{"id":"https://openalex.org/W2592449716","doi":"https://doi.org/10.1145/3027385.3029477","title":"What does student writing tell us about their thinking on social justice?","display_name":"What does student writing tell us about their thinking on social justice?","publication_year":2017,"publication_date":"2017-02-27","ids":{"openalex":"https://openalex.org/W2592449716","doi":"https://doi.org/10.1145/3027385.3029477","mag":"2592449716"},"language":"en","primary_location":{"id":"doi:10.1145/3027385.3029477","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3029477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics & Knowledge Conference","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/A5090648018","display_name":"Heeryung Choi","orcid":"https://orcid.org/0000-0001-8955-8905"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Heeryung Choi","raw_affiliation_strings":["University of Michigan"],"affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081802677","display_name":"Christopher Brooks","orcid":"https://orcid.org/0000-0003-0875-0204"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Brooks","raw_affiliation_strings":["University of Michigan"],"affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005551272","display_name":"Kevyn Collins\u2010Thompson","orcid":"https://orcid.org/0000-0002-8178-5035"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevyn Collins-Thompson","raw_affiliation_strings":["University of Michigan"],"affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090648018"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":0.39,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68440672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"594","last_page":"595"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9521999955177307,"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":0.9491000175476074,"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/leverage","display_name":"Leverage (statistics)","score":0.7466352581977844},{"id":"https://openalex.org/keywords/privilege","display_name":"Privilege (computing)","score":0.7425752878189087},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.6932468414306641},{"id":"https://openalex.org/keywords/oppression","display_name":"Oppression","score":0.692575991153717},{"id":"https://openalex.org/keywords/social-justice","display_name":"Social justice","score":0.6317511796951294},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5510511994361877},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.4805193841457367},{"id":"https://openalex.org/keywords/vocabulary-learning","display_name":"Vocabulary learning","score":0.4663110673427582},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.41629600524902344},{"id":"https://openalex.org/keywords/economic-justice","display_name":"Economic Justice","score":0.4123656153678894},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.40538322925567627},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3865438401699066},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37845101952552795},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3299860954284668},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.3008747696876526},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.27520543336868286},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.26587897539138794},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.1866813600063324},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11628717184066772},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.08913722634315491},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08783712983131409}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7466352581977844},{"id":"https://openalex.org/C2780138299","wikidata":"https://www.wikidata.org/wiki/Q3404265","display_name":"Privilege (computing)","level":2,"score":0.7425752878189087},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.6932468414306641},{"id":"https://openalex.org/C2776526686","wikidata":"https://www.wikidata.org/wiki/Q252000","display_name":"Oppression","level":3,"score":0.692575991153717},{"id":"https://openalex.org/C2982832299","wikidata":"https://www.wikidata.org/wiki/Q264892","display_name":"Social justice","level":2,"score":0.6317511796951294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5510511994361877},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.4805193841457367},{"id":"https://openalex.org/C2984601542","wikidata":"https://www.wikidata.org/wiki/Q48842322","display_name":"Vocabulary learning","level":3,"score":0.4663110673427582},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.41629600524902344},{"id":"https://openalex.org/C139621336","wikidata":"https://www.wikidata.org/wiki/Q3190382","display_name":"Economic Justice","level":2,"score":0.4123656153678894},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.40538322925567627},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3865438401699066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37845101952552795},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3299860954284668},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3008747696876526},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.27520543336868286},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.26587897539138794},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.1866813600063324},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11628717184066772},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.08913722634315491},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08783712983131409},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3027385.3029477","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3029477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics & Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2077071633","https://openalex.org/W2273847690","https://openalex.org/W3103319922"],"related_works":["https://openalex.org/W4388957501","https://openalex.org/W1559487897","https://openalex.org/W2002487968","https://openalex.org/W1894003471","https://openalex.org/W2049080860","https://openalex.org/W3157552593","https://openalex.org/W52711273","https://openalex.org/W2132347763","https://openalex.org/W3019875293","https://openalex.org/W2351746492"],"abstract_inverted_index":{"In":[0],"this":[1,60],"work":[2],"we":[3],"investigate":[4],"the":[5,57],"use":[6],"of":[7,16,22,59],"deep":[8],"learning":[9],"for":[10,47,66],"text":[11],"analysis":[12],"to":[13,20,41],"measure":[14],"elements":[15],"student":[17,53],"thinking":[18],"related":[19],"issues":[21],"privilege,":[23],"oppression,":[24],"diversity":[25],"and":[26,62],"social":[27],"justice.":[28],"We":[29,55],"leverage":[30],"historical":[31],"expert":[32],"annotations":[33],"as":[34,36],"well":[35],"a":[37,43],"large":[38],"lexical":[39],"model":[40],"create":[42],"more":[44],"generalizable":[45],"vocabulary":[46],"identifying":[48],"these":[49],"characteristics":[50],"in":[51],"short":[52],"writing.":[54],"demonstrate":[56],"feasibility":[58],"approach,":[61],"identify":[63],"further":[64],"areas":[65],"research.":[67]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}