Application of data science to reduce employee attrition

e-Archivo Repository

Show simple item record

dc.contributor.advisor Villena Román, Julio
dc.contributor.author Cabañas Pujadas, Clara
dc.date.accessioned 2018-07-16T08:20:57Z
dc.date.available 2018-07-16T08:20:57Z
dc.date.issued 2016-10
dc.date.submitted 2016-10-06
dc.identifier.uri http://hdl.handle.net/10016/27189
dc.description.abstract Retaining valuable employees and preventing their resignation is a matter that can make a company save a considerable amount of time and money. Traditionally, this task had been carried out by the Human Resources department of the companies, who would regularly conduct interviews among the employees in order to subsequently analyse them and try to extract conclusions and patterns that could help them understand the reasons why employees leave and thus, prevent the resignation of other employees in the future. Nowadays, with the existence of Data Science and prediction techniques, this task can be automatically done, which allows the managers of the companies to obtain the information they require from the employees in a much faster and efficient way than it was obtained in the past when the task was done manually by the Human Resources department. This results in a significant decrease of the costs associated with employee attrition, maximizing the revenue of the company.
dc.format.mimetype application/pdf
dc.language.iso eng
dc.rights Atribución-NoComercial-SinDerivadas 3.0 España
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subject.other Data science
dc.subject.other Data mining
dc.subject.other Employee attrition
dc.subject.other Employee turnover
dc.subject.other People analytics
dc.title Application of data science to reduce employee attrition
dc.type bachelorThesis
dc.subject.eciencia Telecomunicaciones
dc.rights.accessRights openAccess
dc.description.degree Ingeniería Telemática
dc.contributor.departamento Universidad Carlos III de Madrid. Departamento de Ingeniería Telemática
 Find Full text

Files in this item

*Click on file's image for preview. (Embargoed files's preview is not supported)


The following license files are associated with this item:

This item appears in the following Collection(s)

Show simple item record