With the progress of society and economy, the development of big data is increasing, and big data itself represents massive data and rich memory knowledge, and big data is also a shortcut for disseminating information, but most of the big data is still traditional. Some methods are used for data dissemination, and now Artificial Intelligence (AI) technology is also very mature, and AI technology can also affect big data to a certain extent. The construction of network data system is inseparable from AI technology, and the control of big data also relies on AI. Through big data and artificial intelligence technology, the network data system is continuously improved to achieve efficient work of the system. Based on this, this paper introduces the introduction of artificial network analysis and big data image algorithms (BDIA) into AI. These algorithms are to a certain extent assist the analysis of big data mining (BDM). After they are clustered, the characteristic data is extracted, and then the connection between the two is established. The artificial neural network (ANN) and BDIA are more accurate, efficient and accurate.