{"id":"https://openalex.org/W2917651062","doi":"https://doi.org/10.1145/3303772.3303816","title":"Topic Development to Support Revision Feedback","display_name":"Topic Development to Support Revision Feedback","publication_year":2019,"publication_date":"2019-02-25","ids":{"openalex":"https://openalex.org/W2917651062","doi":"https://doi.org/10.1145/3303772.3303816","mag":"2917651062"},"language":"en","primary_location":{"id":"doi:10.1145/3303772.3303816","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3303772.3303816","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":"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/A5047594686","display_name":"Jovita Vytasek","orcid":null},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jovita M. Vytasek","raw_affiliation_strings":["Simon Fraser University, Burnaby, B.C., Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078562291","display_name":"Alexandra Patzak","orcid":"https://orcid.org/0000-0002-6043-9029"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alexandra Patzak","raw_affiliation_strings":["Simon Fraser University, Burnaby, B.C., Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069400021","display_name":"Philip H. Winne","orcid":"https://orcid.org/0000-0001-5133-7525"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Philip H. Winne","raw_affiliation_strings":["Simon Fraser University, Burnaby, B.C., Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047594686"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":null,"apc_paid":null,"fwci":0.42,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69439287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"220","last_page":"224"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9976000189781189,"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":0.9976000189781189,"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":0.9728999733924866,"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/T10366","display_name":"Discourse Analysis in Language Studies","score":0.9437999725341797,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/paragraph","display_name":"Paragraph","score":0.9601020216941833},{"id":"https://openalex.org/keywords/clarity","display_name":"CLARITY","score":0.8566166162490845},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6887543201446533},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.6747214794158936},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.47384458780288696},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.4518336057662964},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.363007128238678},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.25569090247154236},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24054577946662903}],"concepts":[{"id":"https://openalex.org/C2777206241","wikidata":"https://www.wikidata.org/wiki/Q194431","display_name":"Paragraph","level":2,"score":0.9601020216941833},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.8566166162490845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6887543201446533},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.6747214794158936},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.47384458780288696},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.4518336057662964},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.363007128238678},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25569090247154236},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24054577946662903},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3303772.3303816","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3303772.3303816","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":0.8899999856948853,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W96187993","https://openalex.org/W180375155","https://openalex.org/W327732368","https://openalex.org/W1183771717","https://openalex.org/W1487668832","https://openalex.org/W1495088837","https://openalex.org/W1503721325","https://openalex.org/W1507514160","https://openalex.org/W1753361524","https://openalex.org/W1880262756","https://openalex.org/W1989619037","https://openalex.org/W2036360892","https://openalex.org/W2039900324","https://openalex.org/W2106444380","https://openalex.org/W2117373054","https://openalex.org/W2129178777","https://openalex.org/W2142122858","https://openalex.org/W2145472722","https://openalex.org/W2164483209","https://openalex.org/W2257220743","https://openalex.org/W2294222601","https://openalex.org/W2339800221","https://openalex.org/W2341884480","https://openalex.org/W2410401872","https://openalex.org/W2416529279","https://openalex.org/W2592147208","https://openalex.org/W2594018861","https://openalex.org/W3213062163"],"related_works":["https://openalex.org/W2086338133","https://openalex.org/W2377059580","https://openalex.org/W4367679314","https://openalex.org/W225526533","https://openalex.org/W2078361494","https://openalex.org/W127000293","https://openalex.org/W2009234990","https://openalex.org/W4200355488","https://openalex.org/W3215892509","https://openalex.org/W4244083766"],"abstract_inverted_index":{"Revision":[0],"is":[1],"important":[2],"but":[3],"challenging":[4],"for":[5,14,58,125],"novice":[6],"writers,":[7],"particularly":[8],"in":[9],"post-secondary":[10],"education":[11],"where":[12],"opportunities":[13],"personalized":[15,46,139],"feedback":[16,107,140],"are":[17],"limited.":[18],"Inexperienced":[19],"writers":[20],"typically":[21],"overlook":[22],"revision;":[23],"when":[24],"they":[25,28],"do":[26],"revise,":[27],"focus":[29],"on":[30,89,114],"surface":[31],"errors":[32],"rather":[33],"than":[34],"global":[35],"revisions":[36,87,98],"that":[37],"enhance":[38],"meaning":[39],"and":[40,67,75,83,95,102,143],"coherence.":[41],"Writing":[42],"analytics":[43],"can":[44],"automate":[45],"prompts":[47],"to":[48,61,99,136],"guide":[49],"revision.":[50],"We":[51],"use":[52],"topic":[53,73],"modelling":[54],"LDA":[55],"as":[56],"grounds":[57],"an":[59],"analytic":[60,71],"scaffold":[62],"holistic":[63,97],"revision":[64],"at":[65,141],"paragraph":[66,142],"essay":[68,144],"levels.":[69,145],"The":[70],"visualizes":[72],"distribution":[74],"generates":[76],"three":[77],"types":[78,127],"of":[79,104,128,134],"prompts:":[80],"Introduction,":[81],"Paragraph":[82],"Conclusion.":[84],"Feedback":[85],"encourages":[86],"focusing":[88],"sequencing":[90],"topics,":[91],"expanding":[92],"underdeveloped":[93],"ideas,":[94],"making":[96],"improve":[100],"clarity":[101],"coherence":[103],"paragraphs.":[105],"Model":[106,121],"was":[108,123],"evaluated":[109],"using":[110],"undergraduate":[111],"student":[112],"essays":[113],"various":[115],"topics":[116],"scored":[117],"by":[118],"human":[119],"evaluators.":[120],"accuracy":[122],"strong":[124],"all":[126],"feedback.":[129],"This":[130],"opens":[131],"new":[132],"branches":[133],"research":[135],"explore":[137],"generating":[138]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
