{"id":"https://openalex.org/W2339800221","doi":"https://doi.org/10.1145/2883851.2883955","title":"Reflecting on reflective writing analytics","display_name":"Reflecting on reflective writing analytics","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2339800221","doi":"https://doi.org/10.1145/2883851.2883955","mag":"2339800221"},"language":"en","primary_location":{"id":"doi:10.1145/2883851.2883955","doi":"https://doi.org/10.1145/2883851.2883955","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2883851.2883955","pdf_url":null,"source":{"id":"https://openalex.org/S7407086742","display_name":"International Conference on Learning Analytics and Knowledge (LAK)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth International Conference on Learning Analytics & Knowledge - LAK '16","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5057774051","display_name":"Simon Buckingham Shum","orcid":"https://orcid.org/0000-0002-6334-7429","observed_orcids":["https://orcid.org/0000-0002-6334-7429"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simon Buckingham Shum","raw_affiliation_strings":["Connected Intelligence Centre"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Connected Intelligence Centre","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"\u00c1gnes S\u00e1ndor","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u00c1gnes S\u00e1ndor","raw_affiliation_strings":["Xerox Research Centre Europe, Meylan, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xerox Research Centre Europe, Meylan, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078163878","display_name":"Rosalie Goldsmith","orcid":"https://orcid.org/0000-0003-3546-8052","observed_orcids":["https://orcid.org/0000-0003-3546-8052"]},"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":"Rosalie Goldsmith","raw_affiliation_strings":["University of Technology Sydney, Broadway, Ultimo, Aus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Broadway, Ultimo, Aus","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424254","display_name":"Xiaolong Wang","orcid":"https://orcid.org/0000-0001-9003-4252","observed_orcids":["https://orcid.org/0000-0001-9003-4252","https://orcid.org/0009-0003-1437-6906"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaolong Wang","raw_affiliation_strings":["Connected Intelligence Centre"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Connected Intelligence Centre","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086260641","display_name":"Randall V. Bass","orcid":"https://orcid.org/0000-0003-0482-4595","observed_orcids":["https://orcid.org/0000-0003-0482-4595"]},"institutions":[{"id":"https://openalex.org/I184565670","display_name":"Georgetown University","ror":"https://ror.org/05vzafd60","country_code":"US","type":"education","lineage":["https://openalex.org/I184565670"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Randall Bass","raw_affiliation_strings":["Georgetown University, Washington D.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgetown University, Washington D.C","institution_ids":["https://openalex.org/I184565670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064125551","display_name":"Mindy McWilliams","orcid":"https://orcid.org/0000-0002-0728-2587","observed_orcids":["https://orcid.org/0000-0002-0728-2587"]},"institutions":[{"id":"https://openalex.org/I184565670","display_name":"Georgetown University","ror":"https://ror.org/05vzafd60","country_code":"US","type":"education","lineage":["https://openalex.org/I184565670"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mindy McWilliams","raw_affiliation_strings":["Georgetown University, Washington D.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgetown University, Washington D.C","institution_ids":["https://openalex.org/I184565670"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":53.8013,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.99894716,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12500","display_name":"Reflective Practices in Education","score":0.45559999346733093,"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"}},"topics":[{"id":"https://openalex.org/T12500","display_name":"Reflective Practices in Education","score":0.45559999346733093,"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"}},{"id":"https://openalex.org/T10959","display_name":"Student Assessment and Feedback","score":0.23010000586509705,"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"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.12460000067949295,"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/reflective-writing","display_name":"reflective writing","score":0.9940000176429749},{"id":"https://openalex.org/keywords/writing-analytics","display_name":"writing analytics","score":0.9750000238418579},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"natural language processing","score":0.718999981880188},{"id":"https://openalex.org/keywords/formative-feedback","display_name":"formative feedback","score":0.718999981880188},{"id":"https://openalex.org/keywords/automated-assessment","display_name":"automated assessment","score":0.5},{"id":"https://openalex.org/keywords/rubrics","display_name":"rubrics","score":0.5730000138282776},{"id":"https://openalex.org/keywords/rhetorical-patterns","display_name":"rhetorical patterns","score":0.9829999804496765},{"id":"https://openalex.org/keywords/web-application","display_name":"web application","score":0.48500001430511475},{"id":"https://openalex.org/keywords/experiential-learning","display_name":"experiential