{"id":5730,"date":"2021-01-26T12:52:42","date_gmt":"2021-01-26T11:52:42","guid":{"rendered":"https:\/\/piattaformaintellect.it\/portale\/?p=5730"},"modified":"2021-02-02T10:19:50","modified_gmt":"2021-02-02T09:19:50","slug":"article-two","status":"publish","type":"post","link":"https:\/\/piattaformaintellect.it\/portale\/index.php\/2021\/01\/26\/article-two\/","title":{"rendered":"Correlations among natural language processing indicators and critical thinking sub-dimensions in HiEd students"},"content":{"rendered":"\n<p>Most of the attempts to develop and validate tools for the automatic assessment of Critical Thinking (CT) related-skills applied Natural Language Processing techniques (NLP) to English written texts, with a few applications in other languages. Therefore, this research was aimed at understanding which NLP features correlates with six CT sub-dimensions in essays written in Italian language. 206 Master Degree students\u2019 pre-post essays were assessed both by human evaluators and by an algorithm which automatically calculates different kinds of NLP features. We found a positive internal reliability and a medium to high inter-coder agreement of the human evaluators. Three NLP indicators significantly correlate with CT total score:&nbsp;<em>Corpus Length<\/em>,&nbsp;<em>Syntax Complexity<\/em>, and an adapted measure of&nbsp;<em>Term Frequency-Inverse Document Frequency<\/em>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. <\/p>\n","protected":false},"author":1,"featured_media":5109,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"pmpro_default_level":0,"_mi_skip_tracking":false},"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/piattaformaintellect.it\/portale\/index.php\/wp-json\/wp\/v2\/posts\/5730"}],"collection":[{"href":"https:\/\/piattaformaintellect.it\/portale\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/piattaformaintellect.it\/portale\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/piattaformaintellect.it\/portale\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/piattaformaintellect.it\/portale\/index.php\/wp-json\/wp\/v2\/comments?post=5730"}],"version-history":[{"count":4,"href":"https:\/\/piattaformaintellect.it\/portale\/index.php\/wp-json\/wp\/v2\/posts\/5730\/revisions"}],"predecessor-version":[{"id":6187,"href":"https:\/\/piattaformaintellect.it\/portale\/index.php\/wp-json\/wp\/v2\/posts\/5730\/revisions\/6187"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/piattaformaintellect.it\/portale\/index.php\/wp-json\/wp\/v2\/media\/5109"}],"wp:attachment":[{"href":"https:\/\/piattaformaintellect.it\/portale\/index.php\/wp-json\/wp\/v2\/media?parent=5730"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/piattaformaintellect.it\/portale\/index.php\/wp-json\/wp\/v2\/categories?post=5730"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/piattaformaintellect.it\/portale\/index.php\/wp-json\/wp\/v2\/tags?post=5730"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}