A3 Book section, chapters in research books

Artificial Intelligence for Supply Chain Success in the Era of Data Analytics


Open Access publication

Publication Details
Authors: Awan Usama, Kanwal Narmeen, Alawi Suha, Huiskonen Janne, Dahanayake Ajantha
Editors of book: Hamdan, Allam; Hassanien, Aboul Ella; Razzaque, Anjum; Alareeni, Bahaaeddin
Edition name or number: 1
Publishing place: Germany
Publication year: 2021
Language: English
Title of parent publication: The Fourth Industrial Revolution: Implementation of Artificial Intelligence for Growing Business Success
Volume number: 935
ISBN: 978-3-030-62795-9
eISBN: 978-3-030-62796-6
JUFO-Level of this publication: 2
Open Access: Open Access publication
Location of the parallel saved publication: http://urn.fi/URN:NBN:fi-fe202102154811

Abstract

Nowadays,
artificial intelligence (AI) is becoming
a more effective digital domain promised to facilitate immediate access to
information and effective decision making in ever-increasing business environments.
The researchers understand the extensive use of artificial intelligence among firms
as an essential and necessary tool for shaping the future of supply chain 4.0
industry. This chapter discusses the role of AI applications for the success of
a supply chain in the big data era. From a holistic perspective, today,
manufacturers, particularly those with global operations and presence, are
under enormous pressure to keep up with the continuous growth of disruptive
innovative procurement models. This has open doors for the firms to
aggressively seek out big data management capabilities to improve operational
efficiencies and to innovate the process. This chapter provides a better
understanding related to the application of data analytics in the supply chain
context. The research issues are classified into different categories,
including big data management and machine learning, a business case for the
supply chain and innovation in supply using data. This study also present
machine learning data analysis steps.


Last updated on 2021-15-02 at 10:15