{"id":"https://openalex.org/W4391423109","doi":"https://doi.org/10.1109/ieem58616.2023.10406525","title":"Sentiment Analysis of Semester Learning Essays in Design Education","display_name":"Sentiment Analysis of Semester Learning Essays in Design Education","publication_year":2023,"publication_date":"2023-12-18","ids":{"openalex":"https://openalex.org/W4391423109","doi":"https://doi.org/10.1109/ieem58616.2023.10406525"},"language":"en","primary_location":{"id":"doi:10.1109/ieem58616.2023.10406525","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ieem58616.2023.10406525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","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/A5029035953","display_name":"Zhihan Wang","orcid":"https://orcid.org/0009-0008-7511-5079"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Z. H. Wang","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology,Beijing,China","School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology,Beijing,China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070968973","display_name":"Zhenyu Ming","orcid":"https://orcid.org/0000-0001-7270-8022"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Z. J. Ming","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology,Beijing,China","Yangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing, China","Key Laboratory of Industry Knowledge & Data Fusion Technology and Application, Ministry of Industry and Information Technology, Beijing, China","School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology,Beijing,China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"Yangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"Key Laboratory of Industry Knowledge & Data Fusion Technology and Application, Ministry of Industry and Information Technology, Beijing, China","institution_ids":["https://openalex.org/I890469752"]},{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076675071","display_name":"G. X. Wang","orcid":"https://orcid.org/0000-0002-7207-2789"},"institutions":[{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"G. X. Wang","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology,Beijing,China","Yangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing, China","Key Laboratory of Industry Knowledge & Data Fusion Technology and Application, Ministry of Industry and Information Technology, Beijing, China","School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology,Beijing,China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"Yangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"Key Laboratory of Industry Knowledge & Data Fusion Technology and Application, Ministry of Industry and Information Technology, Beijing, China","institution_ids":["https://openalex.org/I890469752"]},{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076537620","display_name":"Farrokh Mistree","orcid":"https://orcid.org/0000-0001-6835-0902"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"F. Mistree","raw_affiliation_strings":["The University of Oklahoma,The Systems Realization Laboratory,Norman,United States","The Systems Realization Laboratory, The University of Oklahoma, Norman, United States"],"affiliations":[{"raw_affiliation_string":"The University of Oklahoma,The Systems Realization Laboratory,Norman,United States","institution_ids":["https://openalex.org/I8692664"]},{"raw_affiliation_string":"The Systems Realization Laboratory, The University of Oklahoma, Norman, United States","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032671028","display_name":"Janet K. Allen","orcid":"https://orcid.org/0000-0003-0686-6764"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. K. Allen","raw_affiliation_strings":["The University of Oklahoma,The Systems Realization Laboratory,Norman,United States","The Systems Realization Laboratory, The University of Oklahoma, Norman, United States"],"affiliations":[{"raw_affiliation_string":"The University of Oklahoma,The Systems Realization Laboratory,Norman,United States","institution_ids":["https://openalex.org/I8692664"]},{"raw_affiliation_string":"The Systems Realization Laboratory, The University of Oklahoma, Norman, United States","institution_ids":["https://openalex.org/I8692664"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5029035953"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":0.1748,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59952529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"34","issue":null,"first_page":"0567","last_page":"0571"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9922000169754028,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9922000169754028,"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/T11795","display_name":"Humor Studies and Applications","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/summative-assessment","display_name":"Summative assessment","score":0.9108108282089233},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.642380952835083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6092805862426758},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.516130805015564},{"id":"https://openalex.org/keywords/engineering-education","display_name":"Engineering education","score":0.4336293935775757},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.42280346155166626},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34389346837997437},{"id":"https://openalex.org/keywords/formative-assessment","display_name":"Formative assessment","score":0.340643048286438},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18311938643455505},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.10405716300010681}],"concepts":[{"id":"https://openalex.org/C152747807","wikidata":"https://www.wikidata.org/wiki/Q1854913","display_name":"Summative assessment","level":3,"score":0.9108108282089233},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.642380952835083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6092805862426758},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.516130805015564},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.4336293935775757},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.42280346155166626},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34389346837997437},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.340643048286438},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18311938643455505},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.10405716300010681},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieem58616.2023.10406525","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ieem58616.2023.10406525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7408714438","display_name":null,"funder_award_id":"62373047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2013994393","https://openalex.org/W2031998113","https://openalex.org/W2061253339","https://openalex.org/W2080914461","https://openalex.org/W2099813784","https://openalex.org/W2139465040","https://openalex.org/W2571253853","https://openalex.org/W2809802726","https://openalex.org/W2899329739","https://openalex.org/W2935374273","https://openalex.org/W3011384704","https://openalex.org/W3101540846","https://openalex.org/W3102444842","https://openalex.org/W4212926719","https://openalex.org/W4232909505","https://openalex.org/W4242850272","https://openalex.org/W4281556863","https://openalex.org/W4283640061","https://openalex.org/W4306767249"],"related_works":["https://openalex.org/W2596540894","https://openalex.org/W4248485996","https://openalex.org/W1981820048","https://openalex.org/W2188168286","https://openalex.org/W2373351295","https://openalex.org/W4315786423","https://openalex.org/W4323913710","https://openalex.org/W2169821076","https://openalex.org/W2762230188","https://openalex.org/W2410921486"],"abstract_inverted_index":{"AME4163:":[0],"Principles":[1],"of":[2,16,42,68,82,95],"Engineering":[3],"Design":[4],"is":[5,151],"a":[6,48],"design,":[7],"build":[8],"and":[9,30,33,36,60,90],"test":[10],"course":[11,97,144],"offered":[12],"at":[13],"the":[14,21,40,43,64,93,96,99,143],"University":[15],"Oklahoma,":[17],"Norman,":[18],"USA.":[19],"Throughout":[20],"semester":[22,44],"students":[23,84],"are":[24],"expected":[25],"to":[26,77,115,153],"reflect":[27],"on":[28,141],"authentic":[29,157],"immersive":[31,158],"experiences":[32],"write":[34],"Take-aways":[35,59,104],"Learning":[37,51,61,66,108],"Statements.":[38],"At":[39],"end":[41],"each":[45],"student":[46],"submits":[47],"summative":[49,106],"Semester":[50,65,107],"Essay.":[52],"Between":[53],"2019\u20132021":[54],"we":[55,75,129],"collected":[56],"about":[57],"10,000":[58],"Statements":[62],"from":[63,105,145],"Essays":[67,109],"nearly":[69],"400":[70],"students.":[71],"In":[72],"this":[73],"paper,":[74],"attempt":[76],"help":[78],"instructors":[79,137],"gain":[80,130],"insight":[81,131],"what":[83,121],"have":[85,123],"learned":[86],"through":[87],"these":[88],"materials":[89],"thence":[91],"improve":[92],"delivery":[94],"in":[98],"future.":[100],"We":[101],"analyze":[102],"their":[103,133],"by":[110],"using":[111],"dictionary-based":[112],"sentiment":[113],"analysis":[114],"assess":[116],"students'":[117],"subjective":[118],"feelings":[119],"toward":[120],"they":[122],"learned.":[124],"The":[125,148],"results":[126],"prove":[127],"that":[128,155],"into":[132],"learning":[134],"thereby":[135],"providing":[136],"with":[138],"evidence-based":[139],"guidance":[140],"modifying":[142],"different":[146],"perspectives.":[147],"method":[149],"proposed":[150],"generalizable":[152],"courses":[154],"involve":[156],"experiences.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}