2025 Vol.8 Oct.N05

• Title: Research on Quality Optimization of Business Graduation Thesis Based on AI-assisted Writing and Big Data Analysis
• Name: Qi Xie
• Company: Zhengzhou Sias University，Zhengzhou, 451150 China
• Abstract:

  As an important carrier to test students' comprehensive quality and academic ability, the quality of graduation thesis is not only related to students' personal career development prospects, but also has a far-reaching impact on the improvement of business talent training system. In this paper, the quality optimization of business graduation thesis based on AI-assisted writing and big data analysis is proposed. This paper analyzes the core concepts of AI-assisted writing and big data analysis, and points out that AI-assisted collaboration provides intelligent support for the whole collaboration process with basic model and vertically optimized hierarchical architecture. It is pointed out that the complexity of the current business environment drives the innovation of paper topic selection, and it is also clear that high-quality papers can reflect efficient academic insight. In meeting the demands of students' career development, thesis writing can exercise knowledge transfer and comprehensive literacy. On this basis, the quality optimization path of business graduation thesis is put forward, with the help of big data mining and AI intelligent screening to achieve accurate positioning of topic selection, and with AI writing assistance and big data materials to support content creation. Using AI to realize intelligent evaluation and real-time feedback, and using big data to help continuous improvement and dynamic optimization, a virtuous circle is formed to improve the overall quality of papers, so as to promote the development of business education.

  
  

• Keyword: AI-assisted writing; Big data analysis; Business graduation thesis; Quality optimization;
• DOI: 10.12250/jpciams2025091014
• Citation form: Qi Xie.Research on Quality Optimization of Business Graduation Thesis Based on AI-assisted Writing and Big Data Analysis[J]. Computer Informatization and Mechanical System,2025,Vol.8,pp.

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