Journal of Research in Multidisciplinary Methods and Applications

Pathways for Research and Education in Engineering: A Case Study of Zunyi Normal University

2025-10-23T11:04:53+00:00

Under the "Three-Aspect Education" framework, the significance of research-oriented education in engineering disciplines has become increasingly prominent. Given that Guizhou's local universities' engineering programs primarily enroll students from within the province and focus on supporting regional economic development, their research-driven educational approach holds particular importance. These institutions should systematically analyze historical experiences, refine pedagogical strategies, enhance scientific research training for students, optimize top-level planning for research education, establish multidimensional research platforms, and create technology commercialization and demonstration platforms aligned with local needs. This comprehensive approach will cultivate a new generation of engineering professionals who excel in both ideological commitment and technical expertise, ultimately contributing to China's modernization drive.

Ethnic Festival LLM Via Prompt and LoRA Fine-Tuning

2025-10-23T11:10:02+00:00

As the core carrier of ethnic culture, the construction of a multi-ethnic festival question-and-answer model is conducive to promoting the digital development of ethnic cultural heritage.Addressing the challenges of constructing large language models and the high costs of full fine-tuning, this paper investigates LoRA fine-tuning methods for ethnic festival large language models. It establishes an ethnic festival question-answering model centered on core content from books such as The Chinese Festival Traditional Culture Reader: Collector's Edition and Ethnic Minority Festivals, alongside ethnic festival introductions from Baidu Baike and ethnic websites. First, we constructed datasets and guided the model to generate knowledge question-answer pairs through prompt design. Subsequently, multiple general-purpose large models underwent LoRA fine-tuning. Finally, the optimal fine-tuned model was selected through evaluation and its effectiveness verified. Experimental results show that the fine-tuned ChatGLM4-9B-Chat model achieved improvements of 16.74, 14.25, 13.48, and 16.00 in BLEU-4, ROUGE-1, ROUGE-2, and ROUGE-L metrics respectively compared to the base model. The experiments demonstrate that the selected model can effectively learn and comprehend knowledge related to festival domains, providing accurate answers to user queries. This contributes to promoting the dissemination of ethnic festival culture and advancing the digitalization of festivals.

Ethnic Festival LLM Via Prompt and LoRA Fine-Tuning

2025-10-23T11:15:58+00:00

In the context of rural revitalization strategy, the comprehensive value of rural ancient buildings has been gradually excavated, as a non-renewable and irreplaceable valuable resource, it is urgent to speed up the legislative progress, improve relevant laws and regulations, and strengthen its protection and management methods. This paper first analyzes the necessity of legislative protection of rural ancient buildings in the context of rural revitalization, and then analyzes the main problems existing in it, and discusses the improvement of laws and regulations related to the protection of rural rural ancient buildings from the aspects of legislative content, legislative subject, legislative system, sustainable protection, legislative awareness, etc., in order to clarify the legislative procedures, formulate targeted laws, regulations and management systems, improve the protection of rural ancient buildings, and help rural revitalization and development.

A Qualitative Study on Victims’ Experiences in Refund Scams

2025-10-23T11:20:16+00:00

Refund scams have become a fast-growing type of online fraud in China. They are characterised by the impersonation of official customer service agents offering false refunds or compensation. Despite growing public attention to this issue, academic literature has not yet explored this form of fraud from a victim-centred perspective. This study adopts a qualitative design to investigate how adult victims in mainland China encounter refund scams. The focus was on situational and psychological factors that influence victims’ emotional responses. It was found that contexts such as data leakage, impersonating authority, creating a sense of urgency, and complex operations affected victims’ compliance. In addition, victims’ emotions ranged from initial trust to anxiety and shock, and then to regret and self-blame after being deceived. This study applies Routine Activity Theory to explain the success of fraud and suggests practical preventive measures. A foundation is laid for future research.