bluuebunny/crossref_metadata_2025 huggingface dataset:
PENGEMBANGAN E-MODUL EKONOMI BERBASIS KURIKULUM MERDEKA KOMPETENSI 4C SEMESTER GANJIL KELAS X SMAN 2 METRO
Authors: Yestina Arini Yestina Arini , Dewi Tiara Anggia , Wibawa Fajri Arif
Published: October 2024

Rendahnya kemampuan berpikir kritis dan kreatif peserta didik disebabkan oleh keterbatasan bahan ajar buku cetak kurikulum merdeka, sehingga peserta didik kesulitan memahami materi. Penelitian ini bertujuan meningkatkan kemampuan berpikir kritis, kreatif, komunikasi, dan kolaborasi dalam mata pelajaran ekonomi dengan bahan ajar interaktif. Selain itu, penelitian ini bertujuan menciptakan e-modul ekonomi sesuai kurikulum merdeka kompetensi 4C yang valid dan praktis. Metode yang digunakan adalah penelitian dan pengembangan (Research and Development) dengan model ADDIE (Analyze, Design, Development, Implementation, and Evaluation). E-modul didesain berdasarkan analisis kebutuhan dengan kompetensi 4C dan divalidasi oleh ahli desain, ahli materi, dan ahli bahasa. Uji kepraktisan dilakukan dengan angket pada peserta didik kelas X.2 SMAN 2 Metro. Instrumen yang digunakan meliputi observasi, wawancara, dokumentasi, dan angket. Validasi dari ahli desain mendapat persentase 80%, ahli materi 85%, dan ahli bahasa 88%, menunjukkan e-modul sangat valid dan layak diuji. Uji coba pada 26 peserta didik dalam kelompok kecil mendapat rata-rata persentase 88,9%, menunjukkan e-modul sangat praktis digunakan. Hasil penelitian menyimpulkan bahwa e-modul yang dikembangkan sangat valid dan praktis.
The low critical and creative thinking skills of students are due to the limitations of printed textbooks in the Merdeka curriculum, making it difficult for students to understand the material. This study aims to improve critical thinking, creativity, communication, and collaboration skills in economics subjects with interactive teaching materials. Additionally, this study aims to create an economics e-module aligned with the Merdeka curriculum's 4C competencies that is valid and practical. The method used is Research and Development with the ADDIE model (Analyze, Design, Development, Implementation, and Evaluation). The e-module is designed based on needs analysis with 4C competencies and validated by design experts, subject matter experts, and language experts. Practicality tests were conducted with questionnaires given to students of class X.2 SMAN 2 Metro. The instruments used include observation, interviews, documentation, and questionnaires. Validation from design experts obtained a percentage of 80%, subject matter experts 85%, and language experts 88%, indicating that the e-module is highly valid and feasible for testing. Trials on 26 students in small groups obtained an average percentage of 88.9%, indicating that the e-module is very practical to use. The research results conclude that the developed e-module is highly valid and practical
ДЕЯКІ АСПЕКТИ ПІДГОТОВКИ МАЙБУТНІХ УЧИТЕЛІВТЕХНОЛОГІЇ ДО ПРОФЕСІЙНОЇ ДІЯЛЬНОСТІ: ВІТЧИЗНЯНИЙ ДОСВІД
Authors:   Вінницький державний університет імені Михайла Коцюбинського, Ланова Лариса
Published: October 2024

The article highlights some aspects of training future technology teachers for professional activity. An analysis of theoretical studies of domestic scientists on this problem, as well as practical experience of domestic scientists-practitioners, was carried out. The author revealed the modern requirements for the training of future teachers (motivated learning, formation of interest in the chosen profession, availability of an informational and educational environment, etc.). It has been established that the professional competence of the training of the future teacher of technology should be carried out on the basis of system and competence approaches with the provision of an acmeological and personal-oriented type of construction of the educational process. Prospects for further scientific research are defined, which consist in identifying and substantiating the stages of training future technology teachers for innovative professional activities, as well as outlining the ways of their implementation. Key words: technology teachers, training of future teachers, professional competence.
УПРОВАДЖЕННЯ ІНКЛЮЗИВНОГО ПІДХОДУ ДО НАВЧАННЯ В ЗАКЛАДАХ ВИЩОЇ ОСВІТИ УКРАЇНИ: ВИКЛИКИ ТА ПЕРСПЕКТИВИ
Authors:   Сумський державний педагогічний університет імені А. С. Макаренка, Соколова Ірина , Бондаренко Віктор
Published: October 2024

