ISSN 2394-5125
 

Research Article 


MACHINE LEARNING BASED COGNITIVE DECISION MAKING IN THE AREA OF SMART CITY

Manish Kumar, Atul Prakash Prajapati, Sachin Bhardwaj, Praveen Kumar Raghuvanshi.

Abstract
All of us are living in the era of big data, where each and every device are generating data. It may be household appliances, the stock market, vehicles, power grids, banking sector, communication devices, healthcare appliances, social networking sites, news feeds, traffic management systems and all others. There is a need for handling and managing such a huge amount of data effectively and efficiently so that we can optimize the use of resources and services for providing a better and smart life to the people of our society. These three terms Big Data, IOT systems, Data Science and Analytics are buzz words and play an important role, as IOT systems connect devices and collect data and data science helps in exploring or in the mining of data for getting and drawing useful conclusions from data. Data Science uses machine learning algorithms that learn the behavior of users and systems and predict the future behavior. In this paper, we are proposing the role of machine learning techniques for cognitive decision-making that further helps in the better decision making and effective use of the resource. For the practical implementation of the concept, we have chosen "Smart City" as a domain.

Key words: Machine Learning Techniques, Cognitive Decision Making, Big Data, IOT Systems, Smart City


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by Manish Kumar
Articles by Atul Prakash Prajapati
Articles by Sachin Bhardwaj
Articles by Praveen Kumar Raghuvanshi
on Google
on Google Scholar


How to Cite this Article
Pubmed Style

Manish Kumar, Atul Prakash Prajapati, Sachin Bhardwaj, Praveen Kumar Raghuvanshi. MACHINE LEARNING BASED COGNITIVE DECISION MAKING IN THE AREA OF SMART CITY. JCR. 2020; 7(5): 1596-1602. doi:10.31838/jcr.07.05.273


Web Style

Manish Kumar, Atul Prakash Prajapati, Sachin Bhardwaj, Praveen Kumar Raghuvanshi. MACHINE LEARNING BASED COGNITIVE DECISION MAKING IN THE AREA OF SMART CITY. http://www.jcreview.com/?mno=97346 [Access: August 17, 2021]. doi:10.31838/jcr.07.05.273


AMA (American Medical Association) Style

Manish Kumar, Atul Prakash Prajapati, Sachin Bhardwaj, Praveen Kumar Raghuvanshi. MACHINE LEARNING BASED COGNITIVE DECISION MAKING IN THE AREA OF SMART CITY. JCR. 2020; 7(5): 1596-1602. doi:10.31838/jcr.07.05.273



Vancouver/ICMJE Style

Manish Kumar, Atul Prakash Prajapati, Sachin Bhardwaj, Praveen Kumar Raghuvanshi. MACHINE LEARNING BASED COGNITIVE DECISION MAKING IN THE AREA OF SMART CITY. JCR. (2020), [cited August 17, 2021]; 7(5): 1596-1602. doi:10.31838/jcr.07.05.273



Harvard Style

Manish Kumar, Atul Prakash Prajapati, Sachin Bhardwaj, Praveen Kumar Raghuvanshi (2020) MACHINE LEARNING BASED COGNITIVE DECISION MAKING IN THE AREA OF SMART CITY. JCR, 7 (5), 1596-1602. doi:10.31838/jcr.07.05.273



Turabian Style

Manish Kumar, Atul Prakash Prajapati, Sachin Bhardwaj, Praveen Kumar Raghuvanshi. 2020. MACHINE LEARNING BASED COGNITIVE DECISION MAKING IN THE AREA OF SMART CITY. Journal of Critical Reviews, 7 (5), 1596-1602. doi:10.31838/jcr.07.05.273



Chicago Style

Manish Kumar, Atul Prakash Prajapati, Sachin Bhardwaj, Praveen Kumar Raghuvanshi. "MACHINE LEARNING BASED COGNITIVE DECISION MAKING IN THE AREA OF SMART CITY." Journal of Critical Reviews 7 (2020), 1596-1602. doi:10.31838/jcr.07.05.273



MLA (The Modern Language Association) Style

Manish Kumar, Atul Prakash Prajapati, Sachin Bhardwaj, Praveen Kumar Raghuvanshi. "MACHINE LEARNING BASED COGNITIVE DECISION MAKING IN THE AREA OF SMART CITY." Journal of Critical Reviews 7.5 (2020), 1596-1602. Print. doi:10.31838/jcr.07.05.273



APA (American Psychological Association) Style

Manish Kumar, Atul Prakash Prajapati, Sachin Bhardwaj, Praveen Kumar Raghuvanshi (2020) MACHINE LEARNING BASED COGNITIVE DECISION MAKING IN THE AREA OF SMART CITY. Journal of Critical Reviews, 7 (5), 1596-1602. doi:10.31838/jcr.07.05.273