Abstract
Manuscript management plays an important role in the whole periodical industry. Journals and magazine society receive different types of contribution documents from all over the world. Many submission files are mostly transmitted by e-mail, but there are some hidden disadvantages in e-mail. In view of this situation, this paper studies the establishment and optimization simulation of manuscript management system based on fuzzy genetic neural network (FGNN). On the basis of genetic neural network, combined with the advantages of FNN neural network algorithm, a FGNN structure is established to optimize the system, which is helpful to the learning and expression ability of the whole system. The results show that the FGNN can extract and express the structured data, and the submission management system runs faster. Then, UML modeling and PHP framework are used to realize the design and establishment of the system, and the simulation model of contribution system is constructed. The innovation of this study is to combine genetic neural network with FNN neural network, which can query, manage, and classify manuscripts quickly. It also improves the complex submission system and optimizes the submission process. The whole journal editing work has been effectively improved.
Highlights
As one of the important tools to publicize cultural and scientific information, journal manuscripts have always been in a very popular position in the process of knowledge dissemination and cultural innovation [1]
With the progress of science and technology and the development of computer science, people’s demand for contributions has gradually become higher and higher. e traditional way of contribution has a certain degree of backwardness, which is not helpful to the editing and management of the whole manuscript [5, 6]. is way leads to the decrease of the work efficiency of journal editors, magazines, and other organizations, and the information can not be obtained and used at the first time, seriously hindering the dissemination and development of information resources [7]
Simulation Results Analysis of Manuscript Management System Optimization Based on unified modeling language (UML) Modeling
Summary
As one of the important tools to publicize cultural and scientific information, journal manuscripts have always been in a very popular position in the process of knowledge dissemination and cultural innovation [1]. Is way leads to the decrease of the work efficiency of journal editors, magazines, and other organizations, and the information can not be obtained and used at the first time, seriously hindering the dissemination and development of information resources [7]. This kind of information lag and poor compatibility situation can not meet the rapid development of information society. How to change the time of manuscript acquisition and review and improve work efficiency is a problem that every journal editing department needs to face [8]. It can release most journal workers from useless repetitive work and have more time to deal with other work [12]
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