The issue of inclusion is particularly relevant in today's context, both globally and in Ukraine. Although the topic of inclusion is receiving a lot of attention in Ukraine today, inclusive education for people with disabilities in higher education institutions is not currently regulated by law, and therefore remains at the level of innovation and individual practice of a particular higher education institution. This is the reason for the relevance of this research, which aims to analyse the challenges of inclusive education in higher education institutions in Ukraine and draw conclusions about the prospects and methods of implementing this approach at the current stage of development of Ukrainian society. The purpose of this article is to analyse the existing approaches to inclusive education in secondary education institutions and to develop methods for implementing these approaches in the higher education system to ensure a sufficient level of accessibility of higher education for people with disabilities. Based on the analysis of scientific and statistical studies in the field of inclusive education, we have concluded that more attention within the framework of inclusion is primarily paid to the involvement of children of preschool, primary and secondary school age in inclusive processes. And this is right, because the earlier and faster a person with special needs is included in public life, the more effective the result of inclusion. Unfortunately, Ukrainian society is currently facing special challenges in rehabilitating and engaging people who have acquired physical and psychological disabilities in the course of and/or due to hostilities as a result of the aggression of an unfriendly country. The current conditions require a rapid response and the prompt creation of favourable living conditions for people with special needs. One of the aspects of implementing the principles of inclusion is inclusive education, including in higher education. New educational and professional programmes and curricula for disciplines taught in Ukrainian higher education institutions should be subordinated to this goal. Education systems should move away from more traditional pedagogy and adopt more learner-centred approaches that recognise that each person has a learning capacity and a specific way of learning. Curricula, teaching methods and materials, assessment and examination systems, and classroom management should be accessible and flexible to support differences in learning patterns. Key words: inclusion, person with special needs, inclusive education, person with disabilities, inclusive student.
PSYCHOLOGICAL AND PEDAGOGICAL COMPETENCE OF HR-MANAGERS: THE ESSENCE OF THE CONCEPT
Authors:   Lviv Polytechnic National University, Horokhivska Tetiana , Mukan Nataliya , Mukan Olena
Published: October 2024

The article presents an analysis of the essence of the concept of "psychological and pedagogical competence of HR managers" as a component of the professional competence of a specialist. The main goal of the HR manager's activity is defined as a combination of available human resources, qualifications and labour potential with the company's strategy and goals. The need for the formation and development of psychological and pedagogical competence of HR managers is substantiated, the functional responsibilities of a HR manager, which are relevant for modern management practice, are outlined. The principles on which the HR manager's activities are based (systematic formation of human resources, equal opportunities, respect for human rights, legal and social protection, complementarity of managerial roles, flexibility, innovation, etc.). Examples of methods of professional development in the system of HR-manager's activity, which are used to adapt new employees and create conditions for their self-realisation, are provided. An analysis of scientific literature on the problem under study is carried out, which highlights various aspects of the interpretation of the concept of "psychological and pedagogical competence" (O. Gura, O. Ivashchenko, A. Moskalenko, Y. Nenko, N. Yaremchuk, etc.). It is determined that the psychological and pedagogical competence of an HR manager is a complex concept, a general characteristic of a labour subject that reflects the professional consciousness of any specialist, regardless of his/her profession. The main attention is paid to the fact that the studied concept determines the ability and readiness of a specialist to solve the problems of both professional activity and everyday life, based on the principles of psychology, pedagogy, and other sciences, as well as to give a pedagogical orientation to various aspects of his/her work. The basic characteristics of the psychological and pedagogical competence of an HR manager are considered, including readiness for psychological comprehension and solution of pedagogical situations, activity in innovation, internalisation, achievement motivation, inclination to professional and psychological self-development, empathy, reflexivity, etc. It is concluded that psychological and pedagogical competence is a component of the professional competence of an HR manager; it consists of a system of professional, psychological and pedagogical knowledge, skills, abilities and qualities of a specialist, while the formation of the studied competence is carried out using the same methods of professional development as the formation of professional competence of a specialist Key words: HR-manager, professional competence, psychological and pedagogical competence, principles of HR-manager's activity, methods of professional development of personnel, autopsychological competence, personnel potential.
ТЕХНОЛОГІЧНІ ЗАСАДИ МОДЕЛЮВАННЯ ЗДОРОВ’ЯРОЗВИВАЛЬНОГО СЕРЕДОВИЩА СУЧАСНОГО ЗАКЛАДУ ОСВІТИ
Authors:   Полтавська академія неперервної освіти ім. М. В. Остроградського, Дудко Сергій
Published: October 2024