learning","score":0.7609999775886536},{"id":"https://openalex.org/keywords/reflective-practice","display_name":"reflective practice","score":0.7760000228881836},{"id":"https://openalex.org/keywords/professional-identity","display_name":"professional identity","score":0.5649999976158142},{"id":"https://openalex.org/keywords/lifelong-learning","display_name":"lifelong learning","score":0.8550000190734863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7621982097625732},{"id":"https://openalex.org/C111640148","wikidata":"https://www.wikidata.org/wiki/Q847349","display_name":"Rubric","level":2,"score":0.7265622615814209},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.690027117729187},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5998777747154236},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5284965634346008},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.5150213241577148},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.508513331413269},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4570363759994507},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3121342658996582},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.193812757730484},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14419496059417725},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2883851.2883955","doi":"https://doi.org/10.1145/2883851.2883955","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2883851.2883955","pdf_url":null,"source":{"id":"https://openalex.org/S7407086742","display_name":"International Conference on Learning Analytics and Knowledge (LAK)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth International Conference on Learning Analytics & Knowledge - LAK '16","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/46275","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/46275","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,"listed_in":[],"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":null,"sustainable_development_goals":[{"score":0.8278999924659729,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2805907","https://openalex.org/W27341848","https://openalex.org/W1487668832","https://openalex.org/W1533746441","https://openalex.org/W1552819150","https://openalex.org/W1773329089","https://openalex.org/W1969241724","https://openalex.org/W1972725578","https://openalex.org/W1983491013","https://openalex.org/W1996768886","https://openalex.org/W2019241522","https://openalex.org/W2019600690","https://openalex.org/W2039900324","https://openalex.org/W2062554850","https://openalex.org/W2069263150","https://openalex.org/W2083352046","https://openalex.org/W2084986578","https://openalex.org/W2108707473","https://openalex.org/W2122120648","https://openalex.org/W2164358929","https://openalex.org/W2190853655","https://openalex.org/W4232909505","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W7033454948","https://openalex.org/W2595522556","https://openalex.org/W2592147208","https://openalex.org/W4205584166","https://openalex.org/W3114659403","https://openalex.org/W2594018861","https://openalex.org/W2957104100","https://openalex.org/W2039900324","https://openalex.org/W2791401923","https://openalex.org/W2911994647"],"abstract_inverted_index":{"When":[0],"used":[1],"effectively,":[2],"reflective":[3,41,52,159],"writing":[4,30,53,107,160],"tasks":[5],"can":[6],"deepen":[7],"learners'":[8],"understanding":[9],"of":[10,48,91],"key":[11],"concepts,":[12],"help":[13,87],"them":[14],"critically":[15],"appraise":[16],"their":[17],"developing":[18,44],"professional":[19],"identity,":[20],"and":[21,43,64,164],"build":[22],"qualities":[23],"for":[24,55,79],"lifelong":[25],"learning.":[26],"As":[27],"such,":[28],"reflecting":[29],"is":[31,54],"attracting":[32],"substantial":[33],"interest":[34],"from":[35,145],"universities":[36],"concerned":[37],"with":[38],"experiential":[39],"learning,":[40],"practice,":[42],"a":[45,58,76,106,124,128],"holistic":[46],"conception":[47],"the":[49,89,111,146,155,167,177],"learner.":[50],"However,":[51],"many":[56],"students":[57],"novel":[59,129],"genre":[60],"to":[61,148,175,179],"compose":[62],"in,":[63],"tutors":[65],"may":[66,85],"be":[67],"inexperienced":[68],"in":[69,104],"its":[70,180],"assessment.":[71],"While":[72],"these":[73],"conditions":[74],"set":[75],"challenging":[77],"context":[78],"automated":[80],"solutions,":[81],"natural":[82],"language":[83],"processing":[84],"also":[86],"address":[88],"challenge":[90],"providing":[92],"real":[93],"time,":[94],"formative":[95],"feedback":[96],"on":[97,138,166],"draft":[98],"writing.":[99],"This":[100,132],"paper":[101],"reports":[102],"progress":[103],"designing":[105],"analytics":[108],"application,":[109],"detailing":[110],"methodology":[112],"by":[113,127,153],"which":[114],"informally":[115],"expressed":[116],"rubrics":[117],"are":[118],"modelled":[119],"as":[120],"formal":[121],"rhetorical":[122],"patterns,":[123],"capability":[125],"delivered":[126],"web":[130],"application.":[131],"has":[133,161],"been":[134],"through":[135],"iterative":[136],"evaluation":[137],"an":[139],"independently":[140],"human-annotated":[141],"corpus,":[142],"showing":[143],"improvements":[144],"first":[147],"second":[149],"version.":[150],"We":[151],"conclude":[152],"discussing":[154],"reasons":[156],"why":[157],"classifying":[158],"proven":[162],"complex,":[163],"reflect":[165],"design":[168],"processes":[169],"enabling":[170],"work":[171],"across":[172],"disciplinary":[173],"boundaries":[174],"develop":[176],"prototype":[178],"current":[181],"state.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}