Data Visualization Techniques - Insights and Innovations: Exploring data visualization techniques for effectively communicating insights and patterns from complex datasets

Authors

  • Dr. Mohamed Azzouzi Associate Professor of Computer Science, Cadi Ayyad University, Morocco Author

Keywords:

Data visualization, insights

Abstract

Data visualization plays a crucial role in understanding complex datasets, enabling insights that are otherwise challenging to uncover. This paper explores various data visualization techniques, ranging from traditional methods to innovative approaches, to effectively communicate insights and patterns from complex datasets. The study discusses the principles behind effective data visualization and highlights the importance of choosing the right visualization techniques based on the nature of the data and the intended audience. Additionally, it examines recent innovations in data visualization tools and technologies, including interactive and dynamic visualizations, to enhance the user's ability to explore and interpret data effectively. The paper concludes with a discussion on the future trends and challenges in data visualization, emphasizing the continuous evolution of techniques to handle increasingly large and complex datasets.

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References

Sadhu, Ashok Kumar Reddy, et al. "Enhancing Customer Service Automation and User Satisfaction: An Exploration of AI-powered Chatbot Implementation within Customer Relationship Management Systems." Journal of Computational Intelligence and Robotics 4.1 (2024): 103-123.

Tatineni, Sumanth. "Applying DevOps Practices for Quality and Reliability Improvement in Cloud-Based Systems." Technix international journal for engineering research (TIJER)10.11 (2023): 374-380.

Perumalsamy, Jegatheeswari, Muthukrishnan Muthusubramanian, and Selvakumar Venkatasubbu. "Actuarial Data Analytics for Life Insurance Product Development: Techniques, Models, and Real-World Applications." Journal of Science & Technology 4.3 (2023): 1-35.

Devan, Munivel, Lavanya Shanmugam, and Manish Tomar. "AI-Powered Data Migration Strategies for Cloud Environments: Techniques, Frameworks, and Real-World Applications." Australian Journal of Machine Learning Research & Applications 1.2 (2021): 79-111.

Selvaraj, Amsa, Chandrashekar Althati, and Jegatheeswari Perumalsamy. "Machine Learning Models for Intelligent Test Data Generation in Financial Technologies: Techniques, Tools, and Case Studies." Journal of Artificial Intelligence Research and Applications 4.1 (2024): 363-397.

Katari, Monish, Selvakumar Venkatasubbu, and Gowrisankar Krishnamoorthy. "Integration of Artificial Intelligence for Real-Time Fault Detection in Semiconductor Packaging." Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online) 2.3 (2023): 473-495.

Tatineni, Sumanth, and Naga Vikas Chakilam. "Integrating Artificial Intelligence with DevOps for Intelligent Infrastructure Management: Optimizing Resource Allocation and Performance in Cloud-Native Applications." Journal of Bioinformatics and Artificial Intelligence 4.1 (2024): 109-142.

Prakash, Sanjeev, et al. "Achieving regulatory compliance in cloud computing through ML." AIJMR-Advanced International Journal of Multidisciplinary Research 2.2 (2024).

Venkataramanan, Srinivasan, et al. "Leveraging Artificial Intelligence for Enhanced Sales Forecasting Accuracy: A Review of AI-Driven Techniques and Practical Applications in Customer Relationship Management Systems." Australian Journal of Machine Learning Research & Applications 4.1 (2024): 267-287.

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Published

10-04-2024

How to Cite

[1]
Dr. Mohamed Azzouzi, “Data Visualization Techniques - Insights and Innovations: Exploring data visualization techniques for effectively communicating insights and patterns from complex datasets”, Australian Journal of Machine Learning Research & Applications, vol. 4, no. 1, pp. 199–208, Apr. 2024, Accessed: Nov. 24, 2024. [Online]. Available: https://sydneyacademics.com/index.php/ajmlra/article/view/96

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