The article examines content-technological aspects of modeling the health development environment (HED) by management teams of experimental HEDs, characterizes the types, types and samples of the latest health-preserving technologies for the implementation of the HED model of HEDs. The experience of implementing a logical-functional model of a health-developmental environment in secondary schools of the Poltava Region from 2017 to now has been analyzed, which provides for the creation of an educational environment that corresponds to the humanistic-competence paradigm and the principles of the New Ukrainian School. The periodicity of changes in the model is evaluated: from 2017 to 2021, when ZROS was focused on creating a health-developing environment in primary classes, and from 2021 to now, when new challenges are taken into account, in particular, the state of war, which affected the safety of the educational environment and the creation such an environment in primary school. The article emphasizes the autonomy of educational institutions in the formation of reference conditions for personality development. The organizational and functional aspects of the modeling of social security, in particular, changes in the regulatory and legal framework, the creation of methodological communities with the participation of scientists, and the development of comprehensive educational programs are considered. Emphasis is placed on management teams aimed at supporting healthy lifestyles and a safe environment for students and staff. The newest tasks for the period 2021-2026 are considered separately, in particular, the formation of a psychologically comfortable environment, motivation for physical activity, the introduction of an inclusive educational space and support for ecological behavior. The results of the simulation of integrated courses for students of 5-6 grades, focused on the development of competencies in the field of health, safety and well-being, are presented. The importance of adapting educational processes to new realities and the needs of further development of the health-developmental environment model to ensure high-quality education and support the health of students is emphasized. Key words: humanistic-competency paradigm of education, institution of general secondary education, technological bases of modeling, health-developmental environment, education seekers, logical-functional model, health-preserving competence.
Dynamics of living income for coffee farming households in agricultural area development policy: Socio-spatial integration
Authors: Junais Isnam , Rukmana Didi , Useng Daniel , Demmallino Eymal B.
Published: October 2024

A decent income is an important part of overcoming economic disparities in agricultural development, especially in developing countries where most of the population are small farmers. As a developing country, Indonesia has also established a decent standard of living by setting a minimum wage as a reference for a decent income at the national and regional levels. However, this benchmark is not relevant to be applied uniformly at all levels of workers. This research determines the national coffee development area as the study center. We developed the Anker living wage methodology as a simple concept for determining living income for certain worker communities, especially for small farmers in rural areas who dominate the type of work in Indonesia. a socio-spatial approach is used to visualize the distribution of the dynamics of a decent life in various conditions of farming households. We found that 96.6% of coffee farming households in the national coffee development area had an inadequate living income, and only 3.4% were at an adequate level. We conclude that the current state of agricultural land management does not guarantee a decent income, even though efforts have been made to maximize agricultural crop productivity. The spatial description also shows that this condition is evenly distributed throughout residential areas. It is hoped that this approach can become an essential reference in implementing agricultural development programs that focus on welfare and equitable development as benchmarks for sustainable development goals in the future.
Towards transparent financial reporting: Analyzing the effects of audit firm and key audit matters type on audit report quality
Authors: Neiroukh Nidal , Caglar Dilber
Published: October 2024

