{"id":"https://openalex.org/W2198061677","doi":null,"title":"Investigating Automated Student Modeling in a Java MOOC","display_name":"Investigating Automated Student Modeling in a Java MOOC","publication_year":2014,"publication_date":"2014-07-04","ids":{"openalex":"https://openalex.org/W2198061677","mag":"2198061677"},"language":"en","primary_location":{"id":"pmh:oai:d-scholarship.pitt.edu:21833","doi":null,"is_oa":true,"landing_page_url":"https://d-scholarship.pitt.edu/21833/4/licence.txt","pdf_url":"http://d-scholarship.pitt.edu/21833/1/EDM2014YudelsonHVB_camready.pdf","source":{"id":"https://openalex.org/S4306402372","display_name":"D-Scholarship@Pitt (University of Pittsburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I170201317","host_organization_name":"University of Pittsburgh","host_organization_lineage":["https://openalex.org/I170201317"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"},"parent_works":[],"lineage":["https://openalex.org/W2198061677"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://d-scholarship.pitt.edu/21833/1/EDM2014YudelsonHVB_camready.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055898004","display_name":"Michael V. Yudelson","orcid":"https://orcid.org/0000-0002-8280-0348","observed_orcids":["https://orcid.org/0000-0002-8280-0348"]},"institutions":[{"id":"https://openalex.org/I4387153386","display_name":"Carnegie Learning, Inc. (United States)","ror":"https://ror.org/01h5a0582","country_code":"US","type":"company","lineage":["https://openalex.org/I4387153386"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Yudelson","raw_affiliation_strings":["Carnegie Learning, Inc, Pittsburgh, USA"],"raw_orcid":"https://orcid.org/0000-0002-8280-0348","affiliations":[{"raw_affiliation_string":"Carnegie Learning, Inc, Pittsburgh, USA","institution_ids":["https://openalex.org/I4387153386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101852255","display_name":"Roya Hosseini","orcid":"https://orcid.org/0000-0003-0531-5530","observed_orcids":["https://orcid.org/0000-0003-0531-5530"]},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roya Hosseini","raw_affiliation_strings":["Univ. of Pittsburgh"],"raw_orcid":"https://orcid.org/0000-0003-0531-5530","affiliations":[{"raw_affiliation_string":"Univ. of Pittsburgh","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035948107","display_name":"Arto Vihavainen","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arto Vihavainen","raw_affiliation_strings":["Department of Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037674585","display_name":"Peter L. Brusilovsky","orcid":"https://orcid.org/0000-0002-1902-1464","observed_orcids":["https://orcid.org/0000-0002-1902-1464","https://orcid.org/0000-0003-0810-4608"]},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Brusilovsky","raw_affiliation_strings":["Univ. of Pittsburgh"],"raw_orcid":"https://orcid.org/0000-0002-1902-1464","affiliations":[{"raw_affiliation_string":"Univ. of Pittsburgh","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9026,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.9196601,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"261","last_page":"264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.6948000192642212,"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"}},"topics":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.6948000192642212,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.2838999927043915,"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/T11122","display_name":"Online Learning and Analytics","score":0.01510000042617321,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/programming-education","display_name":"programming education","score":0.8700000047683716},{"id":"https://openalex.org/keywords/java-programming-language","display_name":"Java programming","score":0.6449999809265137},{"id":"https://openalex.org/keywords/moocs","display_name":"MOOCs","score":0.8849999904632568},{"id":"https://openalex.org/keywords/intelligent-tutoring-systems","display_name":"intelligent tutoring systems","score":0.9089999794960022},{"id":"https://openalex.org/keywords/programming-exercises","display_name":"programming exercises","score":0.7459999918937683},{"id":"https://openalex.org/keywords/introductory-programming","display_name":"introductory programming","score":0.8450000286102295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8396230340003967},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.6079898476600647},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.5659953355789185},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.48868897557258606},{"id":"https://openalex.org/C119263510","wikidata":"https://www.wikidata.org/wiki/Q7248501","display_name":"Programming domain","level":4,"score":0.4555834233760834},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.4521884024143219},{"id":"https://openalex.org/C50033165","wikidata":"https://www.wikidata.org/wiki/Q15712089","display_name":"Inductive