Artificial Intelligence and Information System Resilience to Cope With Supply Chain Disruption

نویسندگان

چکیده

Artificial Intelligence (AI) as a technology has the potential to interpret and evaluate alternatives where multidimensional data are involved in dynamic situations such supply chain disruption. This article aims explore role of resilient information systems minimizing risk magnitude disruption operations. The is conducted qualitative mode through semistructured interview schedule for professionals chains. A thematic analysis been used create emerging categories. findings this present critical gaps current demonstrate how AI-oriented can facilitate ecosystem disrupted chains save costs drive efficiency on multiple parameters. also proposes conceptual framework organizational values architectural components be viewed jointly quick adequate business decisions complex uncertain disruptions. presents relationships among AI, systems, Installing appropriate AI-based acquisition, processing, self-training capabilities along with system infrastructure help organizations lessen impact while aligning transportation network ensuring geographically suitable cybersecurity. Finally, implications theory practice limitations scope future research described.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Designing Supply Chain Systems to Cope with Catastrophes

This paper asks whether technology supported business processes currently used in supply chain management systems (SCMS) are equipped for maintaining business activity in times of crisis. It considers how SCMS accommodate the attempts of Western governments to introduce initiatives for preserving the food supply during pandemics or any other catastrophic event when there is an actual or potenti...

متن کامل

Improve Supply Chain Resilience

Due to the global expansion of Company A's supply chain network, it is becoming more vulnerable to many disruptions. These disruptions often incur additional costs; and require time to respond to and recover from these disruptions. The base paper supply chain was identified as the most vulnerable area of the Company A Jurong and South & Southeast Asia Cluster supply chain; and a multi-stage sup...

متن کامل

A Fuzzy Based Decision Support System For Supply Chain Disruption Management

Among the supply chain risk types, disruptions that result from natural disasters, sanctions, transportation problems and equipment failure can seriously disrupt or delay the flow of material, information and cash. The aim of this research was to propose a hybrid model for disruption management, which is the process of achieving plans or strategies to reduce the expenses incurred by the disrupt...

متن کامل

Improving Supply Chain Resilience by Multi - Stage Supply Chain

Due to the global expansion of Company A's supply chain network, it is becoming more vulnerable to many disruptions. These disruptions often incur additional costs; and require time to respond to and recover from these disruptions. The base paper supply chain was identified as the most vulnerable area of the Company A Jurong and South & Southeast Asia Cluster supply chain; and a multi-stage sup...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Transactions on Engineering Management

سال: 2022

ISSN: ['0018-9391', '1558-0040']

DOI: https://doi.org/10.1109/tem.2021.3116770