This study investigates the interaction between audit firms and key audit matters (KAMs) to measure their impact on financial reporting quality in Palestine, thereby enriching the discourse on financial reporting. A descriptive statistical method was used to analyze the audit reports of listed Palestinian firms from 2018 to 2022. A methodology that scrutinizes the clarity and informativeness of KAMs across different audit firms and KAM types, the research investigates how audit procedures and risk assessments contribute to the comprehensibility of KAM disclosures. The findings highlight a significant disparity in the readability of KAMs attributable to audit firm selection, with the non-Big Four firms exhibiting distinct approaches. This understanding, gathered through multivariate analysis, offers valuable contributions to the ongoing discourse on financial reporting quality, emphasizing the essential role of audit firms in shaping the effectiveness of audit reports and KAM disclosures.
The elegance of lacquer: Unveiling traditional lacquer techniques in East Asia
Authors: Jiang Xuejie , Harun Siti Norlizaiha , Liu Linyu
Published: October 2024

This research delves into the intricate world of lacquer art in East Asia, aiming to unravel the relationships among artisan perspectives, aesthetic values, and the contemporary relevance of this ancient craft. The purpose is to provide a comprehensive understanding of how historical development, apprenticeship traditions, and evolving aesthetic values shape the intricate landscape of lacquer artistry. Employing a qualitative approach, this study conducts in-depth interviews with artisans and experts in the field of lacquer art. The research involves a comparative analysis of past literature, drawing upon historical and contemporary works to contextualize the findings within the broader trajectory of lacquer art. Thematic analysis is also applied to unravel the nuances of artisan perspectives, the transmission of knowledge through apprenticeship traditions, and the cultural and aesthetic dimensions embedded in lacquer paintings. This mixed-methods approach enriches the study by providing a holistic and nuanced exploration of the identified variables. The findings illuminate the enduring significance of apprenticeship traditions in preserving traditional lacquer techniques, with artisans actively navigating challenges posed by globalization and digital platforms. Aesthetic values, including symbolism and visual harmony, are revealed as integral components contributing to the narrative richness of lacquer paintings. The study uncovers the dynamic relationships among these variables, emphasizing the adaptive nature of lacquer art in a contemporary context. The implications extend to cultural preservation, heritage management, and educational initiatives, offering valuable insights for practitioners, policymakers, and educators involved in the realm of traditional crafts. The study contributes to theoretical frameworks on cultural continuity, knowledge transmission, and the socio-cultural dynamics of artistic practices.
Rediscovery of the neotrichous species Tauriobia insueta Livshitz and Mitrofanov (Acari: Trombidiformes: Tetranychidae)
Authors: Stathakis Theodoros I. , Tsaklidou Yelena , Panou Eleni N.
Published: October 2024

The present study deals with the rediscovery of Tauriobia insueta Livshitz and Mitrofanov, 1967 a rare neotrichous spider mite species. It was originally described from pink rock-rose (Cistus creticus L., Cistaceae) in Ukraine. In the present work, the species is recorded for the first time from Greece and redescribed based on material collected from the same host plant. The immature stages are also described and the ontogenetic development of chaetotaxy is discussed. Additionally, a key to genera and subgenera of the tribe Hystrichonychini Pritchard and Baker, 1955 is provided.
Artificial intelligence technology empowers visualization and teaching of digital news communication
Authors: Wang Xuejiao , Zhang Wenting
Published: October 2024

