{"id":"https://openalex.org/W2106646705","doi":"https://doi.org/10.1109/icalt.2006.1652529","title":"Learning about and through Empirical Modelling","display_name":"Learning about and through Empirical Modelling","publication_year":2006,"publication_date":"2006-08-03","ids":{"openalex":"https://openalex.org/W2106646705","doi":"https://doi.org/10.1109/icalt.2006.1652529","mag":"2106646705"},"language":"en","primary_location":{"id":"doi:10.1109/icalt.2006.1652529","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icalt.2006.1652529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sixth IEEE International Conference on Advanced Learning Technologies (ICALT'06)","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/A5043846132","display_name":"Russell Boyatt","orcid":"https://orcid.org/0000-0001-6814-2521"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"R. Boyatt","raw_affiliation_strings":["Department of Computer Science, University of Warwick, UK","#N#        University of Warwick, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"#N#        University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044455538","display_name":"Antony Harfield","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A. Harfield","raw_affiliation_strings":["Department of Computer Science, University of Warwick, UK","#N#        University of Warwick, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"#N#        University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109876755","display_name":"M. Beynon","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. Beynon","raw_affiliation_strings":["Department of Computer Science, University of Warwick, UK","#N#        University of Warwick, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"#N#        University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043846132"],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":null,"apc_paid":null,"fwci":1.0919,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80554205,"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":"662","last_page":"666"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12171","display_name":"Open Education and E-Learning","score":0.9707000255584717,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.965399980545044,"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/empirical-research","display_name":"Empirical research","score":0.8180780410766602},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.666841983795166},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6148742437362671},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.608197808265686},{"id":"https://openalex.org/keywords/empirical-modelling","display_name":"Empirical modelling","score":0.5947813391685486},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4632284641265869},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4016273021697998},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3542299270629883},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3516950011253357},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.34765130281448364},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3228127956390381},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2240312397480011},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.17406409978866577},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.08911553025245667}],"concepts":[{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.8180780410766602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.666841983795166},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6148742437362671},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.608197808265686},{"id":"https://openalex.org/C133199616","wikidata":"https://www.wikidata.org/wiki/Q25386885","display_name":"Empirical modelling","level":2,"score":0.5947813391685486},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4632284641265869},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4016273021697998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3542299270629883},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3516950011253357},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.34765130281448364},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3228127956390381},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2240312397480011},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.17406409978866577},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.08911553025245667},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icalt.2006.1652529","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icalt.2006.1652529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sixth IEEE International Conference on Advanced Learning Technologies (ICALT'06)","raw_type":"proceedings-article"},{"id":"pmh:oai:wrap.warwick.ac.uk:61532","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Item"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.532.2131","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.532.2131","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www2.warwick.ac.uk/fac/sci/dcs/research/em/publications/papers/downloads/090.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1840228086","https://openalex.org/W2004892331","https://openalex.org/W2136058512"],"related_works":["https://openalex.org/W2140798747","https://openalex.org/W2948169060","https://openalex.org/W2908646305","https://openalex.org/W976271273","https://openalex.org/W4281748496","https://openalex.org/W4253758904","https://openalex.org/W2106646705","https://openalex.org/W2800302421","https://openalex.org/W1572710802","https://openalex.org/W2805362784"],"abstract_inverted_index":{"Empirical":[0],"modelling":[1,28,84,149],"is":[2,29,91,110],"a":[3],"body":[4],"of":[5,16,35,48,74,81,112],"principles":[6],"and":[7,85],"tools":[8],"that":[9,51,109,147],"has":[10,22],"been":[11],"developed":[12],"for":[13,96,116],"the":[14,56,61,72,79,113,133],"construction":[15],"interactive":[17],"environments.":[18],"Our":[19],"previous":[20],"research":[21],"indicated":[23],"respects":[24],"in":[25,46,68,106,153,156],"which":[26,122,135],"empirical":[27,64,99,128,148],"intimately":[30],"linked":[31],"with":[32],"learning":[33,97,155],"activity":[34],"many":[36],"different":[37],"varieties.":[38],"In":[39],"this":[40,49],"paper,":[41],"we":[42],"recount":[43],"informal":[44],"evidence":[45],"support":[47],"claim":[50],"can":[52],"be":[53,94,151],"drawn":[54],"from":[55],"assessment":[57,77],"exercise":[58,90],"attached":[59],"to":[60,63,93,121,138,145],"\"introduction":[62],"modelling\"":[65],"module":[66],"offered":[67],"Computer":[69],"Science":[70],"at":[71],"University":[73],"Warwick.":[75],"This":[76,142],"takes":[78],"form":[80],"an":[82,89],"open-ended":[83],"paper-writing":[86],"exercise.":[87],"Such":[88],"shown":[92],"effective":[95,152],"about":[98,127,132],"modelling.":[100],"It":[101],"also":[102,131],"promotes":[103],"self-motivated":[104],"exploration":[105],"unknown":[107],"domains":[108,158],"one":[111],"key":[114],"skills":[115],"life-long":[117],"learning.":[118],"The":[119],"extent":[120],"students":[123],"not":[124],"only":[125],"learnt":[126],"modelling,":[129],"but":[130],"domain":[134],"they":[136],"chose":[137],"model":[139],"was":[140],"unexpected.":[141],"leads":[143],"us":[144],"suggest":[146],"could":[150],"facilitating":[154],"other":[157]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}