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7BDIN006W.1 Big Data Theory and Practice
Let's review the presentation's contents briefly.
Big data, characterized by vast and continually expanding volumes, plays a pivotal role in the marketing industry's
pursuit of enhancing supply chain efficiency. This study focuses on analyzing Tesco's utilization of big data,
examining its applications, development strategies, solutions, and addressing concerns related to data privacy.
(Source: forbes.com)
The project integrates Big Data into
marketing, employing data analytics to
facilitate various activities and roles using
advanced technologies (Bag, 2021).
This approach enhances execution and
delivery of system features, with a focus on
customer retention and other associated
functions.
Publication Trend of Big Data Analytics
Year
Number
of
Publications
• Enhancing Customer
Engagement
• Marketing Prediction Analytics
• Optimizing Stock Counting
( Tailoring tool selection to address internal
bottlenecks, streamlining processes, and ensuring
seamless marketing strategy execution )
• Data Sources
• Data Storage
• Data Mining,
• Data Analytics
• Data Visualization
• IBM Analytics Integration
• Harnessing the Power of
Hadoop
• Maximizing Impact with IBM Analytics
Leveraging IBM Analytics to enhance online
visibility, optimize digital strategies, and create
a more impactful online presence
2. Revamping In-Store Experience
Using IBM Analytics to improve in-store layouts,
elevate customer experience, and implement
data-driven insights for efficient retail space
utilization.
1.Data-Driven Price Optimization
Leveraging big data technologies for
dynamic pricing to boost organizational
margins.
2. Big Data's Impact on Food Industry
Recognizing its significance, food companies
invest 35.8 billion pounds for sustained
growth (Ncbi.nlm.nih.gov, 2023).
•
•
•
**Companies employing big data analytics must adhere to the General
Data Protection Regulation (GDPR) to mitigate cyber attacks and
hacking risks.**
The extensive data collected empowers SMEs and
large enterprises, fostering visibility and effective
customer recognition.
Adhering to data privacy regulations becomes
pivotal, aiding the industry in gaining retail
customer trust and ensuring a positive customer
experience (Bhattarai et al., 2019).
Data Statistic 2019
AND ROI
The study concludes that the Marketing
industry stands to gain significantly from
adopting big data technologies. Focused
on applications, development, solutions,
and data privacy, it also underscores the
importance of data privacy regulations and
governance for maintaining legal
compliance within the organization.
Big Data Implementation Insights:
• De Vass, T., Shee, H. and Miah, S.J., 2021. IoT
in supply chain management: Opportunities
and challenges for businesses in early
industry 4.0 context. Operations and Supply
Chain Management: An International Journal,
14(2), pp.148-161.
• Ncbi.nlm.nih.gov, 2023. Application Research:
Big Data in Food Industry. Available at:
https://www.ncbi.nlm.nih.gov/pmc/articles/P
MC8467977/ [Accessed on: 26.11.2023]
• Urbinati, A., Bogers, M., Chiesa, V. and Frattini,
F., 2019. Creating and capturing value from
Big Data: A multiple-case study analysis of
provider companies. Technovation, 84, pp.21-
36.
• Bag, S., Pretorius, J.H.C., Gupta, S. and
Dwivedi, Y.K., 2021. Role of institutional
pressures and resources in the adoption of
big data analytics powered artificial
intelligence, sustainable manufacturing
practices and circular economy capabilities.
Technological Forecasting and Social
Change, 163, p.120420.
• Bhattarai, B.P., Paudyal, S., Luo, Y.,
Mohanpurkar, M., Cheung, K., Tonkoski, R.,
Hovsapian, R., Myers, K.S., Zhang, R., Zhao,
P. and Manic, M., 2019. Big data analytics in
smart grids: state‐of‐the‐art, challenges,
opportunities, and future directions. IET
Smart Grid, 2(2), pp.141-154.
• Wachter, S. and Mittelstadt, B., 2019.
A right to reasonable inferences: re-
thinking data protection law in the
age of big data and AI. Colum. Bus.
L. Rev., p.494.
• White, E.L., Thomasson, J.A.,
Auvermann, B., Kitchen, N.R.,
Pierson, L.S., Porter, D., Baillie, C.,
Hamann, H., Hoogenboom, G.,
Janzen, T. and Khosla, R., 2021.
Report from the
conference,‘identifying obstacles to
applying big data in agriculture’.
