Predicting Students’ Academic Performance Using Utility Based Educational Data Mining

A survey on educational data mining methods used for predicting students' performance

“…39 Researchers who collect data manually through the questionnaire usually design the questions in the questionnaire according to the predicted specific objectives. [40][41][42][43][44][45][46][47] Especially, Hoang et al conducted an online survey with a participation of students in various courses to analyze and show the effects of different learning styles on students' performance. 43 That test is based on the Felder-Soloman questionnaire 48 with 44 questions which are divided into four dimensions.…”

A Critical Review of Data Mining for Education: What has been done, what has been learnt and what remains to be seen

“…Tang et al: (2015), Klusener and Fortenbacher (2015), Brinton and Chiang (2015), Shrivas and T iwari b. Articles: Al Shehri et al: (2017), Amaya et al: (2015), Widyaningsih et al: (2019) c. Articles: Okubo et al: (2017), Singh and Kaur (2018), Santoso and Yulia (2019), Sumitha et al: (2016), Al Barrak and Al Razgan d. Articles: Amrieh et al: (2015), Ruby and David (2015), Almasri et al: (2019), Sivakumar et al: (2016), Kumar et al: (2019), Chanlekha and Niramitranon (2018) e. Articles: Livieris et al: (2018), Angiani et al: (2019), Jishan et al: (2015), Livieris et al: (2019c), Al Saleem et al: (2015, f. Articles: Kostopoulos et al: (2015), Athani et al: (2017), Sara et al: (2015), Kasthuriarachchi and Liyanage (2019), Namomsa andSharma (2018) g. Articles: Bergin et al: (2015), Navamani and Kannammal (2015), Ketui et al (2019), Bhegade and Shinde (2016), Pristyanto et al, (2018) h. Articles: Lopez Guarin et al: (2015, Pradeep et al: (2015), Yehuala (2015), Kaur and Singh (2016), Mahboob et al: (2017), Pereira et al, (2018)…”