phd research proposal should be written in such a way that it makes a positive and powerful first impression about your potential to become a good researcher and allows the university to assess whether you are a good match for the mentors or supervisors and their areas of research expertise. Check out the scope for future research proposal topics in big data 2023 - https://rb.gy/6yoy0

1. RECENT RESEARCH
PROBLEMS AND SCOPE
FOR FUTURE RESEARCH
PROPOSAL TOPICS IN BIG
DATA 2023
An Academic presentation by
Dr. Nancy Agnes, Head, Technical Operations, Phdassistance
Group www.phdassistance.com
Email: info@phdassistance.com

2. Introduction
• In the realm of big data, several recent research
problems have emerged, offering exciting
opportunities for future research proposals.
• Here are a few potential topics for PhD research
proposals in big data for 2023:
contd..
.

3. Privacy-preserving Techniques in Big Data:
• With the increasing concerns surrounding data privacy, there is a need for innovative approaches to
protect sensitive information while still extracting valuable insights from large datasets.
• Research proposal examples can focus on developing advanced privacy-preserving techniques,
such as differential privacy or secure multi-party computation, to ensure data privacy in big data
applications.
Explainable Artificial Intelligence (AI) in Big Data Analytics:
• As AI algorithms become more complex and data-driven, ensuring transparency and interpretability
becomes crucial.
• The importance of the research proposal can explore methods to make AI models in big data
analytics explainable, enabling users to understand the reasoning behind the generated insights and
building trust in AI-driven decision-making processes.
contd..
.

4. Real-time Analytics and Stream Processing:
• As data generation rates continue to escalate, the ability to process and analyze data in real time
becomes vital.
• Future research can focus on developing efficient stream processing techniques and Engineering &
Technology algorithms that can handle massive data streams, enabling timely insights and
immediate responses to dynamic data changes.
Big Data Quality and Data Cleansing:
• Big data often suffer from quality issues, including noise, inconsistencies, and missing values.
• Research proposal writing services can delve into data cleansing techniques specifically designed
for big data, exploring automated methods for identifying and rectifying data quality issues and
ensuring the reliability and accuracy of big data analytics.
contd..
.

6. Big Data Integration and Fusion:
• With the proliferation of heterogeneous data sources, integrating and
fusing diverse data types become essential for comprehensive
analysis.
• Future research can investigate techniques for integrating structured
and unstructured data, sensor data, social media data, and other forms
of big data to derive meaningful insights and uncover hidden patterns.
Big Data Governance and Ethics:
• As big data continues to impact various aspects of society, addressing
governance and ethical considerations become crucial.
• The research proposal can help develop frameworks and guidelines for
responsible data governance, ensure ethical use of big data, and address
potential biases and fairness issues.
contd..
.

7. Big Data in Healthcare:
• Healthcare generates vast amounts of data, ranging from electronic
health records to genomics data.
• Research design can explore the potential of big data analytics in
healthcare, such as personalized medicine, disease surveillance,
clinical decision support systems, and improving patient outcomes
through predictive analytics.
Big Data Visualization and Visual Analytics:
• With big data's sheer volume and complexity, effective visualization
techniques are crucial for meaningful interpretation.
• Future research can focus on developing innovative visual analytics tools
and techniques that enable users to explore and understand large-scale
datasets more intuitively and efficiently.
contd..
.

8. • This Literature review example for research proposal topics in big data offers a glimpse into the
diverse and evolving nature of the field.
• By addressing these challenges and exploring new frontiers, researchers can unlock the
potential of big data and contribute to its continued growth and impact across industries.

9. • PhD Assistance's expert team comprises devoted researchers who will go with you, think
from your experience, and discover potential research gaps for your Ph.D. research project.
• We ensure that you have a thorough grasp of the background and past research
conducted by other researchers, which will assist academics in identifying a research topic
and providing resources for constructing a compelling argument with their supervisor.
PhD Assistance

10. Contact Us
+44 7537144372
UNITED KINGDOM
+91-9176966446
EMAIL
INDIA
info@phdassistance.com