{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T22:25:21Z","timestamp":1757456721995,"version":"3.41.2"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"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":[[2019,7]]},"DOI":"10.1109\/iisa.2019.8900760","type":"proceedings-article","created":{"date-parts":[[2019,11,25]],"date-time":"2019-11-25T18:47:21Z","timestamp":1574707641000},"page":"1-4","source":"Crossref","is-referenced-by-count":22,"title":["A Predictive Model for Predicting Students Academic Performance"],"prefix":"10.1109","author":[{"given":"Fazal","family":"Aman","sequence":"first","affiliation":[{"name":"University of Peshawar,Department of Computer Science,Peshawar,Pakistan"}]},{"given":"Azhar","family":"Rauf","sequence":"additional","affiliation":[{"name":"University of Peshawar,Department of Computer Science,Peshawar,Pakistan"}]},{"given":"Rahman","family":"Ali","sequence":"additional","affiliation":[{"name":"University of Peshawar,Quaid-e-Azam College of Commerce,Peshawar,Pakistan"}]},{"given":"Farkhund","family":"Iqbal","sequence":"additional","affiliation":[{"name":"Zyed University,College of Technological Innovation,UAE"}]},{"given":"Asad Masood","family":"Khattak","sequence":"additional","affiliation":[{"name":"Zyed University,College of Technological Innovation,UAE"}]}],"member":"263","reference":[{"key":"ref10","first-page":"3","article-title":"Data mining approach for predicting student performance","volume":"10","author":"osmanbegovil","year":"2012","journal-title":"Economic Review"},{"key":"ref11","article-title":"Predicting the Performance of Students in Higher Education Using Data Mining Classification Algorithms-A Case Study","volume":"2","author":"ruby","year":"2014","journal-title":"IJRASET International Journal for Research in Applied Science & Engineering Technology"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/FIE.2007.4417993"},{"key":"ref13","first-page":"4649","article-title":"Application of data mining in educational database for predicting behavioural patterns of the students","volume":"5","author":"elakia","year":"2014","journal-title":"Elakia et al \/(IJCSIT) International Journal of Computer Science and Information Technologies"},{"key":"ref14","first-page":"292","article-title":"PASS: an Expert System with Certainty Factors for Predicting Student Success","author":"hatzilygeroudis","year":"2004","journal-title":"Knowledge-Based Intelligent Information and Engineering Systems 8th International Conference KES 2004"},{"key":"ref15","article-title":"Urbanization and Literacy Rate In Khyber Pakhtunkhwa: Relationship and Projections","author":"hussain","year":"2017","journal-title":"Academy of Educational Leadership Journal"},{"year":"0","key":"ref16"},{"year":"0","key":"ref17"},{"key":"ref4","first-page":"1","article-title":"A neural network students’ performance prediction model (NNSPPM)","author":"pauziah","year":"2013","journal-title":"2013 IEEE International Conference on Smart Instrumentation Measurement and Applications (ICSIMA) ICSIMA"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"390","DOI":"10.1016\/j.sbspro.2014.07.117","article-title":"Improving quality of educational processes providing new knowledge using data mining techniques","author":"chalaris","year":"2014","journal-title":"Procedia-Social and Behavioral Sciences"},{"key":"ref6","first-page":"1","article-title":"Predicting students’ academic performance: comparing artificial neural network, decision tree and linear regression","author":"ibrahim","year":"2007","journal-title":"21st Annual SAS Malaysia Forum"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1186\/s40165-014-0010-2"},{"key":"ref8","first-page":"110","article-title":"Prediction of student academic performance by an application of data mining techniques","volume":"6","author":"sembiring","year":"2011","journal-title":"International Conference on Management and Artificial Intelligence IPEDR"},{"key":"ref7","article-title":"Drop out feature of student data for academic performance using decision tree techniques","author":"quadri","year":"2010","journal-title":"Global Journal of Computer Science and Technology"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.9756\/SIJCSEA\/V1I1\/01010252"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5120\/10489-5242"},{"key":"ref9","first-page":"140","article-title":"Mining educational data to improve students’ performance: a case study","volume":"2","author":"tair","year":"2012","journal-title":"International Journal of Information"}],"event":{"name":"2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)","start":{"date-parts":[[2019,7,15]]},"location":"Patras, Greece","end":{"date-parts":[[2019,7,17]]}},"container-title":["2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8893976\/8900660\/08900760.pdf?arnumber=8900760","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,28]],"date-time":"2025-07-28T19:37:17Z","timestamp":1753731437000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8900760\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/iisa.2019.8900760","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}