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Authors: Rosa Quelal 1 ; Luis Mendoza 2 and Mónica Villavicencio 1

Affiliations: 1 ESPOL Polytechnic University, Escuela Superior Politécnica del Litoral, ESPOL, Facultad de Ingeniería en Electricidad y Computación, Campus Gustavo Galindo Km. 30.5 Vía Perimetral, P.O. Box 09-01-5863, Guayaquil and Ecuador ; 2 ESPOL Polytechnic University, Escuela Superior Politécnica del Litoral, ESPOL, Facultad de Ingeniería en Electricidad y Computación, Campus Gustavo Galindo Km. 30.5 Vía Perimetral, P.O. Box 09-01-5863, Guayaquil, Ecuador, Processes and Systems Department, Simón Bolívar University, Valle de Sartenejas, P.O. Box 89000, Caracas and Venezuela

ISBN: 978-989-758-372-8

Keyword(s): Agile Methodologies, Big Data, Systematic Literature Review, Text Mining.

Abstract: The concept of Big Data is being used in different business sectors; however, it is not certain which methodologies and process models have been used for the development of these kind of projects. This paper presents a systematic literature review of studies reported between 2012 and 2017 related to agile and non-agile methodologies applied in Big Data projects. For validating our review process, a text mining method was used. The results reveal that since 2016 the number of articles that integrate the agile manifesto in Big Data project has increased, being Scrum the agile framework most commonly applied. We also found that 44% of articles obtained from a manual systematic literature review were automatically identified by applying text mining.

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Paper citation in several formats:
Quelal, R.; Mendoza, L.; Mendoza, L. and Villavicencio, M. (2019). Application of Methodologies and Process Models in Big Data Projects.In Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-758-372-8, pages 277-284. DOI: 10.5220/0007729602770284

@conference{iceis19,
author={Rosa Quelal. and Luis Eduardo Mendoza. and Luis Eduardo Mendoza. and Mónica Villavicencio.},
title={Application of Methodologies and Process Models in Big Data Projects},
booktitle={Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2019},
pages={277-284},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007729602770284},
isbn={978-989-758-372-8},
}

TY - CONF

JO - Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - Application of Methodologies and Process Models in Big Data Projects
SN - 978-989-758-372-8
AU - Quelal, R.
AU - Mendoza, L.
AU - Mendoza, L.
AU - Villavicencio, M.
PY - 2019
SP - 277
EP - 284
DO - 10.5220/0007729602770284

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