{"id":"https://openalex.org/W2028412703","doi":"https://doi.org/10.1145/1631728.1631801","title":"The efficacy of cross-discipline representations for ill-defined concepts","display_name":"The efficacy of cross-discipline representations for ill-defined concepts","publication_year":2009,"publication_date":"2009-10-22","ids":{"openalex":"https://openalex.org/W2028412703","doi":"https://doi.org/10.1145/1631728.1631801","mag":"2028412703"},"language":"en","primary_location":{"id":"doi:10.1145/1631728.1631801","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1631728.1631801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM conference on SIG-information technology education","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/A5055382932","display_name":"Steven Rigby","orcid":null},"institutions":[{"id":"https://openalex.org/I43943889","display_name":"Brigham Young University - Idaho","ror":"https://ror.org/05j7qk258","country_code":"US","type":"education","lineage":["https://openalex.org/I43943889"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Steven Rigby","raw_affiliation_strings":["Brigham Young University - Idaho, Rexburg, ID, USA","Brigham Young University - Idaho, Rexburg , ID, USA"],"affiliations":[{"raw_affiliation_string":"Brigham Young University - Idaho, Rexburg, ID, USA","institution_ids":["https://openalex.org/I43943889"]},{"raw_affiliation_string":"Brigham Young University - Idaho, Rexburg , ID, USA","institution_ids":["https://openalex.org/I43943889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021961728","display_name":"Melissa Dark","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melissa J. Dark","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111513196","display_name":"Joseph J. Ekstrom","orcid":null},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph J. Ekstrom","raw_affiliation_strings":["Brigham Young University, Provo, UT, USA"],"affiliations":[{"raw_affiliation_string":"Brigham Young University, Provo, UT, USA","institution_ids":["https://openalex.org/I100005738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111420669","display_name":"Marcus Rogers","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcus Rogers","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055382932"],"corresponding_institution_ids":["https://openalex.org/I43943889"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24796103,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"229","last_page":"234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9419999718666077,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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":0.9384999871253967,"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/discipline","display_name":"Discipline","score":0.6809198260307312},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6293386816978455},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5852534770965576},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4852909445762634},{"id":"https://openalex.org/keywords/conceptual-framework","display_name":"Conceptual framework","score":0.46656835079193115},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4044254422187805},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3985026776790619},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.36693131923675537},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3601982295513153},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32551029324531555},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.19327062368392944},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14695462584495544},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09027433395385742},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.08779174089431763}],"concepts":[{"id":"https://openalex.org/C8795937","wikidata":"https://www.wikidata.org/wiki/Q11862829","display_name":"Discipline","level":2,"score":0.6809198260307312},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6293386816978455},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5852534770965576},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4852909445762634},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.46656835079193115},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4044254422187805},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3985026776790619},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.36693131923675537},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3601982295513153},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32551029324531555},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.19327062368392944},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14695462584495544},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09027433395385742},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.08779174089431763},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1631728.1631801","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1631728.1631801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM conference on SIG-information technology education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5799999833106995,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1950644452","https://openalex.org/W2000830595","https://openalex.org/W2053904080","https://openalex.org/W2070938403","https://openalex.org/W2091785129","https://openalex.org/W2107121732","https://openalex.org/W2153525410","https://openalex.org/W2164599981","https://openalex.org/W2980298611","https://openalex.org/W6682526305","https://openalex.org/W7049069967"],"related_works":["https://openalex.org/W2362801732","https://openalex.org/W2237705655","https://openalex.org/W2356499482","https://openalex.org/W4294751962","https://openalex.org/W2384251069","https://openalex.org/W2379586397","https://openalex.org/W2379875175","https://openalex.org/W2385025887","https://openalex.org/W2370757706","https://openalex.org/W3215773214"],"abstract_inverted_index":{"A":[0],"universal":[1],"problem":[2],"to":[3,19,69,163,206,219],"our":[4,20],"society":[5],"is":[6],"the":[7,11,32,40,77,94,160,164,174,181,192,200,203,207,220],"dramatic":[8],"increase":[9,152],"in":[10,58,197],"number":[12],"of":[13,37,86,90,96,99,111,118,131,134,155,173,183,202,212,217],"security":[14],"threats,":[15],"risks,":[16],"and":[17,25,34,56,114],"vulnerabilities":[18],"nation's":[21],"computer":[22],"systems,":[23],"data,":[24],"infrastructure.":[26],"Our":[27],"future":[28],"success":[29],"depends":[30],"upon":[31],"problem-solving":[33],"thinking":[35],"abilities":[36],"professionals":[38,45,68],"entering":[39],"Information":[41],"Technology":[42],"field.":[43,221],"These":[44],"will":[46,80,215],"be":[47,70,216],"faced":[48],"with":[49,166],"many":[50],"problems":[51],"that":[52,148],"are":[53],"complex,":[54],"Ill-defined,":[55],"multi-disciplinary":[57],"nature.":[59],"But":[60],"how":[61,199],"do":[62],"we,":[63],"as":[64],"educators,":[65],"prepare":[66],"these":[67],"successful?":[71],"Are":[72],"traditional":[73],"approaches":[74],"sufficient":[75],"for":[76],"complexity":[78],"they":[79],"face?":[81],"This":[82],"study":[83],"examines":[84],"ways":[85],"increasing":[87],"learners'":[88],"expertise":[89],"ill-defined":[91,120,157,213],"concepts":[92,214],"through":[93],"use":[95,182],"varying":[97,171],"types":[98],"representations.":[100],"Through":[101],"a":[102,178,189],"quasi-experimental":[103],"research":[104,196],"methodology,":[105],"students":[106,127],"were":[107],"assigned":[108],"into":[109],"one":[110],"three":[112,193],"groups":[113],"given":[115],"multiple":[116,149],"representations":[117,150,175,204],"an":[119,142,156],"concept":[121,129,144,158],"\"threat":[122],"analysis\".":[123],"After":[124],"each":[125],"treatment,":[126],"created":[128],"maps":[130],"their":[132],"understanding":[133,154,211],"threat":[135],"analysis,":[136],"which":[137],"was":[138,176],"then":[139],"scored":[140],"against":[141],"expert":[143],"map.":[145],"Results":[146],"show":[147,188],"did":[151,187],"conceptual":[153,210],"from":[159],"first":[161],"treatment":[162],"second":[165],"diminishing":[167],"returns":[168],"thereafter.":[169],"The":[170],"contexts":[172],"not":[177],"factor,":[179],"however":[180],"different":[184],"instructional":[185],"strategies":[186],"difference":[190],"over":[191],"treatments.":[194],"Future":[195],"examining":[198],"structuredness":[201],"presented":[205],"learner":[208],"increases":[209],"benefit":[218]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}