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A Review on Diverse Applications of Case-Based Reasoning

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Advances in Computing and Intelligent Systems

Part of the book series: Algorithms for Intelligent Systems ((AIS))

Abstract

No technological area in the world has been spared from the successful and loud expressions of Artificial Intelligence. With the high-speed development in the Artificial Intelligence, one of its derivatives, the Case-Based Reasoning has also tried to match its pace on the accelerating pathway of the technological world. The Case-Based Reasoning, has marked its existence in the field of decision-making in diverse areas, with a standing success rate. Case based reasoning (CBR) is the technique, which involves the process of solving new problems based on the solutions of similar past problems, i.e., it works on the basis of previously experienced and stored problem-solution case set. Retrieve, Reuse, Revise, and Retain are the four key steps involved in the CBR process to solve or predict an optimal solution for new problems or cases. Here, in this paper, the Technical Platform of Case-Based Reasoning has been explored to provide an insight into the technology. Then, a review on its application in different areas like medical diagnosis, industrial applications, e-learning systems, judicial system has been reviewed to find the influence of the technology on the entire technological world. The future direction and the merger of the case-based reasoning for its enhancement in other areas is also suggested.

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Author information

Authors and Affiliations

  1. St. Xavier’s College, Jaipur, Rajasthan, India

    Madhu Sharma

  2. Swami Keshvanand Institute of Technology, Management and Gramothan, Jaipur, Rajasthan, India

    Cmaune Sharma

Authors
  1. Madhu Sharma
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  2. Cmaune Sharma
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Corresponding author

Correspondence to Madhu Sharma .

Editor information

Editors and Affiliations

  1. Rajasthan Technical University, Kota, Rajasthan, India

    Harish Sharma

  2. University of Southern Denmark, Odense, Denmark

    Kannan Govindan

  3. Amity University, Jaipur, Rajasthan, India

    Ramesh C. Poonia

  4. Amity University, Jaipur, Rajasthan, India

    Sandeep Kumar

  5. University of Bahrain, Zallaq, Bahrain

    Wael M. El-Medany

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Sharma, M., Sharma, C. (2020). A Review on Diverse Applications of Case-Based Reasoning. In: Sharma, H., Govindan, K., Poonia, R., Kumar, S., El-Medany, W. (eds) Advances in Computing and Intelligent Systems. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-15-0222-4_48

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