{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T15:00:40Z","timestamp":1753887640985,"version":"3.41.2"},"reference-count":24,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2021,4,21]],"date-time":"2021-04-21T00:00:00Z","timestamp":1618963200000},"content-version":"vor","delay-in-days":110,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2021,1]]},"abstract":"<jats:p>In this paper, we analyze the intelligent subdesign of the simulated marking system through an in\u2010depth study of it. This paper proposes a correlation analysis\u2010based quantification of N\u2010element sense values and a rationality enhancement\u2010based scoring fitting algorithm for English essays. This paper also extracts word features, sentence features, and chapter structure features in essays to fit English composition scores. Since not all students can complete the essays according to the topic requirements, a triage scoring model is used to separate the normal essays from the low\u2010scoring essays. Statistically, it was found that the essay scores also showed a certain normal distribution. The standard support vector regression algorithm is prone to data skewing problems, so this paper addresses this problem by using a rationality enhancement method that gives a corresponding penalty factor according to the distribution of the dataset. The results show that the English essay scoring fitting algorithm proposed in this paper can well improve the prediction accuracy of some data and solve the problem of skewed data where the scores show a normal distribution. This paper designs and implements an online mock examination system that incorporates an intelligent scoring system for essays, enabling it to meet the needs of teachers and students for online examinations and intelligent scoring.<\/jats:p>","DOI":"10.1155\/2021\/5529114","type":"journal-article","created":{"date-parts":[[2021,4,21]],"date-time":"2021-04-21T20:57:07Z","timestamp":1619038627000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Design of English Intelligent Simulated Paper Marking System"],"prefix":"10.1155","volume":"2021","author":[{"given":"Lina","family":"Yang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8585-861X","authenticated-orcid":false,"given":"Wei","family":"Liu","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2021,4,21]]},"reference":[{"key":"e_1_2_8_1_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsurg.2019.05.015"},{"key":"e_1_2_8_2_2","doi-asserted-by":"publisher","DOI":"10.1515\/auto-2019-0039"},{"key":"e_1_2_8_3_2","doi-asserted-by":"publisher","DOI":"10.1177\/1046878118820905"},{"key":"e_1_2_8_4_2","doi-asserted-by":"publisher","DOI":"10.1080\/10630732.2017.1285123"},{"key":"e_1_2_8_5_2","doi-asserted-by":"publisher","DOI":"10.1515\/jisys-2018-0321"},{"key":"e_1_2_8_6_2","doi-asserted-by":"publisher","DOI":"10.1080\/10630732.2018.1525265"},{"key":"e_1_2_8_7_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jesit.2016.10.004"},{"key":"e_1_2_8_8_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41415-019-0041-0"},{"key":"e_1_2_8_9_2","doi-asserted-by":"publisher","DOI":"10.1109\/jas.2020.1003021"},{"key":"e_1_2_8_10_2","doi-asserted-by":"publisher","DOI":"10.3991\/ijet.v16i02.18739"},{"key":"e_1_2_8_11_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtte.2017.05.006"},{"key":"e_1_2_8_12_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-018-9635-1"},{"key":"e_1_2_8_13_2","doi-asserted-by":"publisher","DOI":"10.1080\/07294360.2018.1450359"},{"key":"e_1_2_8_14_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11229-017-1414-z"},{"key":"e_1_2_8_15_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2017.10.006"},{"key":"e_1_2_8_16_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11023-017-9439-0"},{"key":"e_1_2_8_17_2","doi-asserted-by":"publisher","DOI":"10.1080\/17508975.2018.1447437"},{"key":"e_1_2_8_18_2","doi-asserted-by":"publisher","DOI":"10.1080\/17538947.2018.1425489"},{"key":"e_1_2_8_19_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-019-03854-4"},{"key":"e_1_2_8_20_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10514-018-9738-1"},{"key":"e_1_2_8_21_2","doi-asserted-by":"publisher","DOI":"10.1097\/jte.0000000000000011"},{"key":"e_1_2_8_22_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-019-00788-3"},{"key":"e_1_2_8_23_2","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2018.2795893"},{"key":"e_1_2_8_24_2","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2017.2683528"}],"container-title":["Complexity"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2021\/5529114.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2021\/5529114.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/2021\/5529114","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,9]],"date-time":"2024-08-09T21:36:50Z","timestamp":1723239410000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/2021\/5529114"}},"subtitle":[],"editor":[{"given":"Wei","family":"Wang","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2021,1]]},"references-count":24,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,1]]}},"alternative-id":["10.1155\/2021\/5529114"],"URL":"https:\/\/doi.org\/10.1155\/2021\/5529114","archive":["Portico"],"relation":{},"ISSN":["1076-2787","1099-0526"],"issn-type":[{"type":"print","value":"1076-2787"},{"type":"electronic","value":"1099-0526"}],"subject":[],"published":{"date-parts":[[2021,1]]},"assertion":[{"value":"2021-02-11","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-04-13","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-04-21","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"5529114"}}