National University of Arts and Culture, Yangon

Scientific data visualization plays a crucial role in research by enabling the direct display of complex information and assisting researchers in identifying implicit patterns. Despite its importance, the use of Large Language Models (LLMs) for scientific data visualization remains rather unexplored. In this study, we introduce MatPlotAgent, an efficient model-agnostic LLM agent framework designed to automate scientific data visualization tasks. Leveraging the capabilities of both code LLMs and multi-modal LLMs, MatPlotAgent consists of three core modules: query understanding, code generation with iterative debugging, and a visual feedback mechanism for error correction. To address the lack of benchmarks in this field, we present MatPlotBench, a high-quality benchmark consisting of 100 human-verified test cases. Additionally, we introduce a scoring approach that utilizes GPT-4V for automatic evaluation. Experimental results demonstrate that MatPlotAgent can improve the performance of various LLMs, including both commercial and open-source models. Furthermore, the proposed evaluation method shows a strong correlation with human-annotated scores.

The relevance of this article is substantiated by the fact that contemporary theatrical art is on a complex and active path of experimentation, competing with the basic principles of classical theatrical staging. It is therefore necessary to consider in detail the technologies that are involved and rapidly being introduced in the practice of modern theatre. The purpose of this article is to analyse the use of digital tools in the practice of modern theatre art, which makes theatre in today's realities more demanding. The theoretical analysis of scientific literature, the historical method, the comparative method, the typological and systemic method, and the generalisation of theoretical and practical experience of the modern theatre were chosen as the main methods of cognition in this study. It was concluded that the modern theatre, through the use of digital technology, has been enriched with current technical concepts and formats. The practical value of the research consists in the fact that the materials analysed in the article can serve as an informative basis for training and retraining of specialists in the field of theatre education.

The article examines the role and importance of information competence. The main attention is paid to the analysis of the teaching experience of university teachers from different European countries, a set of courses and disciplines that are offered for use in the training of culturologists and art critics. Accordingly, the purpose of the work is to analyze the features of the formation of information competence among specialists in culture and arts in the process of professional training in higher education institutions. We used particular methods as synthesis, analysis, induction and deduction, methods of comparison and abstraction. The conclusions state that during the study students get acquainted with the basics of information competence during theoretical courses, but work with its use is based on practical use. An analysis of the curricula of several European universities has shown that the integration of this element into the educational process is linked to practice.

The article analyzes the culturological features of the national education system. Particular attention is paid to defining the importance of environmental education. The paper also describes the influence of the education system on the formation of multicultural, national-patriotic, environmental competencies. The study is formed on the basis of the use of both general theoretical methods and the use of special pedagogical methods: observation, specification, modeling. Using the historical method of research, the article traces the peculiarities of the interpretation of culture from the XIX century. to the present. Some attention in the work is focused on empirical methods of collecting and interpreting information. The results emphasize that the culturological foundations of the national education system need further study. This is due to modern paradigms of development of world cultural science, new digital technologies, the peculiarities of the functioning of modern polyethnic communities. In addition, the national system of education in the cultural spirit influences the formation of environmental competencies by educating a tolerant and democratic attitude to the world. Awareness and intolerance of society to non-environmental behavior affect the transformation of the environmental situation in general. Children who have received a thorough environmental education begin to actively promote the ecological way of life in adult life. In addition, children, in contrast to adults, have a greater increase in intolerance to environmental crimes.

With the growing popularity of online shopping and the coexistence of fierce competition, fashion companies need to develop innovative ways to attract customers and build their loyalty and commitment. The results of the analysis reflect the important role of marketing tools in the process of forming a brand image, determining its specific niche. With the help of marketing tools, companies in the fashion industry not only expand the circle of their customers but also have the opportunity to keep regular customers among their regular customers. The importance of socio-economic direction in choosing a business strategy and taking into account personal preferences for the formation of a loyal audience among potential consumers is considered. It is analyzed that in the digital economy, which is based on online communication, interactive tools for doing business and communication, there are threats of misuse of marketing tools, which can lead to complete failure not only of a particular model line but also the business as a whole. The article substantiates the need to use such marketing tools for fashion industry enterprises as the implementation of a multi-tasking integrated marketing strategy, which involves the use of existing marketing tools and the introduction of innovative to form a mechanism of constant interaction with consumers, monitoring their socio-economic preferences and priorities. It is determined that to implement in existing business models the use of software capable of performing multitasking processes, speed up the processing of customer requests and orders, but also identify weaknesses in business process management, help track consumer sentiment about the brand and products of this brand, find leaders opinions that can form a quality image of the brand's products and present unobtrusive information about the product.