{"id":"https://openalex.org/W163096450","doi":null,"title":"EDUCATIONAL EVALUATION OF FEATURE-BASED MODELLING IN A PROBLEM SOLVING DOMAIN","display_name":"EDUCATIONAL EVALUATION OF FEATURE-BASED MODELLING IN A PROBLEM SOLVING DOMAIN","publication_year":1990,"publication_date":"1990-01-01","ids":{"openalex":"https://openalex.org/W163096450","mag":"163096450"},"language":"en","primary_location":{"id":"mag:163096450","doi":null,"is_oa":false,"landing_page_url":"https://www.csse.monash.edu.au/~webb/Files/WebbCummingRichardsYum90.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5058054791","display_name":"Geoffrey I. Webb","orcid":"https://orcid.org/0000-0001-9963-5169","observed_orcids":["https://orcid.org/0000-0001-9963-5169"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geoffrey I. Webb","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9963-5169","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040419891","display_name":"Geoff Cumming","orcid":"https://orcid.org/0000-0003-1716-5277","observed_orcids":["https://orcid.org/0000-0003-1716-5277"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geoff Cumming","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1716-5277","affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Thomas J. Richards","orcid":"https://orcid.org/0000-0001-5945-6545","observed_orcids":["https://orcid.org/0000-0001-5945-6545"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas J. Richards","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-5945-6545","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7131,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73878552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9994999766349792,"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":0.9994999766349792,"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/T13559","display_name":"Edcuational Technology Systems","score":9.999999747378752e-05,"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/T14025","display_name":"Educational Technology and Assessment","score":9.999999747378752e-05,"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/feature-based-modeling","display_name":"feature-based modeling","score":0.9959999918937683},{"id":"https://openalex.org/keywords/intelligent-tutoring-systems","display_name":"intelligent tutoring systems","score":0.7929999828338623},{"id":"https://openalex.org/keywords/prolog","display_name":"Prolog","score":0.5920000076293945},{"id":"https://openalex.org/keywords/terminology-unification","display_name":"terminology unification","score":0.8759999871253967},{"id":"https://openalex.org/keywords/problem-solving","display_name":"problem solving","score":0.5400000214576721},{"id":"https://openalex.org/keywords/task-selection","display_name":"task selection","score":0.5180000066757202},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.503000020980835},{"id":"https://openalex.org/keywords/student-ratings","display_name":"student ratings","score":0.38499999046325684},{"id":"https://openalex.org/keywords/exam-performance","display_name":"exam performance","score":0.578000009059906},{"id":"https://openalex.org/keywords/cognitive-modeling","display_name":"cognitive modeling","score":0.5860000252723694},{"id":"https://openalex.org/keywords/computer-science-education","display_name":"computer science education","score":0.7910000085830688}],"concepts":[{"id":"https://openalex.org/C2778371403","wikidata":"https://www.wikidata.org/wiki/Q7672049","display_name":"TUTOR","level":2,"score":0.8398687243461609},{"id":"https://openalex.org/C96146094","wikidata":"https://www.wikidata.org/wiki/Q609057","display_name":"Unification","level":2,"score":0.6506688594818115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6487147808074951},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.568881094455719},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5370575189590454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5275856256484985},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5201073884963989},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.4988980293273926},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4576207399368286},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34160029888153076},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23039346933364868},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1309012472629547},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11722299456596375},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09002786874771118},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:163096450","doi":null,"is_oa":false,"landing_page_url":"https://www.csse.monash.edu.au/~webb/Files/WebbCummingRichardsYum90.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.975600004196167}],"study_designs":[{"display_name":"Clinical Trial","id":"https://openalex.org/study-designs/clinical-trial"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W134713021","https://openalex.org/W282718769","https://openalex.org/W2023578426","https://openalex.org/W2075028344","https://openalex.org/W2107031757"],"related_works":["https://openalex.org/W2063409629","https://openalex.org/W1513934555","https://openalex.org/W7099164930","https://openalex.org/W2342673748","https://openalex.org/W7096639640","https://openalex.org/W7099721491","https://openalex.org/W7096647653","https://openalex.org/W7095362879","https://openalex.org/W7095444125","https://openalex.org/W7098759297"],"abstract_inverted_index":{"Feature-Based":[0],"Modelling":[1],"is":[2],"a":[3,79,134],"machine":[4],"learning":[5],"based":[6],"cognitive":[7],"modelling":[8,67],"methodology.":[9],"An":[10],"intelligent":[11],"educational":[12],"system":[13,39],"has":[14,40],"been":[15,41],"implemented,":[16],"for":[17,141,184],"the":[18,22,29,34,95,108,112,121,130,148,156,159,172,185,189],"purpose":[19],"of":[20,31,98,136,147,158,171,188],"evaluating":[21],"methodology,":[23],"which":[24,65,83],"helps":[25],"students":[26,48,109,137],"learn":[27],"about":[28],"unification":[30],"terms":[32],"from":[33],"Prolog":[35],"programming":[36],"language.":[37],"The":[38],"used":[42,69],"by":[43,118],"Third":[44],"Year":[45],"Computer":[46],"Science":[47],"at":[49,120],"La":[50],"Trobe":[51],"University":[52],"during":[53],"September":[54],"1989.":[55],"Students":[56],"were":[57,88,104,116,127,168],"randomly":[58],"allocated":[59],"to":[60,70,78,94,143,155],"an":[61],"Experimental":[62],"condition,":[63],"in":[64,82,162,169],"FBM":[66,92,142,186],"was":[68],"select":[71],"tasks,":[72],"and":[73,86,101,123,174],"give":[74],"extra":[75],"comments,":[76],"or":[77],"Control":[80],"condition":[81],"similar":[84],"tasks":[85],"comments":[87],"given,":[89],"but":[90],"without":[91],"tailoring":[93],"individual.":[96],"Ratings":[97],"task":[99],"appropriateness,":[100],"comment":[102],"usefulness,":[103],"collected":[105],"on-line":[106],"as":[107],"worked":[110],"with":[111],"tutor;":[113],"overall":[114],"ratings":[115],"obtained":[117],"questionnaire":[119],"end;":[122],"semester":[124],"exam":[125],"results":[126,180],"examined.":[128],"Despite":[129],"fact":[131],"that":[132],"only":[133,175],"minority":[135],"showed":[138],"sufficient":[139],"misunderstanding":[140],"have":[144],"potential":[145],"value,":[146],"ten":[149],"comparisons":[150],"chat":[151],"relate":[152],"most":[153],"directly":[154],"aims":[157],"Tutor,":[160,173],"while":[161],"no":[163],"case":[164],"reaching":[165],"significance,":[166],"seven":[167],"favour":[170],"two":[176],"against.":[177],"These":[178],"preliminary":[179],"are":[181],"very":[182],"encouraging":[183],"principles":[187],"Tutor.":[190]},"counts_by_year":[],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2016-06-24T00:00:00"}