programming","level":3,"score":0.4475720524787903},{"id":"https://openalex.org/C544833334","wikidata":"https://www.wikidata.org/wiki/Q2005","display_name":"JavaScript","level":2,"score":0.41701480746269226},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.4138229489326477},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.37342697381973267},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34070903062820435},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3342237174510956}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:d-scholarship.pitt.edu:21833","doi":null,"is_oa":true,"landing_page_url":"https://d-scholarship.pitt.edu/21833/4/licence.txt","pdf_url":"http://d-scholarship.pitt.edu/21833/1/EDM2014YudelsonHVB_camready.pdf","source":{"id":"https://openalex.org/S4306402372","display_name":"D-Scholarship@Pitt (University of Pittsburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I170201317","host_organization_name":"University of Pittsburgh","host_organization_lineage":["https://openalex.org/I170201317"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"},{"id":"mag:2198061677","doi":null,"is_oa":false,"landing_page_url":"http://d-scholarship.pitt.edu/21833/1/EDM2014YudelsonHVB_camready.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306418235","display_name":"Educational Data Mining","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Educational Data Mining","raw_type":null}],"best_oa_location":{"id":"pmh:oai:d-scholarship.pitt.edu:21833","doi":null,"is_oa":true,"landing_page_url":"https://d-scholarship.pitt.edu/21833/4/licence.txt","pdf_url":"http://d-scholarship.pitt.edu/21833/1/EDM2014YudelsonHVB_camready.pdf","source":{"id":"https://openalex.org/S4306402372","display_name":"D-Scholarship@Pitt (University of Pittsburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I170201317","host_organization_name":"University of Pittsburgh","host_organization_lineage":["https://openalex.org/I170201317"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.9901999831199646,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2198061677.pdf","grobid_xml":"https://content.openalex.org/works/W2198061677.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W812573986","https://openalex.org/W1538905177","https://openalex.org/W1562878411","https://openalex.org/W1710333953","https://openalex.org/W1737402946","https://openalex.org/W1975665666","https://openalex.org/W2125054539","https://openalex.org/W2162929365","https://openalex.org/W2163640453","https://openalex.org/W2165558212"],"related_works":["https://openalex.org/W7097615969","https://openalex.org/W2275029674","https://openalex.org/W4366816782","https://openalex.org/W4377200547","https://openalex.org/W2989894817","https://openalex.org/W2111760158","https://openalex.org/W2964587392","https://openalex.org/W2889989028","https://openalex.org/W3162476714","https://openalex.org/W2130340789"],"abstract_inverted_index":{"With":[0],"the":[1,52,116,135,171,179],"advent":[2],"of":[3,13,31,51,74,84,101,111,118,129,137,173,181,187],"ubiquitous":[4],"web,":[5],"programming":[6,25,89,144,164,175],"is":[7,46,104,122,145],"no":[8,47],"longer":[9,48],"a":[10,28,49,56,64,67,72,78,105,119,123,127,148,193],"sole":[11],"prerogative":[12],"computer":[14],"science":[15],"schools.":[16],"Scripting":[17],"languages":[18,165],"are":[19,41,70],"taught":[20],"to":[21,43,76],"wider":[22],"audiences":[23],"and":[24,38,166],"has":[26,90],"become":[27],"flag":[29],"post":[30],"any":[32],"technology":[33],"related":[34],"program.":[35],"As":[36,55],"more":[37,39],"students":[40,58,86],"exposed":[42],"coding,":[44],"it":[45],"trade":[50],"select":[53],"few.":[54],"result,":[57],"who":[59],"would":[60],"not":[61],"opt":[62],"for":[63,143,158,162],"coding":[65],"class":[66],"decade":[68],"ago":[69],"in":[71,87,93,170],"position":[73],"having":[75],"learn":[77],"rather":[79],"difficult":[80],"subject.":[81],"The":[82,98],"problem":[83],"assisting":[85],"learning":[88,163],"been":[91],"explored":[92],"several":[94],"intelligent":[95],"tutoring":[96],"systems.":[97],"key":[99],"component":[100],"such":[102],"systems":[103],"student":[106,112,120,138,168,188],"model":[107,121,125],"that":[108,133],"keeps":[109],"track":[110],"progress.":[113],"In":[114,151],"turn,":[115],"foundation":[117],"domain":[124,141,160],"\u2013":[126],"vocabulary":[128],"skills":[130],"(or":[131],"concepts)":[132],"structures":[134],"representation":[136],"knowledge.":[139],"Building":[140],"models":[142,161],"known":[146],"as":[147],"complicated":[149],"task.":[150],"this":[152,182],"paper":[153],"we":[154],"explore":[155],"automated":[156],"approaches":[157],"extracting":[159],"modeling":[167],"knowledge":[169],"process":[172],"solving":[174],"exercises.":[176],"We":[177],"evaluate":[178],"validity":[180],"approach":[183],"using":[184],"large":[185],"volume":[186],"code":[189],"submission":[190],"data":[191],"from":[192],"MOOC":[194],"on":[195],"introductory":[196],"Java":[197],"programming.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2016-06-24T00:00:00"}
