{"id":"https://openalex.org/W2916615285","doi":"https://doi.org/10.1145/3303772.3303785","title":"Contextualizable Learning Analytics Design","display_name":"Contextualizable Learning Analytics Design","publication_year":2019,"publication_date":"2019-02-25","ids":{"openalex":"https://openalex.org/W2916615285","doi":"https://doi.org/10.1145/3303772.3303785","mag":"2916615285"},"language":"en","primary_location":{"id":"doi:10.1145/3303772.3303785","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3303772.3303785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Learning Analytics &amp; Knowledge","raw_type":"proceedings-article"},"type":"conference-paper","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/A5033447472","display_name":"Antonette Shibani","orcid":"https://orcid.org/0000-0003-4619-8684"},"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":"Antonette Shibani","raw_affiliation_strings":["University of Technology Sydney, Sydney NSW Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney NSW Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090694114","display_name":"Simon Knight","orcid":"https://orcid.org/0000-0002-8709-5780"},"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 Knight","raw_affiliation_strings":["University of Technology Sydney, Sydney NSW Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney NSW Australia","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 Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney NSW Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"210","last_page":"219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9767000079154968,"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/learning-analytics","display_name":"Learning analytics","score":0.899988055229187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.742275595664978},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7260051965713501},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5826341509819031},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.577238917350769},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5250204205513},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.47783756256103516},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3912580609321594},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3250701427459717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2813878655433655},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.19894695281982422}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.899988055229187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.742275595664978},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7260051965713501},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5826341509819031},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.577238917350769},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5250204205513},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.47783756256103516},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3912580609321594},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3250701427459717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2813878655433655},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.19894695281982422},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C167379230","wikidata":"https://www.wikidata.org/wiki/Q1026884","display_name":"Semantic Web Stack","level":3,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3303772.3303785","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3303772.3303785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Learning Analytics &amp; Knowledge","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W73056518","https://openalex.org/W154221640","https://openalex.org/W1502638485","https://openalex.org/W1529223212","https://openalex.org/W1536444289","https://openalex.org/W1555390787","https://openalex.org/W1773329089","https://openalex.org/W1826038875","https://openalex.org/W1926863767","https://openalex.org/W1954968711","https://openalex.org/W1967747674","https://openalex.org/W1982464953","https://openalex.org/W2078251144","https://openalex.org/W2106695994","https://openalex.org/W2147557780","https://openalex.org/W2159195286","https://openalex.org/W2225519499","https://openalex.org/W2238759989","https://openalex.org/W2285226729","https://openalex.org/W2320732612","https://openalex.org/W2337673314","https://openalex.org/W2340507899","https://openalex.org/W2341162996","https://openalex.org/W2506452353","https://openalex.org/W2547049206","https://openalex.org/W2587939476","https://openalex.org/W2590973362","https://openalex.org/W2612992743","https://openalex.org/W2614182515","https://openalex.org/W2744982537","https://openalex.org/W2752806317","https://openalex.org/W2759246314","https://openalex.org/W2766654814","https://openalex.org/W2793174574","https://openalex.org/W2890544186","https://openalex.org/W2900403660","https://openalex.org/W2902504734","https://openalex.org/W2906169394","https://openalex.org/W2944639008","https://openalex.org/W2973386813","https://openalex.org/W3164437383","https://openalex.org/W4253637255","https://openalex.org/W6633241160"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W4328126630","https://openalex.org/W2799586942","https://openalex.org/W4294350028","https://openalex.org/W2788568090"],"abstract_inverted_index":{"A":[0],"major":[1],"promise":[2],"of":[3,11,14,85,109],"learning":[4,22,36,51,70,102,122,155],"analytics":[5,52,103,115,156],"is":[6,38],"that":[7,97],"through":[8],"the":[9,31,35,69,83,110,118,125,133,137,146],"collection":[10],"large":[12],"amounts":[13],"data":[15],"we":[16],"can":[17,151],"derive":[18],"insights":[19],"from":[20,159],"authentic":[21],"environments,":[23],"and":[24,68,89,121,136],"impact":[25,44],"many":[26],"learners":[27],"at":[28],"scale.":[29],"However,":[30],"context":[32,135],"in":[33,140],"which":[34],"occurs":[37],"important":[39],"for":[40,49,132,154,166],"educational":[41],"innovations":[42],"to":[43,57,62,78,99,157,162],"student":[45],"learning.":[46,168],"In":[47],"particular,":[48],"student-facing":[50,101],"systems":[53],"like":[54],"feedback":[55,120,128],"tools":[56],"work":[58],"effectively,":[59],"they":[60],"have":[61],"be":[63,152],"integrated":[64],"with":[65,145],"pedagogical":[66,134],"approaches":[67],"design.":[71],"This":[72],"paper":[73],"proposes":[74],"a":[75,80,113],"conceptual":[76],"model":[77,111,150],"strike":[79],"balance":[81],"between":[82],"concepts":[84],"generalizable":[86],"scalable":[87],"support":[88,92,161,165],"contextualized":[90,164],"specific":[91],"by":[93,142],"clarifying":[94],"key":[95],"elements":[96],"help":[98],"contextualize":[100],"tools.":[104],"We":[105],"demonstrate":[106],"an":[107],"implementation":[108],"using":[112],"writing":[114,127],"example,":[116],"where":[117],"features,":[119],"activities":[123],"around":[124],"automated":[126],"tool":[129],"are":[130],"tuned":[131],"assessment":[138],"regime":[139],"hand,":[141],"co-designing":[143],"them":[144],"subject":[147],"experts.":[148],"The":[149],"employed":[153],"move":[158],"generalized":[160],"meaningful":[163],"enhancing":[167]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
