Data Science Methodologies: Current Challenges and Future Approaches

• Published in: Big data research Vol. 24; p. 100183
• Main Authors: Martinez, Iñigo, Viles, Elisabeth, G. Olaizola, Igor
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 15.05.2021
• Subjects: Big data; Data science; Data science methodology; Knowledge management; Organizational impacts; Project life-cycle; Data science; Big data; Project life-cycle; Knowledge management; Data science methodology; Organizational impacts

Data science has employed great research efforts in developing advanced analytics, improving data models and cultivating new algorithms. However, not many authors have come across the organizational and socio-technical challenges that arise when executing a data science project: lack of vision and c...