{"id":"https://openalex.org/W1971676282","doi":"https://doi.org/10.1145/2567574.2567589","title":"Customized course advising","display_name":"Customized course advising","publication_year":2014,"publication_date":"2014-03-24","ids":{"openalex":"https://openalex.org/W1971676282","doi":"https://doi.org/10.1145/2567574.2567589","mag":"1971676282"},"language":"en","primary_location":{"id":"doi:10.1145/2567574.2567589","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567574.2567589","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth International Conference on Learning Analytics And Knowledge","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/2027.42/110782","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039590686","display_name":"Sungjin Nam","orcid":"https://orcid.org/0000-0002-1893-4878"},"institutions":[{"id":"https://openalex.org/I199037182","display_name":"Washtenaw Community College","ror":"https://ror.org/03k77wm53","country_code":"US","type":"education","lineage":["https://openalex.org/I199037182"]},{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"SungJin Nam","raw_affiliation_strings":["University of Michigan, Washtenaw, Ann Arbor, MI","University of Michigan, Washtenaw, Ann Arbor, MI#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Washtenaw, Ann Arbor, MI","institution_ids":["https://openalex.org/I199037182","https://openalex.org/I27837315"]},{"raw_affiliation_string":"University of Michigan, Washtenaw, Ann Arbor, MI#TAB#","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003744758","display_name":"Steven Lonn","orcid":"https://orcid.org/0000-0001-9930-3383"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven Lonn","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005557212","display_name":"Thomas G. Brown","orcid":"https://orcid.org/0000-0001-5654-702X"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Brown","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111641775","display_name":"Cinda-Sue Davis","orcid":null},"institutions":[{"id":"https://openalex.org/I199037182","display_name":"Washtenaw Community College","ror":"https://ror.org/03k77wm53","country_code":"US","type":"education","lineage":["https://openalex.org/I199037182"]},{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cinda-Sue Davis","raw_affiliation_strings":["University of Michigan, Washtenaw, Ann Arbor, MI","University of Michigan, Washtenaw, Ann Arbor, MI#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Washtenaw, Ann Arbor, MI","institution_ids":["https://openalex.org/I199037182","https://openalex.org/I27837315"]},{"raw_affiliation_string":"University of Michigan, Washtenaw, Ann Arbor, MI#TAB#","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109932403","display_name":"Darryl Koch","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Darryl Koch","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3295,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.90063033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"16","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"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":0.9994999766349792,"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/T14079","display_name":"Mathematics Education and Programs","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10267","display_name":"Higher Education Research Studies","score":0.9754999876022339,"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/term","display_name":"Term (time)","score":0.6562466025352478},{"id":"https://openalex.org/keywords/academic-advising","display_name":"Academic advising","score":0.6507967710494995},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.5680851936340332},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5476351380348206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5361616015434265},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.49569547176361084},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.47799602150917053},{"id":"https://openalex.org/keywords/graduate-students","display_name":"Graduate students","score":0.4216662645339966},{"id":"https://openalex.org/keywords/online-course","display_name":"Online course","score":0.41306808590888977},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3734372556209564},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.3657039999961853},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1465168595314026},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1455272138118744},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11844602227210999},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.06801450252532959}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6562466025352478},{"id":"https://openalex.org/C2776509339","wikidata":"https://www.wikidata.org/wiki/Q4671161","display_name":"Academic advising","level":3,"score":0.6507967710494995},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.5680851936340332},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5476351380348206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5361616015434265},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.49569547176361084},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.47799602150917053},{"id":"https://openalex.org/C3020528894","wikidata":"https://www.wikidata.org/wiki/Q20820271","display_name":"Graduate students","level":2,"score":0.4216662645339966},{"id":"https://openalex.org/C2986081426","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Online course","level":2,"score":0.41306808590888977},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3734372556209564},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.3657039999961853},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1465168595314026},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1455272138118744},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11844602227210999},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.06801450252532959},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2567574.2567589","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567574.2567589","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth International Conference on Learning Analytics And Knowledge","raw_type":"proceedings-article"},{"id":"pmh:oai:deepblue.lib.umich.edu:2027.42/110782","is_oa":true,"landing_page_url":"https://hdl.handle.net/2027.42/110782","pdf_url":null,"source":{"id":"https://openalex.org/S4306400393","display_name":"Deep Blue (University of Michigan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I27837315","host_organization_name":"University of Michigan","host_organization_lineage":["https://openalex.org/I27837315"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:deepblue.lib.umich.edu:2027.42/110782","is_oa":true,"landing_page_url":"https://hdl.handle.net/2027.42/110782","pdf_url":null,"source":{"id":"https://openalex.org/S4306400393","display_name":"Deep Blue (University of Michigan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I27837315","host_organization_name":"University of Michigan","host_organization_lineage":["https://openalex.org/I27837315"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.800000011920929,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309652","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W60972571","https://openalex.org/W150545239","https://openalex.org/W1538465605","https://openalex.org/W1968295086","https://openalex.org/W1993113460","https://openalex.org/W2002505110","https://openalex.org/W2034371213","https://openalex.org/W2071097428","https://openalex.org/W2084005400","https://openalex.org/W2095742734"],"related_works":["https://openalex.org/W2588045479","https://openalex.org/W1997403471","https://openalex.org/W2365849016","https://openalex.org/W2367197844","https://openalex.org/W2908495522","https://openalex.org/W2756743694","https://openalex.org/W4365396362","https://openalex.org/W4235124007","https://openalex.org/W2972109788","https://openalex.org/W4248293463"],"abstract_inverted_index":{"Every":[0],"college":[1],"student":[2],"registers":[3],"for":[4,31,75],"courses":[5,16],"from":[6,36],"a":[7],"catalog":[8],"of":[9,46,61,129],"numerous":[10],"offerings":[11],"each":[12,28],"term.":[13],"Selecting":[14],"the":[15,37,44,62,70,113],"in":[17,22],"which":[18],"to":[19,42,68,93,111],"enroll,":[20],"and":[21,84,88,103,131],"what":[23],"combinations,":[24],"can":[25,107],"dramatically":[26],"impact":[27],"student's":[29],"chances":[30],"academic":[32,115,133],"success.":[33,134],"Taking":[34],"inspiration":[35],"STEM":[38],"Academy,":[39],"we":[40,119],"wanted":[41],"identify":[43],"characteristics":[45,83],"engineering":[47,77],"students":[48,78],"who":[49],"graduate":[50],"with":[51],"3.0":[52],"or":[53],"above":[54],"grade":[55],"point":[56],"average.":[57],"The":[58],"overall":[59,132],"goal":[60],"Customized":[63],"Course":[64],"Advising":[65],"project":[66],"is":[67],"determine":[69],"optimal":[71],"term-by-term":[72],"course":[73,86],"selections":[74],"all":[76],"based":[79],"on":[80],"their":[81],"incoming":[82],"previous":[85],"history":[87],"performance,":[89],"paying":[90],"particular":[91],"attention":[92],"concurrent":[94,123],"enrollment.":[95],"We":[96],"found":[97,120],"that":[98,121],"ACT":[99],"Math,":[100,102],"SAT":[101],"Advanced":[104],"Placement":[105],"exam":[106],"be":[108],"effective":[109],"measures":[110],"measure":[112],"students'":[114],"preparation":[116],"level.":[117],"Also,":[118],"some":[122],"course-enrollment":[124],"patterns":[125],"are":[126],"highly":[127],"predictive":[128],"first-term":[130]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
