Abstract
Improving enterprises' independent innovation capability is critical to improving their competitive strength, industries' independent innovation capability, industries' international competitiveness, and countries' independent innovation capability, as well as building an innovative country. It is now the era of strategic innovation. Many growing businesses are focused on strategic innovation, but they overlook the issue of ensuring that strategic innovation is implemented. Management and innovation are perennial themes in the long-term development of businesses. The most pressing issue in enterprises' strategic innovation activities is how to combine their strategic direction with their superior ability and choose a strategic innovation path that is appropriate for their development. This paper uses data mining theory to establish the K-means clustering algorithm to identify the best strategic orientation of enterprise innovation strategic direction selection based on the existing advantages and capabilities of enterprises based on the analysis of the direction of enterprise strategic innovation.
Highlights
Nowadays, society is developing rapidly and the competitive environment is fierce. e key to how enterprises can grow reversely in this environment lies in innovation
In the enterprise strategic innovation model studied in this paper, enterprises innovate on the basis of their own inherent strategies. rough the K-means algorithm, enterprises can find the best way for enterprise innovation, and through repeated iterations, they can find out the strategic innovation points gradually clear in the process of clustering so as to determine the optimal direction of enterprise strategic innovation
Enterprise strategic innovation capability is a capability system aiming at providing strategic innovation
Summary
Society is developing rapidly and the competitive environment is fierce. e key to how enterprises can grow reversely in this environment lies in innovation. Computational Intelligence and Neuroscience identifying and cultivating strategic innovation ability are all things that businesses must do In this way will we be able to effectively implement strategic innovation and, as a result, create a continuous competitive advantage, allowing businesses to grow sustainably in the market [7]. E K-means algorithm is used to build a clustering mining model in this paper It has been successfully used in practice to evaluate mining results, form knowledge, and promote the development of a company’s strategic innovation capability. In the original sense of innovation, technological innovation is the commercial application of scientific and technological achievements, and this process should be mainly completed by enterprises It is the main body of the market economy and the main body of technological innovation [9]. It is verified that the algorithm is suitable for the research of this paper, which can better reflect the characteristics of the data in this paper, and the model is successfully applied to the analysis of strategic innovation capability of enterprises
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