{"id":"https://openalex.org/W2342061046","doi":"https://doi.org/10.1145/2883851.2883935","title":"Data-driven proficiency profiling","display_name":"Data-driven proficiency profiling","publication_year":2016,"publication_date":"2016-04-22","ids":{"openalex":"https://openalex.org/W2342061046","doi":"https://doi.org/10.1145/2883851.2883935","mag":"2342061046"},"language":"en","primary_location":{"id":"doi:10.1145/2883851.2883935","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2883851.2883935","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2883851.2883935?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth International Conference on Learning Analytics & Knowledge","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/2883851.2883935?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033882984","display_name":"Behrooz Mostafavi","orcid":"https://orcid.org/0000-0003-2908-401X"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Behrooz Mostafavi","raw_affiliation_strings":["North Carolina State University, Raleigh, NC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083076004","display_name":"Tiffany Barnes","orcid":"https://orcid.org/0000-0002-6500-9976"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tiffany Barnes","raw_affiliation_strings":["North Carolina State University, Raleigh, NC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I137902535"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"324","last_page":"328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9987000226974487,"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/T11122","display_name":"Online Learning and Analytics","score":0.9987000226974487,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9807000160217285,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.979200005531311,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.7937271595001221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6031724214553833},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12042379379272461}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7937271595001221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6031724214553833},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12042379379272461}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2883851.2883935","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2883851.2883935","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2883851.2883935?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth International Conference on Learning Analytics & Knowledge","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2883851.2883935","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2883851.2883935","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2883851.2883935?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth International Conference on Learning Analytics & Knowledge","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G195510315","display_name":"CAREER: Educational Data Mining for Student Support in Interactive Learning Environments","funder_award_id":"0845997","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6933753902","display_name":"Educational Data Mining for Individualized Instruction in STEM Learning Environments","funder_award_id":"1432156","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2342061046.pdf","grobid_xml":"https://content.openalex.org/works/W2342061046.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W100369288","https://openalex.org/W1483702380","https://openalex.org/W1971228271","https://openalex.org/W1980313725","https://openalex.org/W1992324773","https://openalex.org/W2012265254","https://openalex.org/W2113032742","https://openalex.org/W2113183161","https://openalex.org/W2403970993"],"related_works":["https://openalex.org/W2348361596","https://openalex.org/W3018118667","https://openalex.org/W2167571567","https://openalex.org/W1602801198","https://openalex.org/W1607090722","https://openalex.org/W2521117258","https://openalex.org/W2327596978","https://openalex.org/W2352497206","https://openalex.org/W2998249817","https://openalex.org/W84201693"],"abstract_inverted_index":{"Data-driven":[0],"methods":[1,25],"have":[2,21,49],"previously":[3],"been":[4,22],"used":[5],"in":[6,84,99],"intelligent":[7],"tutoring":[8],"systems":[9],"to":[10,78,106],"improve":[11,98],"student":[12,17,67,75],"learning":[13,18],"outcomes":[14],"and":[15,28,87,104],"predict":[16],"methods.":[19],"We":[20],"incorporating":[23],"data-driven":[24,52],"for":[26],"feedback":[27],"problem":[29],"selection":[30],"into":[31,56],"Deep":[32,57],"Thought,":[33],"a":[34,60],"logic":[35,42],"tutor":[36,86],"where":[37],"students":[38,80],"practice":[39],"constructing":[40],"deductive":[41],"proofs.":[43],"In":[44],"this":[45],"latest":[46],"study":[47],"we":[48],"implemented":[50],"our":[51],"proficiency":[53,68],"profiler":[54],"(DDPP)":[55],"Thought":[58],"as":[59],"proof":[61,110],"of":[62,111],"concept.":[63,112],"The":[64,91],"DDPP":[65,96],"determines":[66],"without":[69],"expert":[70],"involvement":[71],"by":[72],"comparing":[73],"relevant":[74],"rule":[76],"scores":[77],"previous":[79],"who":[81],"behaved":[82],"similarly":[83],"the":[85,95],"successfully":[88],"completed":[89],"it.":[90],"results":[92],"show":[93],"that":[94],"did":[97],"performance":[100],"with":[101],"additional":[102],"data":[103],"proved":[105],"be":[107],"an":[108],"effective":[109]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}