{"id":"https://openalex.org/W4386737652","doi":"https://doi.org/10.1145/3568812.3603459","title":"Leveraging Emotionally-Charged Student Reflections to Improve Classroom Communication","display_name":"Leveraging Emotionally-Charged Student Reflections to Improve Classroom Communication","publication_year":2023,"publication_date":"2023-08-07","ids":{"openalex":"https://openalex.org/W4386737652","doi":"https://doi.org/10.1145/3568812.3603459"},"language":"en","primary_location":{"id":"doi:10.1145/3568812.3603459","doi":"https://doi.org/10.1145/3568812.3603459","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3568812.3603459","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3568812.3603459","source":{"id":"https://openalex.org/S7407085948","display_name":"ACM Conference on International Computing Education Research (ICER)","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 2023 ACM Conference on International Computing Education Research - Volume 2","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3568812.3603459","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075256668","display_name":"Sandra Wiktor","orcid":"https://orcid.org/0009-0004-4165-1886","observed_orcids":["https://orcid.org/0009-0004-4165-1886"]},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sandra Wiktor","raw_affiliation_strings":["University of North Carolina at Charlotte, United States of America"],"raw_orcid":"https://orcid.org/0009-0004-4165-1886","affiliations":[{"raw_affiliation_string":"University of North Carolina at Charlotte, United States of America","institution_ids":["https://openalex.org/I102149020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075256668"],"corresponding_institution_ids":["https://openalex.org/I102149020"],"apc_list":null,"apc_paid":null,"fwci":0.4447,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55410752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"69","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.8187999725341797,"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":0.8187999725341797,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.17080000042915344,"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/T11039","display_name":"Evaluation of Teaching Practices","score":0.003100000089034438,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/student-reflection","display_name":"student reflection","score":0.8790000081062317},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"emotion recognition","score":0.890999972820282},{"id":"https://openalex.org/keywords/classroom-communication","display_name":"classroom communication","score":0.7979999780654907},{"id":"https://openalex.org/keywords/instructor-awareness","display_name":"instructor awareness","score":0.6759999990463257},{"id":"https://openalex.org/keywords/student-feedback-analysis","display_name":"student feedback analysis","score":0.6940000057220459},{"id":"https://openalex.org/keywords/academic-intervention","display_name":"academic intervention","score":0.6779999732971191},{"id":"https://openalex.org/keywords/text-processing","display_name":"text processing","score":0.5019999742507935},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.8379999995231628}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6312484741210938},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4691333472728729},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4487707018852234}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3568812.3603459","doi":"https://doi.org/10.1145/3568812.3603459","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3568812.3603459","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3568812.3603459","source":{"id":"https://openalex.org/S7407085948","display_name":"ACM Conference on International Computing Education Research (ICER)","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 2023 ACM Conference on International Computing Education Research - Volume 2","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3568812.3603459","doi":"https://doi.org/10.1145/3568812.3603459","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3568812.3603459","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3568812.3603459","source":{"id":"https://openalex.org/S7407085948","display_name":"ACM Conference on International Computing Education Research (ICER)","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 2023 ACM Conference on International Computing Education Research - Volume 2","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.9901999831199646}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386737652.pdf","grobid_xml":"https://content.openalex.org/works/W4386737652.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2037270872","https://openalex.org/W2038048813","https://openalex.org/W2146622202","https://openalex.org/W2460586963","https://openalex.org/W2461719516","https://openalex.org/W2555181407","https://openalex.org/W2584119119","https://openalex.org/W2804458361","https://openalex.org/W2908867334","https://openalex.org/W2921634071","https://openalex.org/W3112068135","https://openalex.org/W3112713116","https://openalex.org/W3135010324","https://openalex.org/W3190695173"],"related_works":["https://openalex.org/W2341018453","https://openalex.org/W4287385185","https://openalex.org/W3010937657","https://openalex.org/W7214499299","https://openalex.org/W2946250727","https://openalex.org/W2894012671","https://openalex.org/W4407950760","https://openalex.org/W7217264079","https://openalex.org/W2936681346","https://openalex.org/W2095512485"],"abstract_inverted_index":{"To":[0,117],"provide":[1,29,104],"an":[2,31],"education":[3,68],"experience":[4],"tailored":[5],"to":[6,45,52,77,83,97,111,125,134],"students\u2019":[7,13,47,109],"needs,":[8],"instructors\u2019":[9],"awareness":[10,27],"of":[11,33,42,61,94,101],"the":[12,40,92],"challenges":[14],"is":[15,63],"essential.":[16],"Course":[17],"evaluations":[18],"or":[19,81],"intermittent":[20],"feedback":[21,44],"prompts":[22],"can":[23],"help":[24,112],"facilitate":[25],"this":[26,119],"and":[28,69,103,131,136,141],"students":[30,62,85],"avenue":[32],"self-expression.":[34],"My":[35,89],"work,":[36],"however,":[37],"focuses":[38],"on":[39],"analysis":[41,102],"student":[43,57,79],"extract":[46],"emotional":[48],"states":[49],"as":[50],"related":[51],"learning":[53],"from":[54],"periodic":[55],"written":[56],"reflections.":[58],"Emotion":[59],"detection":[60],"a":[64,123],"hot":[65],"topic":[66],"in":[67],"has":[70],"been":[71],"explored":[72],"through":[73],"various":[74],"perspectives,":[75],"whether":[76],"predict":[78],"performance":[80],"attrition,":[82],"identify":[84],"for":[86,108],"academic":[87],"intervention.":[88],"work":[90],"explores":[91],"use":[93],"emotionally-charged":[95],"reflections":[96,127,138],"supplement":[98],"traditional":[99],"means":[100],"instructors":[105],"with":[106],"context":[107],"behavior":[110],"them":[113],"develop":[114],"such":[115],"interventions.":[116],"address":[118],"vision,":[120],"I":[121],"present":[122],"framework":[124],"analyze":[126,137],"over":[128],"time":[129],"(ROTF)":[130],"investigate":[132],"ways":[133],"convey":[135],"using":[139],"text-processing":[140],"machine":[142],"learning.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2023-09-15T00:00:00"}