Research and development of big data technologies in the field of human resources

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dc.contributor.advisor Hernández Gutiérrez, José Alberto
dc.contributor.author Martín Martínez, Ignacio
dc.date.accessioned 2015-01-28T19:50:04Z
dc.date.available 2015-01-28T19:50:04Z
dc.date.issued 2014-09
dc.date.submitted 2014-10-01
dc.identifier.uri http://hdl.handle.net/10016/19959
dc.description.abstract The aim of this work is to describe and report the achievements reached in the research and development of Big Data technologies and frameworks. The document describes the research process and the orientation towards the field of intelligent human resources management and recruiting, retrieving information from LinkedIn, Tecnoempleo and Infojobs and its posterior analysis inside a customized framework. The whole report covers the entire process of data selection and retrieval by means of emerging technologies such as Node.js or MongoDB, data processing using R programming language supported by Hadoop and algorithms such as TFIDF or Okapi BM25 and finally reaches conclusions and practical applications, which are considered either for future study or revision during the project. Most of the results are extracted from simple data analyses from the collections, which show very relevant data for Internet enterprises such as the activity from users and companies in LinkedIn or the most relevant aspects of job offers in Tecnoempleo. Additionally, a framework for this data analyses is built and documented to allow further research on the subject from a very clear starting point where all information can be gathered, processed and analysed within the same framework. Finally, to all research work a business application is added with a developed prototype which shows commercial possibilities for the data sets gathered. Such prototype is also developed by emerging technologies and is highly connected to the framework and all the Big Data ecosystem.
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 Minería de datos
dc.subject.other Ingeniería del conocimiento
dc.subject.other Tecnologías web
dc.subject.other Recursos humanos
dc.subject.other Gestión de personal
dc.subject.other Tecnología de la información
dc.title Research and development of big data technologies in the field of human resources
dc.type bachelorThesis
dc.subject.eciencia Informática
dc.rights.accessRights openAccess
dc.description.degree Ingeniería Telemática
dc.contributor.departamento Universidad Carlos III de Madrid. Departamento de Ingeniería Telemática
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