{"id":"https://openalex.org/W3012443583","doi":"https://doi.org/10.1145/3375462.3375526","title":"Towards skills-based curriculum analytics","display_name":"Towards skills-based curriculum analytics","publication_year":2020,"publication_date":"2020-03-13","ids":{"openalex":"https://openalex.org/W3012443583","doi":"https://doi.org/10.1145/3375462.3375526","mag":"3012443583"},"language":"en","primary_location":{"id":"doi:10.1145/3375462.3375526","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375462.3375526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth International Conference on Learning Analytics &amp; Knowledge","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5011523210","display_name":"Kirsty Kitto","orcid":"https://orcid.org/0000-0001-7642-7121"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kirsty Kitto","raw_affiliation_strings":["University of Technology Sydney, Sydney, NSW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084336105","display_name":"Nikhil Sarathy","orcid":null},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nikhil Sarathy","raw_affiliation_strings":["University of Technology Sydney, Sydney, NSW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049459853","display_name":"Aleksandr Gromov","orcid":null},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Aleksandr Gromov","raw_affiliation_strings":["University of Technology Sydney, Sydney, NSW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100347838","display_name":"Ming Liu","orcid":"https://orcid.org/0000-0003-4256-6531"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ming Liu","raw_affiliation_strings":["University of Technology Sydney, Sydney, NSW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051832847","display_name":"Katarzyna Musia\u0142","orcid":"https://orcid.org/0000-0001-6038-7647"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Katarzyna Musial","raw_affiliation_strings":["University of Technology Sydney, Sydney, NSW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057774051","display_name":"Simon Buckingham Shum","orcid":"https://orcid.org/0000-0002-6334-7429"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Simon Buckingham Shum","raw_affiliation_strings":["University of Technology Sydney, Sydney, NSW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7603,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.87873001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"171","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9972000122070312,"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/T10028","display_name":"Topic Modeling","score":0.9972000122070312,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9972000122070312,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9843999743461609,"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/computer-science","display_name":"Computer science","score":0.6917839050292969},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.6669362783432007},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5901027917861938},{"id":"https://openalex.org/keywords/listing","display_name":"Listing (finance)","score":0.559853196144104},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.545500636100769},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5451875925064087},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5449846982955933},{"id":"https://openalex.org/keywords/lifelong-learning","display_name":"Lifelong learning","score":0.47584009170532227},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4449053108692169},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.4313991367816925},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.42114585638046265},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25225287675857544},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.12525689601898193},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12250196933746338},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09664243459701538},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07600462436676025}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6917839050292969},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.6669362783432007},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5901027917861938},{"id":"https://openalex.org/C2779820595","wikidata":"https://www.wikidata.org/wiki/Q798505","display_name":"Listing (finance)","level":2,"score":0.559853196144104},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.545500636100769},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5451875925064087},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5449846982955933},{"id":"https://openalex.org/C108771440","wikidata":"https://www.wikidata.org/wiki/Q368475","display_name":"Lifelong learning","level":2,"score":0.47584009170532227},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4449053108692169},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.4313991367816925},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.42114585638046265},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25225287675857544},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.12525689601898193},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12250196933746338},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09664243459701538},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07600462436676025},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3375462.3375526","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375462.3375526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth International Conference on Learning Analytics &amp; Knowledge","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W583714170","https://openalex.org/W1525391233","https://openalex.org/W1525595230","https://openalex.org/W1566018662","https://openalex.org/W1579690747","https://openalex.org/W1600066036","https://openalex.org/W1603598191","https://openalex.org/W1931264782","https://openalex.org/W1951269370","https://openalex.org/W1967631982","https://openalex.org/W1969486090","https://openalex.org/W1972028996","https://openalex.org/W1978225408","https://openalex.org/W1989085221","https://openalex.org/W2039140196","https://openalex.org/W2050515476","https://openalex.org/W2078679261","https://openalex.org/W2081580037","https://openalex.org/W2115364413","https://openalex.org/W2123107811","https://openalex.org/W2128886782","https://openalex.org/W2129206953","https://openalex.org/W2130697544","https://openalex.org/W2144414481","https://openalex.org/W2146373740","https://openalex.org/W2185717988","https://openalex.org/W2588220282","https://openalex.org/W2600875145","https://openalex.org/W2605961645","https://openalex.org/W2767277120","https://openalex.org/W2790841406","https://openalex.org/W2808112872","https://openalex.org/W2907171927","https://openalex.org/W2936070369","https://openalex.org/W2949989881","https://openalex.org/W2963833981","https://openalex.org/W2968914873","https://openalex.org/W2970213938","https://openalex.org/W2979506521","https://openalex.org/W4242142090"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W4225313275","https://openalex.org/W3097749327"],"abstract_inverted_index":{"In":[0],"an":[1],"era":[2],"that":[3,111,115],"will":[4,13,31],"increasingly":[5],"depend":[6],"upon":[7],"lifelong":[8],"learning,":[9],"the":[10,17,42,48,59,69,109],"LA":[11],"community":[12],"need":[14],"to":[15,34,40,80,96,106],"facilitate":[16,58,97],"movement":[18],"and":[19,23,27,39,54,77,99],"sharing":[20],"of":[21,50,61,72,108],"data":[22],"information":[24],"across":[25],"institutional":[26],"geographic":[28],"boundaries.":[29],"This":[30],"help":[32],"us":[33],"recognise":[35],"prior":[36],"learning":[37],"(RPL)":[38],"personalise":[41],"learner":[43],"experience.":[44],"Here,":[45],"we":[46,93,116],"explore":[47,68],"utility":[49,71],"skills-based":[51],"curriculum":[52],"analytics":[53],"how":[55],"it":[56],"might":[57],"process":[60],"awarding":[62],"RPL":[63,98],"between":[64,82],"two":[65,87,91],"institutions.":[66],"We":[67,103],"potential":[70],"combining":[73],"natural":[74],"language":[75],"processing":[76],"skills":[78],"taxonomies":[79],"map":[81],"subject":[83],"descriptions":[84],"for":[85,119],"these":[86],"different":[88],"institutions,":[89],"presenting":[90],"algorithms":[92],"have":[94],"developed":[95],"evaluating":[100],"their":[101],"performance.":[102],"draw":[104],"attention":[105],"some":[107],"issues":[110],"arise,":[112],"listing":[113],"areas":[114],"consider":[117],"ripe":[118],"future":[120],"work":[121],"in":[122],"a":[123],"surprisingly":[124],"underexplored":[125],"area.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
