With the explosive development of mobile Internet technology, the organic integration of mobile Internet services and virtual organization knowledge sharing can promote the development of virtual organization knowledge sharing activities and the improvement of performance in multiple directions. In the era of knowledge economy, knowledge has become a key factor in production factors, but knowledge is highly dispersed. This paper analyzes the internal connection between virtual organizations and distributed databases, models and analyzes the knowledge sharing mechanism of virtual organizations, and expounds the role of mobile Internet as a knowledge field. Advantages, and then put forward the governance means and platform technology of virtual organization knowledge sharing in the mobile Internet scenario. This paper analyzes the work collaboration and knowledge sharing of different members of virtual organizations based on CORBA's distributed database, which reflects the distributed characteristics of knowledge, that is, the unification of knowledge dispersion and integration. Using the distributed object-oriented characteristics of CORBA, as well as the advantages of good cross-platform and expansibility, it can better solve a series of problems existing in the data distribution of large virtual organizations. The final results of the research show that, under the two different communication methods, the data transmission time increases with the increase of data, and the data transmission delay of CORBA is significantly lower than that caused by only using SOCKRT. The data delay ratio is 1.7ms, 2.9ms, 4.1ms, 5.3ms, 6.5ms, and the CORBA communication method can improve the efficiency of data transmission.