","https://openalex.org/W2103727947","https://openalex.org/W2120932048","https://openalex.org/W2151715145","https://openalex.org/W2162358806","https://openalex.org/W2163640453","https://openalex.org/W2165226686","https://openalex.org/W2472084962","https://openalex.org/W2521649837","https://openalex.org/W2531563875","https://openalex.org/W3108441448","https://openalex.org/W3144562997","https://openalex.org/W3159621716","https://openalex.org/W4230765451","https://openalex.org/W4246711722","https://openalex.org/W4253374893"],"related_works":["https://openalex.org/W4393601209","https://openalex.org/W4404663548","https://openalex.org/W2366107444","https://openalex.org/W4230197055","https://openalex.org/W3090906284","https://openalex.org/W4296749040","https://openalex.org/W253876680","https://openalex.org/W4393803066","https://openalex.org/W1987931999","https://openalex.org/W4404605447"],"abstract_inverted_index":{"Inquiry":[0],"learning":[1],"is":[2,57,105],"a":[3,26,111,149,169],"didactic":[4],"approach":[5,193],"in":[6,100],"which":[7,67],"students":[8,60,144,178],"acquire":[9,154],"knowledge":[10,138,156],"and":[11,18,22,59,131,161,182],"skills":[12],"through":[13,91],"processes":[14],"of":[15,35,87,94,110,113,123,135,148,165,186,190],"theory":[16],"building":[17],"experimentation.":[19],"Computer":[20],"modeling":[21,55,78,101,118,160,166],"simulation":[23],"can":[24,61],"play":[25],"prominent":[27],"role":[28],"within":[29],"this":[30,81],"approach.":[31],"Students":[32],"construct":[33],"representations":[34,45],"physical":[36],"systems":[37,51],"using":[38],"modeling.":[39],"Using":[40],"simulation,":[41],"they":[42],"execute":[43],"these":[44],"to":[46,63,75,97,145],"study":[47],"the":[48,54,77,85,92,108,121,124,128,133,143,146,155,163,173,180,183,191],"phenomena":[49],"or":[50],"modeled.":[52],"However,":[53],"task":[56],"complex,":[58],"fail":[62],"create":[64],"adequate":[65],"models,":[66],"prevents":[68],"effective":[69],"learning.":[70],"This":[71,140],"necessitates":[72],"supportive":[73],"measures":[74],"scaffold":[76],"processes.":[79],"In":[80,168],"paper,":[82],"we":[83],"address":[84],"issue":[86],"designing":[88],"such":[89],"support":[90],"development":[93],"intelligent":[95],"advice":[96,104,137,141,174,181,192],"be":[98],"incorporated":[99],"environments.":[102],"The":[103],"based":[106],"on":[107,120,132],"definition":[109],"family":[112],"reference":[114,125],"solutions":[115,126],"for":[116,158,162],"each":[117],"problem,":[119],"comparison":[122],"with":[127],"students'":[129],"solutions,":[130],"use":[134],"an":[136],"base.":[139],"guides":[142],"construction":[147],"better":[150],"solution,":[151],"helping":[152],"them":[153],"required":[157],"successful":[159],"correction":[164],"mistakes.":[167],"collaborative":[170],"session,":[171],"having":[172],"encourages":[175],"discussion":[176],"between":[177],"about":[179],"best":[184],"way":[185],"proceeding.":[187],"Empirical":[188],"validations":[189],"are":[194],"presented.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2016-06-24T00:00:00"}
