{"id":"https://openalex.org/W3011741328","doi":"https://doi.org/10.1145/3375462.3375463","title":"Learning analytics challenges","display_name":"Learning analytics challenges","publication_year":2020,"publication_date":"2020-03-13","ids":{"openalex":"https://openalex.org/W3011741328","doi":"https://doi.org/10.1145/3375462.3375463","mag":"3011741328"},"language":"en","primary_location":{"id":"doi:10.1145/3375462.3375463","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375462.3375463","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/A5068639256","display_name":"Radek Pel\u00e1nek","orcid":"https://orcid.org/0000-0001-8877-4729"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Radek Pel\u00e1nek","raw_affiliation_strings":["Masaryk University, Brno, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5068639256"],"corresponding_institution_ids":["https://openalex.org/I21449261"],"apc_list":null,"apc_paid":null,"fwci":2.2934,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.89761719,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"554","last_page":"558"},"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9990000128746033,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9379000067710876,"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/learning-analytics","display_name":"Learning analytics","score":0.7545052170753479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7263987064361572},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6950166821479797},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6877782344818115},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6565088033676147},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6449906229972839},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.598345160484314},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.06823521852493286}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7545052170753479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7263987064361572},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6950166821479797},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6877782344818115},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6565088033676147},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6449906229972839},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.598345160484314},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.06823521852493286},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3375462.3375463","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375462.3375463","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W5590877","https://openalex.org/W105592555","https://openalex.org/W650350307","https://openalex.org/W1516061453","https://openalex.org/W1717368116","https://openalex.org/W2061212083","https://openalex.org/W2106779500","https://openalex.org/W2115486496","https://openalex.org/W2116817443","https://openalex.org/W2121605033","https://openalex.org/W2139891935","https://openalex.org/W2163117691","https://openalex.org/W2184722522","https://openalex.org/W2189162242","https://openalex.org/W2231051615","https://openalex.org/W2273188821","https://openalex.org/W2336314092","https://openalex.org/W2340952835","https://openalex.org/W2403755232","https://openalex.org/W2404474536","https://openalex.org/W2501520352","https://openalex.org/W2545577367","https://openalex.org/W2549443287","https://openalex.org/W2574518178","https://openalex.org/W2579758603","https://openalex.org/W2594096206","https://openalex.org/W2610800793","https://openalex.org/W2614883504","https://openalex.org/W2615786590","https://openalex.org/W2753373766","https://openalex.org/W2806578869","https://openalex.org/W2883452695","https://openalex.org/W2910577570","https://openalex.org/W2949214890","https://openalex.org/W2951819060","https://openalex.org/W2955609745","https://openalex.org/W2957191877","https://openalex.org/W2966848807","https://openalex.org/W2972510393","https://openalex.org/W3105114834"],"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/W2911048623","https://openalex.org/W4292348877"],"abstract_inverted_index":{"Ryan":[0],"Baker":[1],"presented":[2],"in":[3,76],"a":[4,8,32],"LAK":[5],"2019":[6],"keynote":[7],"list":[9],"of":[10,35,48,70,81,87],"six":[11],"grand":[12],"challenges":[13,19,69],"for":[14],"learning":[15,41,77],"analytics":[16,42],"research.":[17],"The":[18],"are":[20],"specified":[21],"as":[22],"problems":[23],"with":[24],"clearly":[25,56],"defined":[26],"success":[27],"criteria.":[28],"Education":[29],"is,":[30],"however,":[31],"domain":[33,51],"full":[34],"ill-defined":[36],"problems.":[37],"I":[38,65],"argue":[39],"that":[40],"research":[43],"should":[44],"reflect":[45],"this":[46,71],"nature":[47],"the":[49,79,85],"education":[50],"and":[52,84],"focus":[53],"on":[54],"less":[55],"defined,":[57],"but":[58],"practically":[59],"essential":[60],"issues.":[61],"As":[62],"an":[63],"illustration,":[64],"discuss":[66],"three":[67],"important":[68],"type:":[72],"addressing":[73],"inherent":[74],"trade-offs":[75],"environments,":[78],"clarification":[80],"methodological":[82],"issues,":[83],"scalability":[86],"system":[88],"development.":[89]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
