{"id":"https://openalex.org/W2806001633","doi":null,"title":"Clustering Students in ASSISTments: Exploring System- and School-Level Traits to Advance Personalization.","display_name":"Clustering Students in ASSISTments: Exploring System- and School-Level Traits to Advance Personalization.","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2806001633","mag":"2806001633"},"language":"en","primary_location":{"id":"mag:2806001633","doi":null,"is_oa":false,"landing_page_url":"http://educationaldatamining.org/EDM2017/proc_files/papers/paper_38.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},"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/A5004599746","display_name":"Seth Adjei","orcid":"https://orcid.org/0000-0002-2445-597X","observed_orcids":["https://orcid.org/0000-0002-2445-597X"]},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seth Adjei","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, United States","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022218614","display_name":"Korinn Ostrow","orcid":"https://orcid.org/0000-0001-7149-1802","observed_orcids":["https://orcid.org/0000-0001-7149-1802"]},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Korinn Ostrow","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, United States"],"raw_orcid":"https://orcid.org/0000-0001-7149-1802","affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, United States","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090725556","display_name":"Erik Erickson","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erik Erickson","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5078998782","display_name":"Neil Thomas Heffernan","orcid":"https://orcid.org/0000-0002-3280-288X","observed_orcids":["https://orcid.org/0000-0002-3280-288X"]},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neil T. Heffernan","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, United States","institution_ids":["https://openalex.org/I107077323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7214,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74149545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"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":0.5092999935150146,"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":0.5092999935150146,"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":0.483599990606308,"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/T13405","display_name":"Educational Assessment and Improvement","score":0.0006000000284984708,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/student-clustering","display_name":"student clustering","score":0.9110000133514404},{"id":"https://openalex.org/keywords/assistments","display_name":"ASSISTments","score":0.9679999947547913},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.7509999871253967},{"id":"https://openalex.org/keywords/adaptive-learning-systems","display_name":"adaptive learning systems","score":0.652999997138977}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7737588882446289},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7217863202095032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6059973835945129},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2400442361831665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2156316041946411}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2806001633","doi":null,"is_oa":false,"landing_page_url":"http://educationaldatamining.org/EDM2017/proc_files/papers/paper_38.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":null,"sustainable_development_goals":[{"score":0.9235000014305115,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1498923548","https://openalex.org/W1596401170","https://openalex.org/W1995864528","https://openalex.org/W2113716368","https://openalex.org/W2150341604"],"related_works":["https://openalex.org/W2966553039","https://openalex.org/W2405649510","https://openalex.org/W7056137198","https://openalex.org/W2885800783","https://openalex.org/W2764220084","https://openalex.org/W2805544622","https://openalex.org/W2577004519","https://openalex.org/W42132612","https://openalex.org/W2807531285","https://openalex.org/W2806779405"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2018-06-13T00:00:00"}
