Redirigiendo al acceso original de articulo en 18 segundos...
Inicio  /  Administrative Sciences  /  Vol: 14 Par: 4 (2024)  /  Artículo
ARTÍCULO
TITULO

Adopting Artificial Intelligence Technology for Network Operations in Digital Transformation

Seoungkwon Min and Boyoung Kim    

Resumen

This study aims to define factors that affect Artificial Intelligence (AI) technology introduction to network operations and analyze the relative importance of such factors. Based on this analysis of critical factors, a rational decision-making framework is suggested to promote network operations with AI technology. As affecting factors were derived based on related previous studies, the study model was designed to consist of 22 attribute factors under 6 key factors: relative advantage, compatibility, top management support, organizational readiness, competitive pressure, and cooperative relation. The questionnaire was designed and analyzed using the Delphi method and Analytics Hierarchy Process (AHP) method based on the Technology?Organization?Environment (TOE) framework. To collect data, a survey was conducted among 30 experts in network operations and AI. The importance of attribute factors was in the order of ?goals and strategies?, ?commitment of resources?, ?leadership competency?, ?financial readiness?, and ?technology readiness?. As the importance of factors was analyzed comparatively between the demander group and provider group, organizational factors were important in the demander group. In contrast, technological factors were important in the provider group. In conclusion, there was a difference in perspectives between demanders and providers regarding adopting AI technology to network operations.

 Artículos similares

       
 
Ana Aleksic Miric, Marina Petrovic, Zorica Anicic    
Research Question: This paper explores factors that drive innovativeness of social enterprises in Serbia. Motivation: Social enterprises are gaining importance on global scale, being recognized for their potential to respond to both economic and social c... ver más
Revista: Management

 
Veljko Marinkovic, Darko Dimitrovski, Vladimir Senic    
Research question: The aim of the paper is to identify the statistically significant drivers for gold panning revisit intention at the River Pek in Serbia as one of the key factors in determining a positive effect on the destination?s economic sustainabi... ver más
Revista: Management

 
Katarina Njegic, Ines Djokic, Vesna Milanovic    
Research Question: This paper investigates whether the Narver and Slater?s market orientation scale (MKTOR scale) is reliable, valid and applicable in the Serbian exporters? context. Motivation: Previous studies that examined the applicability of the MKT... ver más
Revista: Management

 
Ivan Wallan Tertuliano, Eric Matheus Rocha Lima, Vivian Oliveira, Bruna Alves Santana, Vladan Pavlovic, Afonso Antonio Machado    
Research Question: the paper investigates the influence of the size of the squad and the club's expenditures on football in the final classification in seasons 2008 to 2016 of the first division of the Brazilian Football League (Serie A). Motivation: Con... ver más
Revista: Management

 
Huseyin Avunduk     Pág. 20 - 33
Today, manufacturing industries are trying to maintain and increase their competitiveness in an environment where constantly changing uncertainty prevails. The industry is increasingly searching for new technology to respond quickly and at low cost to fl... ver más