Knowledge Based Intelligent Business Ecosystem Evolution System Research

In every corner of the world, the rate of evolution is go by like the wind.with the pace of economic globalization, the development of commercial activities and the increase of science and technology, new technology, new changes in the macro environment, the behavior of customers gradually invaded the traditional business, the understanding of the industry is experiencing the industrial chain, industrial network, business (product) development of ecological industry in three stages. Business ecosystem theory can be more in-depth analysis of the industrial system evolution and the interaction or value distribution relationship for members of the unit within the industry from the point of view of organization,how to make use of external resources to create value, has become the focus of people’s attention.Nowadays, the society is often more complex community of interests,enterprises need to constantly development, flexible to adapt to changes in the external environment of the business model,the future development trend of the business model is to establish a co evolution of the business ecosystem,the competition among enterprises will gradually evolved into the competition of ecological system.In the business model, few studies based on business ecosystem. So this research has certain theory significance and the practical significance.In this paper, through the study of the theory of business ecosystem based,further study on business ecosystem is a new business model,try to make a new theoretical guidance on business ecosystem evolution of business ecosystem is a new business model.This paper first introduces the research background and significance of the research,briefly introduce the research status at home and abroad, the advantages and disadvantages of the business ecosystem were discussed.Secondly, by reading a lot of literature, on the business ecosystem are studied in detail.Through a detailed analysis of the business ecosystem of some knowledge, some improvement is made for the existing business ecosystem.Which leads to the central idea of this article, that is based on the knowledge of the business ecosystem.Finally proposed the model of intelligent business ecosystem based on knowledge, further study of the business ecosystem.Business ecosystem has become a hot issue.of course, the business ecosystem can not always remain unchanged.So how can we strengthen the development of the business ecosystem, and promote the development of the business ecosystem has caused the attention of people.Based on the evolution of business ecosystem intelligent knowledge is the focus of this study.Through a combination of a detailed study of the ecological system and the reality of life in commercial operation mode, this article intends to from the recommendation technology up to improve the business ecosystem, to achieve the intelligent evolution of the business ecosystem role.Through a careful study of the business ecosystem intelligent recommendation model, found the recommendation technologies have their advantages and disadvantages, especially based on content recommendation technology and based on collaborative filtering recommendation technology in a certain extent there is a cold start problem, thus creating the bad recommendation results, to the customer provide unsatisfactory results..The recommendation technology save the cold start problem start, theoretically solves the these recommendations on the cold start problem, the evolution of business ecosystem intelligence has made a new step.