{"id":"https://openalex.org/W2039900324","doi":"https://doi.org/10.1145/2723576.2723635","title":"Analysing reflective text for learning analytics","display_name":"Analysing reflective text for learning analytics","publication_year":2015,"publication_date":"2015-03-16","ids":{"openalex":"https://openalex.org/W2039900324","doi":"https://doi.org/10.1145/2723576.2723635","mag":"2039900324"},"language":"en","primary_location":{"id":"doi:10.1145/2723576.2723635","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2723576.2723635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth International Conference on Learning Analytics And Knowledge","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.qut.edu.au/81674/1/lak15-gibson_kitto-short-1501submit.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021416986","display_name":"Andrew Gibson","orcid":"https://orcid.org/0000-0003-4619-6515"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrew Gibson","raw_affiliation_strings":["Queensland University of Technology, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011523210","display_name":"Kirsty Kitto","orcid":"https://orcid.org/0000-0001-7642-7121"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kirsty Kitto","raw_affiliation_strings":["Queensland University of Technology, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I160993911"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"275","last_page":"279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9947999715805054,"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":0.9921000003814697,"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":0.6857883334159851},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6636931896209717},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6595274209976196},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6584438681602478},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6220390200614929},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5369169116020203},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5309866070747375},{"id":"https://openalex.org/keywords/reflective-practice","display_name":"Reflective practice","score":0.43134605884552},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2866237759590149},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.0927702784538269},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08078444004058838}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6857883334159851},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6636931896209717},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6595274209976196},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6584438681602478},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6220390200614929},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5369169116020203},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5309866070747375},{"id":"https://openalex.org/C132413290","wikidata":"https://www.wikidata.org/wiki/Q7307322","display_name":"Reflective practice","level":2,"score":0.43134605884552},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2866237759590149},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0927702784538269},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08078444004058838},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2723576.2723635","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2723576.2723635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth International Conference on Learning Analytics And Knowledge","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.qut.edu.au:81674","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/81674/1/lak15-gibson_kitto-short-1501submit.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Fifth International Conference on Learning Analytics and Knowledge","raw_type":"Chapter in Book, Report or Conference volume"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/120379","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/120379","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":{"id":"pmh:oai:eprints.qut.edu.au:81674","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/81674/1/lak15-gibson_kitto-short-1501submit.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Fifth International Conference on Learning Analytics and Knowledge","raw_type":"Chapter in Book, Report or Conference volume"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8799999952316284,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2039900324.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1490586407","https://openalex.org/W1495226832","https://openalex.org/W1880262756","https://openalex.org/W1965555277","https://openalex.org/W1981159181","https://openalex.org/W2017776089","https://openalex.org/W2024722430","https://openalex.org/W2065388710","https://openalex.org/W2130598194","https://openalex.org/W2154173674","https://openalex.org/W2166792455","https://openalex.org/W2170694982","https://openalex.org/W2174706414","https://openalex.org/W2602024037","https://openalex.org/W2760669695","https://openalex.org/W2765992484","https://openalex.org/W4205184193"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2768832457","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W605203981","https://openalex.org/W2560130217","https://openalex.org/W2911048623"],"abstract_inverted_index":{"Reflective":[0],"writing":[1],"is":[2,17],"an":[3,67],"important":[4],"learning":[5],"task":[6],"to":[7,24],"help":[8],"foster":[9],"reflective":[10,50],"practice,":[11],"but":[12],"even":[13],"when":[14],"assessed":[15],"it":[16],"rarely":[18],"analysed":[19],"or":[20],"critically":[21],"reviewed":[22],"due":[23],"its":[25],"subjective":[26,36],"and":[27,37,44,61],"affective":[28,38],"nature.":[29],"We":[30,52],"propose":[31],"a":[32],"process":[33,71],"for":[34,66,72],"capturing":[35],"analytics":[39],"based":[40],"on":[41],"the":[42,59,64],"identification":[43],"recontextualisation":[45],"of":[46,58],"anomalous":[47],"features":[48],"within":[49],"text.":[51],"evaluate":[53],"2":[54],"human":[55],"supervised":[56],"trials":[57],"process,":[60],"so":[62],"demonstrate":[63],"potential":[65],"automated":[68],"Anomaly":[69],"Recontextualisation":[70],"Learning":[73],"Analytics.":[74]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}