Creating value using Big Data Governance approach
Gavrilov, Pavel (2020)
Lataukset:
Gavrilov, Pavel
2020
All rights reserved. This publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited.
Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi:amk-202001311887
https://urn.fi/URN:NBN:fi:amk-202001311887
Tiivistelmä
This research is a case study which covers implementing Big Data Governance approach
in small-sized organization. The research is action research.
Case organization provides web-application based service for real estate operations and
has huge amount of data related to real estate properties and their usage. Main purpose of this research is to utilize this data using modern Big Data solutions for creating new value and insights. Another purpose of this research is to show how Data Governance is applicable to Big Data.
Theoretical framework of this research is based on Data Management Framework and
modern Big Data cloud solutions.
Implementation of this case study consists of two pilot projects with different technical approaches forming proof-of-concept for case organization. First pilot project used data about real estate properties. As a result of this pilot project, value to case organization’s customers was provided in form of new visual reports. Second pilot project used data from web applications usage logs. As a result, this pilot project generated new insights, which enriched further software development of case organization.
The research proved that modern Big Data solutions allow to process huge amounts of
data in small-sized organization without previous experience in this area. Also, the research indicates importance of Data Governance especially in manipulating Big Data.
In the end of this research theoretical framework is validated against the experience
gained from implementation phase. This comparison highlighted similarities of pilot projects despite differences in technical approaches. Finally, based on these similarities Data Governance Framework for Data Processing is formed.
in small-sized organization. The research is action research.
Case organization provides web-application based service for real estate operations and
has huge amount of data related to real estate properties and their usage. Main purpose of this research is to utilize this data using modern Big Data solutions for creating new value and insights. Another purpose of this research is to show how Data Governance is applicable to Big Data.
Theoretical framework of this research is based on Data Management Framework and
modern Big Data cloud solutions.
Implementation of this case study consists of two pilot projects with different technical approaches forming proof-of-concept for case organization. First pilot project used data about real estate properties. As a result of this pilot project, value to case organization’s customers was provided in form of new visual reports. Second pilot project used data from web applications usage logs. As a result, this pilot project generated new insights, which enriched further software development of case organization.
The research proved that modern Big Data solutions allow to process huge amounts of
data in small-sized organization without previous experience in this area. Also, the research indicates importance of Data Governance especially in manipulating Big Data.
In the end of this research theoretical framework is validated against the experience
gained from implementation phase. This comparison highlighted similarities of pilot projects despite differences in technical approaches. Finally, based on these similarities Data Governance Framework for Data Processing is formed.