Analytical Study Using Data Mining for Periodical Medical Examination of Employees

Data mining in occupational safety and health: a systematic mapping and roadmap

“…The mapping also found research that used tests for data generation (Antwi-Afari et al, 2018;Baghdadi, 2018;Olsen et al, 2009). Others used interviews as a data source (Del Pozo-Antúnez et al, 2018;Zhao et al, 2019) or medical examinations, such as audiometric analyzes (Tomiazzi et al, 2019;Zhao et al, 2019), radiographs (Heo et al, 2019;Waghmare & Pai, 2013) and blood tests (Abad et al, 2019;Waghmare & Pai, 2013).…”

“…The steel industry also presents relevant research for systematic mapping (Krishna et al, 2015;Sarkar et al, 2017Sarkar et al, , 2018Sarkar et al, , 2019aShirali et al, 2018), as well as applications in the area of healthcare (Di Noia et al, 2019;Kao et al, 2018;Olsen et al, 2009;Saâdaoui et al, 2015;Ueno et al, 2008), mining (Luo et al, 2016;Qu, 2009;Sanmiquel et al, 2015Sanmiquel et al, , 2018 and petrochemical (Bevilacqua et al, 2008;Cheng et al, 2013;Sanchez-Pi et al, 2014;Waghmare & Pai, 2013).…”

“…Concerning the application of techniques, there are many tools which perform and support DM methods. Some tools are easy to handle, with ready internal packages and part of their programming already developed, such as Weka (Gerassis et al, 2017;Jocelyn et al, 2018;Pekel et al, 2018;Sanmiquel et al, 2015;Waghmare & Pai, 2013) and (Heo et al, 2019;Sanmiquel et al, 2018). Other studies, in their turn, use Python language to elaborate the code for DM (Goh & Ubeynarayana, 2017;Heo et al, 2019;Marucci-Wellman et al, 2017) and present a higher complexity of running.…”