Precision Agriculture, 22, pp.306-
315.
studentt id sabki

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7BDIN006W_BDTP_GP11_Group2_Assessment003–Presentation_Coursework.pptx

  • 1. 7BDIN006W.1 Big Data Theory and Practice
  • 2.
  • 3. Let's review the presentation's contents briefly.
  • 4. Big data, characterized by vast and continually expanding volumes, plays a pivotal role in the marketing industry's pursuit of enhancing supply chain efficiency. This study focuses on analyzing Tesco's utilization of big data, examining its applications, development strategies, solutions, and addressing concerns related to data privacy. (Source: forbes.com)
  • 5. The project integrates Big Data into marketing, employing data analytics to facilitate various activities and roles using advanced technologies (Bag, 2021). This approach enhances execution and delivery of system features, with a focus on customer retention and other associated functions. Publication Trend of Big Data Analytics Year Number of Publications
  • 6. • Enhancing Customer Engagement • Marketing Prediction Analytics • Optimizing Stock Counting ( Tailoring tool selection to address internal bottlenecks, streamlining processes, and ensuring seamless marketing strategy execution ) • Data Sources • Data Storage • Data Mining, • Data Analytics • Data Visualization • IBM Analytics Integration • Harnessing the Power of Hadoop
  • 7. • Maximizing Impact with IBM Analytics Leveraging IBM Analytics to enhance online visibility, optimize digital strategies, and create a more impactful online presence 2. Revamping In-Store Experience Using IBM Analytics to improve in-store layouts, elevate customer experience, and implement data-driven insights for efficient retail space utilization. 1.Data-Driven Price Optimization Leveraging big data technologies for dynamic pricing to boost organizational margins. 2. Big Data's Impact on Food Industry Recognizing its significance, food companies invest 35.8 billion pounds for sustained growth (Ncbi.nlm.nih.gov, 2023).
  • 9.
  • 10. **Companies employing big data analytics must adhere to the General Data Protection Regulation (GDPR) to mitigate cyber attacks and hacking risks.** The extensive data collected empowers SMEs and large enterprises, fostering visibility and effective customer recognition. Adhering to data privacy regulations becomes pivotal, aiding the industry in gaining retail customer trust and ensuring a positive customer experience (Bhattarai et al., 2019). Data Statistic 2019 AND ROI
  • 11.
  • 12. The study concludes that the Marketing industry stands to gain significantly from adopting big data technologies. Focused on applications, development, solutions, and data privacy, it also underscores the importance of data privacy regulations and governance for maintaining legal compliance within the organization. Big Data Implementation Insights:
  • 13. • De Vass, T., Shee, H. and Miah, S.J., 2021. IoT in supply chain management: Opportunities and challenges for businesses in early industry 4.0 context. Operations and Supply Chain Management: An International Journal, 14(2), pp.148-161. • Ncbi.nlm.nih.gov, 2023. Application Research: Big Data in Food Industry. Available at: https://www.ncbi.nlm.nih.gov/pmc/articles/P MC8467977/ [Accessed on: 26.11.2023] • Urbinati, A., Bogers, M., Chiesa, V. and Frattini, F., 2019. Creating and capturing value from Big Data: A multiple-case study analysis of provider companies. Technovation, 84, pp.21- 36. • Bag, S., Pretorius, J.H.C., Gupta, S. and Dwivedi, Y.K., 2021. Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities. Technological Forecasting and Social Change, 163, p.120420. • Bhattarai, B.P., Paudyal, S., Luo, Y., Mohanpurkar, M., Cheung, K., Tonkoski, R., Hovsapian, R., Myers, K.S., Zhang, R., Zhao, P. and Manic, M., 2019. Big data analytics in smart grids: state‐of‐the‐art, challenges, opportunities, and future directions. IET Smart Grid, 2(2), pp.141-154. • Wachter, S. and Mittelstadt, B., 2019. A right to reasonable inferences: re- thinking data protection law in the age of big data and AI. Colum. Bus. L. Rev., p.494. • White, E.L., Thomasson, J.A., Auvermann, B., Kitchen, N.R., Pierson, L.S., Porter, D., Baillie, C., Hamann, H., Hoogenboom, G., Janzen, T. and Khosla, R., 2021. Report from the conference,‘identifying obstacles to applying big data in agriculture’. Precision Agriculture, 22, pp.306- 315.