Key Factors Identification and Path Selection of Enterprise Digital Transformation under Multicriteria Interaction

Abstract

Enterprise digital transformation is a must-go phase in today’s market, for both large and small businesses. This is determined by the development of the market economy and people’s consumption concept. However, enterprises will face many challenges and factors in the process of digital transformation. For enterprise managers, it is more difficult to deal with these complex data and factors. Moreover, the digital transformation of enterprises needs to consider more development goals. For small businesses, the digital transformation of a business is even more difficult. This requires a full understanding of the key factors and development paths of the enterprise in the process of enterprise digital transformation. If the key factors of the enterprise and the reasonable development path of the enterprise cannot be fully grasped in the process of digital transformation of the enterprise, it will easily lead to the failure of the transformation of the enterprise. Therefore, in the process of enterprise transformation, it is necessary to fully consider the key factors faced by the enterprise and the reasonable development path of the enterprise. This study uses the multicriteria optimization algorithm and ConvLSTM method to study the key factors and paths in the digital transformation of enterprises. The research results show that the multicriteria optimization algorithm can efficiently handle multiple development goals in the digital transformation of enterprises, and the ConvLSTM algorithm can also accurately predict the key factors in the digital transformation of enterprises.

An Analysis of the Path of Digital Transformation of Knowledge in Higher Education

“…First, the digitization cognition in the construction of higher education knowledge should be enhanced. This includes two aspects: one is to improve the digital understanding of textbook writers, that is, to strengthen their digital understanding in the writing process; the second is to strengthen the cultivation of digital concepts for textbook users, including teachers and students [4] . Specifically, both teachers and students should gradually get used to learning without paper books and make use of digital resources such as electronic devices and specialized reading tools to acquire knowledge [5] .…”

Path optimization of enterprise economic management system in digital transformation

“…Digitization has brought a new context, and the traditional economic management system can no longer function efficiently in the context of big data [1][2]. With the continuous maturity of the economic environment and the rapid development of information technology, there are more and more enterprises have begun to use digital means to carry out business process control and economic management [3]. Digital economic management system is an integral part of the digital transformation of enterprises, the essence of which is to use digitalization, big data, and other advanced technologies to reshape the traditional economic management system and help enterprises operate soundly [4][5][6].…”