{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T18:36:40Z","timestamp":1769539000491,"version":"3.49.0"},"reference-count":19,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,10,7]],"date-time":"2020-10-07T00:00:00Z","timestamp":1602028800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,10,7]],"date-time":"2020-10-07T00:00:00Z","timestamp":1602028800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,10,7]]},"DOI":"10.1109\/uyms50627.2020.9247066","type":"proceedings-article","created":{"date-parts":[[2020,11,9]],"date-time":"2020-11-09T17:39:42Z","timestamp":1604943582000},"page":"1-5","source":"Crossref","is-referenced-by-count":1,"title":["Performance-based evaluation of computational thinking skills using machine learning"],"prefix":"10.1109","author":[{"given":"Elif","family":"Karaka\u015f","sequence":"first","affiliation":[{"name":"&#x0130;stanbul Okan &#x00DC;niversitesi,M&#x00FC;hendislik Fak&#x00FC;ltesi,&#x0130;stanbul,T&#x00DC;RK&#x0130;YE"}],"role":[{"role":"author","vocab":"crossref"}]},{"given":"Meltem","family":"Turhan Y\u00f6ndem","sequence":"additional","affiliation":[{"name":"&#x0130;stanbul Okan &#x00DC;niversitesi,M&#x00FC;hendislik Fak&#x00FC;ltesi,&#x0130;stanbul,T&#x00DC;RK&#x0130;YE"}],"role":[{"role":"author","vocab":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"21","article-title":"K?sa S?navlar?n, &#x00D6;devlerin ve Projelerin D&#x00F6;nem Sonu S?nav?na Olan Etkilerinin Farkl? Makine &#x00F6;?renmesi Teknikleri ile Ara?t?r?lmas?","volume":"10","author":"karda?","year":"2020","journal-title":"EMO Bilimsel Dergi"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1118178.1118215"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/1929887.1929905"},{"key":"ref13","article-title":"Skills, attitudes and concepts of the Computational Thinking","author":"b?lbao","year":"0","journal-title":"Ekonomi ve E?itim"},{"key":"ref14","first-page":"1040","article-title":"Computational Thinking Development Assessment Scores with Software Complexity Metrics","author":"le\u00f3n","year":"2016","journal-title":"IEEE Global M&#x00FC;hendislik E?itim Konferans? (EDUCON)"},{"key":"ref15","year":"0"},{"key":"ref16","first-page":"46","article-title":"Dr. Scratch: Automatic Analysis of Scratch Projects to Assess and Foster Computational Thinking","author":"le\u00f3n","year":"2015","journal-title":"RED-Uzaktan E?itim Dergisi"},{"key":"ref17","first-page":"12","article-title":"Analyze your Scratch projects with Dr. Scratch and assess your computational thinking skills","author":"le\u00f3n","year":"2015","journal-title":"Scratch konferans?"},{"key":"ref18","year":"0"},{"key":"ref19","year":"0"},{"key":"ref4","first-page":"476","article-title":"Identifying At-Risk Students Using Machine Learning Techniques: A Case Study with IS 100","volume":"2","year":"2012","journal-title":"Uluslararas? Makine &#x00F6;?renimi ve Bili?im Dergisi"},{"key":"ref3","first-page":"111","article-title":"Student Performance Prediction using Machine Learning","volume":"4","author":"agrawal","year":"2015","journal-title":"Uluslararas? M&#x00FC;hendislik Ara?t?rma ve Teknoloji Dergisi (IJERT)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICALT.2005.1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SIITME.2017.8259941"},{"key":"ref8","first-page":"742","article-title":"Kooperatif tasar?m sistemlerinde uyu?mazl?k &#x00E7;&#x00F6;z&#x00FC;m&#x00FC;n&#x00FC;n desteklenmesi","volume":"11","author":"xu","year":"2017","journal-title":"IEEE Sinyal ??lemede Se&#x00E7;ilmi? Konular Dergisi"},{"key":"ref7","first-page":"111","article-title":"Student Performance Prediction using Machine Learning","volume":"4","author":"agrawal","year":"2015","journal-title":"Uluslararas? M&#x00FC;hendislik Ara?t?rma ve Teknoloji Dergisi (IJERT)"},{"key":"ref2","first-page":"742","article-title":"Kooperatif tasar?m sistemlerinde uyu?mazl?k &#x00E7;&#x00F6;z&#x00FC;m&#x00FC;n&#x00FC;n desteklenmesi","volume":"11","author":"jie","year":"2017","journal-title":"IEEE Sinyal ??lemede Se&#x00E7;ilmi? Konular Dergisi"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-011-9234-x"},{"key":"ref9","first-page":"476","article-title":"Identifying At-Risk Students Using Machine Learning Techniques: A Case Study with IS 100","volume":"2","year":"2012","journal-title":"Uluslararas? Makine &#x00F6;?renimi ve Bili?im Dergisi"}],"event":{"name":"2020 Turkish National Software Engineering Symposium (UYMS)","location":"Istanbul, Turkey","start":{"date-parts":[[2020,10,7]]},"end":{"date-parts":[[2020,10,9]]}},"container-title":["2020 Turkish National Software Engineering Symposium (UYMS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9247008\/9247009\/09247066.pdf?arnumber=9247066","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T05:31:53Z","timestamp":1769491913000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9247066\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10,7]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/uyms50627.2020.9247066","relation":{},"subject":[],"published":{"date-parts":[[2020,10,7]]}}}