Air Cargo Management Report: Impact of AI and ML on Aviation Industry

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Added on  2022/08/15

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This report examines the integration of Artificial Intelligence (AI) and Machine Learning (ML) within the air cargo and airline industries. It analyzes a video discussing how AI and ML can enhance various aspects, including operational efficiency, cost reduction, and passenger experience. The report highlights how AI can streamline operations, reduce maintenance costs, and improve predictive analysis for enhanced security. Furthermore, it explores the potential of AI to personalize customer services, optimize ground operations, and increase overall customer satisfaction and loyalty. The report concludes with a managerial perspective, emphasizing the benefits of AI implementation for improved services, reduced costs, and increased stakeholder value in the customer-centric airline sector. The report references several academic sources, including Chen & Liu (2018), Li & Du (2017), and Thrall et al. (2018). The report is available on Desklib, a platform offering AI-based study tools and resources for students.
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Running head: Air Cargo Management
Air Cargo Management
Name of the Student:
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1AIR CARGO MANAGEMENT
Air Cargo Management
The world has changed a lot in the past few decades. New technologies have come into
existence which ahs over power the existing technologies. With the globalization of business, the
need for the travel has increased as well, which in turn has increased our needs to travel across
the world. Here, we will discuss about certain technologies that are meant to enhance airline and
air cargo system.
Title of the video:
How can AI and ML Help the Aviation Industry?
Link to the video: https://www.youtube.com/watch?v=8U6OIeVZHC4
Synopsis:
In this video, Alp Alim, the Director of Technology, says that the entire aviation industry
will be affected positively by the implementation of the Artificial Intelligence and Machine
Learning techniques. He says that the safety, efficiency, cost reduction and passenger experience
can be enhanced with the use of this technology.
He says that the operations can be made smooth, simple and seamless with the usage of
the machine learning and Artificial Intelligence technology. The cost of tickets will gradually be
lesser once the technology will be implemented. The maintenance charges of the AI devices are
much compared to the other technologies. Thus with the implementation of AI and ML will
reduces the overall cost of maintenance in the aviation sector.
AI uses predictive analysis for enhancement of the security in the aviation industry. The
faults that can disrupt the activities of the flight can be prevented with advanced techniques used
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2AIR CARGO MANAGEMENT
by machine learning. AI identifies the disputes of a system from beforehand and makes sure they
are well tended. The passenger experience can be improved by reducing the waiting time and
providing seamless services with the help of the Machine Learning techniques.
Interesting facts:
From the video, certain important and interesting points have been understood regarding
the technologies that help in the enhancement of the services in the aviation industry.
AI helps in improvement of the passenger services. It can help in analyzing the
preferences of the customer based on their online activities for booking air tickets and others.
The ground time required for operations can be reduced with the proper usage of AI in
aviation. With the reduced operation time, the efficiency increases.
With the reduced cost of maintenance and operation the ticket prices reduces as well.
The customer satisfaction and loyalty increases there too.
As a manger, I will really appreciate the idea of applying this technology in my airline
services as well. This is because; the airline industry is a customer centric industry. With the help
of the Artificial Intelligence, the experience of the customer increases. This results in the better
services to the customer. This is ultimately is a profit for the business. The reduced cost of
maintenance is another way in which the company can benefit with the technology. thus
implementation of the machine learning and AI in Our Airline services will be effective and
efficient for the company as well as its stakeholders.
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3AIR CARGO MANAGEMENT
References:
Chen, Z., & Liu, B. (2018). Lifelong machine learning. Synthesis Lectures on Artificial
Intelligence and Machine Learning, 12(3), 1-207.
Li, D., & Du, Y. (2017). Artificial intelligence with uncertainty. CRC press.
Link to the video: https://www.youtube.com/watch?v=8U6OIeVZHC4
Thrall, J. H., Li, X., Li, Q., Cruz, C., Do, S., Dreyer, K., & Brink, J. (2018). Artificial
intelligence and machine learning in radiology: opportunities, challenges, pitfalls, and
criteria for success. Journal of the American College of Radiology, 15(3), 504-508.
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