Profession recommended system for higher education students using Bayesian method

The Use of Recommender Systems in Formal Learning. A Systematic Literature Mapping

“…1 Student [Aarthi et al, 2019, Angelova et al, 2018, Baskota and Ng, 2018, Bhumichitr et al, 2017, Bourkoukou et al, 2017, Cárdenas-Cobo et al, 2020, Chang et al, 2011, Chen et al, 2020, Dahdouh et al, 2019, Praserttitipong and Srisujjalertwaja, 2018, Dussan-Sarria and Leon-Guzman, 2012, Dwivedi and Roshni, 2017, Esteban et al, 2020, Ezz and Elshenawy, 2020, Heras et al, 2020, Hidayat et al, 2020, Hoic-Bozic et al, 2016, Hsu et al, 2013, Iatrellis et al, 2017, Ibrahim et al, 2017, Ibrahim et al, 2020, Isma'il et al, 2020, Janpla and Kularbphettong, 2016, Kanika et al, 2019, Kopeinik, 2018, Liao et al, 2020, Lin et al, 2018, Liu et al, 2017, Ma et al, 2020, Mokarrama et al, 2020, Nho et al, 2020, Nuswantari et al, 2020, Obeid et al, 2018, Palilingan and Batmetan, 2018, Pardos and Jiang, 2020, Pariserum Perumal et al, 2019, Pereira et al, 2018, Porcel et al, 2020, Putri and Zulkarnain, 2...…”

“…1 User's interests and abilities [Bai and Yang, 2019, Benhamdi et al, 2017, Chang et al, 2011, Praserttitipong and Srisujjalertwaja, 2018, Heras et al, 2020, Hsu et al, 2013, Ibrahim et al, 2017, Jun Liu et al, 2010, Kopeinik, 2018, Liao et al, 2020, Obeid et al, 2018, Palilingan and Batmetan, 2018, Pariserum Perumal et al, 2019, Pereira et al, 2018, Sabic and El-Zayat, 2010, Salehi et al, 2014, Selvam et al, 2020, Yeh, 2015, Zheng et al, 2019 23.75% 2 Demographics (gender, age) [Bai and Yang, 2019, Baskota and Ng, 2018, Cobos et al, 2013, Dussan-Sarria and Leon-Guzman, 2012, Heras et al, 2020, Hoic-Bozic et al, 2016, Ibrahim et al, 2017, Jun Liu et al, 2010, Liao et al, 2020, Liu et al, 2017, Pereira et al, 2018, Putri and Zulkarnain, 2020, Sergis and Sampson, 2016, Uslu et al, 2016, Vialardi Sacín et al, 2009, Wang et al, 2017, Xu, 2019, Yeh, 2015, Zheng et al, 2019, Zhu et al, 2018…”

“…1 Explicit [Aarthi et al, 2019, Benhamdi et al, 2017, Chen et al, 2020, Faisal et al, 2020, Ferreira et al, 2020, Hsu et al, 2013, Jun Liu et al, 2010, Kanika et al, 2019, Karga and Satratzemi, 2018, Karga and Satratzemi, 2019, Kopeinik, 2018, Nuswantari et al, 2020, Palilingan and Batmetan, 2018, Putri and Zulkarnain, 2020, Tawfik et al, 2020, Troussas et al, 2020, Uslu et al, 2016, Xu, 2019, Zervas et al, 2015, Zhu et al, 2020 25.00%…”

“…2 Secondary [Aarthi et al, 2019, Baskota and Ng, 2018, Chang et al, 2011, Ezz and Elshenawy, 2020, Hidayat et al, 2020, Hsu et al, 2013, Janpla and Kularbphettong, 2016, Jiang et al, 2014, Mokarrama et al, 2020, Obeid et al, 2018, Palilingan and Batmetan, 2018, Samin and Azim, 2019, Selvam et al, 2020, Tilahun and Sekeroglu, 2020, Xu, 2019, Yuliansyah et al, 2020 20.00%…”

“…To recommend: , Baskota and Ng, 2018, Mokarrama et al, 2020, Obeid et al, 2018, Yuliansyah et al, 2020 13.75% Degree programs, careers, majors or departments [Chang et al, 2011, Ezz and Elshenawy, 2020, Janpla and Kularbphettong, 2016, Nuswantari et al, 2020, Selvam et al, 2020 Collaborators in R&D projects [Wang et al, 2017] 4 To recommend jobs or personalized curriculum [Liu et al, 2017, Palilingan andBatmetan, 2018] 2.50% 5 To recommend learning paths [Iatrellis et al, 2017, Jiang et al, 2014 2.50% 6 Other [Angelova et al, 2018, Faisal et al, 2020, Ma et al, 2020, Sauer et al, 2014 5.00%…”