6533b7d8fe1ef96bd126ab6c

RESEARCH PRODUCT

The Impact of Big Data and Knowledge Management on R&D Projects from Automotive Industry

Claudiu Vasile KiforSergiu Stefan NicolaescuHoraźiu Constantin Palade

subject

Knowledge managementOrder (exchange)Computer sciencebusiness.industryBig dataAutomotive industrybusiness

description

The automotive industry is becoming increasingly innovative, generating data of massive dimensions during development. The paper analyzes the impact of Big Data on the automotive industry and presents a detailed study on the current and future contribution that Big Data has on the performance of organizations. As an original solution, the paper analyses the mapping of Knowledge Management and Big Data in R&D projects from Automotive Industry. Main contributions of the research are the creation and study of a model comprising the activities that should be performed inside an automotive organization for Big Data projects. The paper presents an applicative mathematical paradigm for pilot projects in order to have a positive ROI Return of Interest and enhance their success rate. The methodologies used during research were bibliographic research, mathematical modeling, interviews and an observational study in a top-tier automotive organization.

yearjournalcountryeditionlanguage
2015-01-01
https://doi.org/10.1007/978-3-319-25159-2_17