Publication: Análisis de la demanda de empleo utilizando técnicas de Big Data
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2018
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Abstract
En este proyecto se ha desarrollado un sistema capaz de difundir información sobre la demanda de empleo y el estado del mercado laboral a través de la recopilación, limpieza, almacenamiento, procesamiento y visualización de datos.
Los datos que explota este sistema son recopilados, por un lado, del Servicio Público de Empleo Estatal, entre los que se encuentra información sobre el desempleo y los contratos realizados. Por otro lado, se obtienen todas las ofertas de trabajo en tiempo real que son publicadas en la plataforma de búsqueda de empleo InfoJobs.net.
Para su implementación, han sido utilizados los sistemas de bases de datos que mejor se adaptan a las particularidades y necesidades de cada tipo de información como son el volumen, la velocidad, la variedad o la veracidad de los datos.
El sistema se ha desarrollado como una aplicación web que se adapta a diferentes tipos de dispositivos para exponer al usuario, no solo la información relevante sino además adaptada a sus condiciones.
In this Project has been developed a system capable of disseminating information on the demand for employment and the labour market. Everything is done through collecting, cleaning, storing, processing and data display. The data provided in this system are collected through two channels. On one hand, by Public Service of State Employment, in which you can obtain information about unemployment and contracts carried out during a period. On the other hand, you can find information about job offers in real-time thanks to InfoJobs.net. It is a job search tool. Database systems that best adapt to the particularities and necessities of each type of information have been used for its implementation. Such as volume, speed, variety or truthfulness of the data provided. The system has been developed as a web application that adapts to several types of devices in order to show the user, both the most relevant and necessary information at each time, and the one that best adapts to their conditions and preferences.
In this Project has been developed a system capable of disseminating information on the demand for employment and the labour market. Everything is done through collecting, cleaning, storing, processing and data display. The data provided in this system are collected through two channels. On one hand, by Public Service of State Employment, in which you can obtain information about unemployment and contracts carried out during a period. On the other hand, you can find information about job offers in real-time thanks to InfoJobs.net. It is a job search tool. Database systems that best adapt to the particularities and necessities of each type of information have been used for its implementation. Such as volume, speed, variety or truthfulness of the data provided. The system has been developed as a web application that adapts to several types of devices in order to show the user, both the most relevant and necessary information at each time, and the one that best adapts to their conditions and preferences.
Description
Trabajo de Fin de Grado en Ingeniería Informática (Universidad Complutense, Facultad de Informática, curso 2017/2018)