The development of artificial intelligence and the rise of online education have accelerated the process of intelligent education, and knowledge tracking is one of the most basic and important tasks. The study introduces the knowledge tracking model into journalism and communication teaching to innovate journalism and communication teaching. A personalized, in-depth knowledge tracking model PKT integrating students’ differences is established, which fully considers the continuous change of students’ abilities in the process of learning and the variability among different individuals and uses the K-means clustering algorithm for dynamic grouping. Based on this model, a smart-adaptive journalism and communication auxiliary teaching system is designed to visualize and analyze students’ learning status of journalism and communication knowledge. The results of the model application show the effectiveness of explicit modeling of students’ abilities in the proposed PKT model, which can better ensure the rationality and interpretability of personalized news communication teaching. In addition, the mean values of students’ satisfaction with the three dimensions of the effectiveness of smart digital news communication teaching, the efficiency of remedial teaching, and satisfaction with the teaching effect are all above 4 points, which can realize the diversity of news communication teaching methods.
Cross-cultural English text translation strategy based on the Transformer model
Authors: Zhang Lijuan
Published: October 2024

The development of science and technology makes the cooperation and cultural exchanges between various countries more and more frequent. Machine translation has the advantages of high translation efficiency and low cost, and the research devoted to machine translation has become the current trend in the cross-cultural field. Based on the application form of cross-cultural perspective transformation in English text translation, this paper proposes cross-cultural text features using the Glove model and puts forward a neuro-machine translation strategy of optimizing the Transformer model with a multi-attention mechanism, which is used to solve the task of cross-cultural English text translation. In the Chinese translation task of cross-cultural English text, the translation accuracy of the model is negatively correlated with the sequence length. The average SER is 0.551, which has good anti-confusion performance. Furthermore, it appears to have a greater lexical richness and the number of idioms used when performing the translation task. Based on this study, the proposed English text translation technique achieves better results. It can replace manual translation to accomplish complex tasks and promote the development of translation cognition.
Exploring Innovative Teaching Methods for the Integration of Interactive Digital Media and Traditional Drawing Techniques
Authors: Liu Jingxin
Published: October 2024

Digital media is an important technological symbol of the new era, presenting significant technological support in the development of various industries. This project demonstrates an innovative method of teaching painting by integrating interactive digital media. Two art classes at a university are chosen to conduct experiments. In order to explore the quality of painting classroom interaction after integrating interactive digital media, a speech-based classroom speaking behavior measurement method is designed by using the effective speech detection algorithm based on Bi-LSTM, the speaker change point detection algorithm based on Bi-LSTM, and the speaker recognition algorithm based on TDNN and AP clustering. After the teaching experiment, comparing the drawing works, learning self-discipline performance and learning satisfaction of students in two classes, it was found that students who were taught drawing using interactive digital media were 6.4%, 10.94% and 14.44% higher in the corresponding dimensions. Meanwhile, in the analysis of classroom speaking behavior, the ratio of teacher and student speech fluctuated frequently, presenting a good quality of classroom interaction. The drawing teaching method integrating interactive digital media can enhance students’ drawing level and learning satisfaction, promote classroom atmosphere, and promote teacher-student interaction in drawing teaching.
Research on the Application of Dynamic Simulation and 3D Modeling Technology for Ink Animation Performance
Authors: Ma Xiaojing
Published: October 2024

This paper mainly discusses the combination of 3D modeling technology and traditional characteristics of ink animation to promote the innovation and development of Chinese traditional animation. Aiming at the characteristics of ink painting, the 3D model construction algorithm of ink animation is proposed, which realizes the establishment of algorithms such as transforming the 2D model into a 3D model, constructing the 3D animation scene, imitating the virtual reality of ink painting and rendering the virtual reality of ink animation. The basic model of the particle system is proposed, including modules for particle generation, particle properties, particle motion change, particle extinction, and particle drawing. Combined with the basic principles based on the particle system model, randomly distributed particles break the regular rectangular shape in the overall distribution. More realistically simulates a variety of different animation forms for ink animation. The simulation speed and convergence time of this paper’s model are better than the other two models. The simulation results fulfill the demands of real-time ink animation performance. The FPS of the most complex animation image, the color ink staining of the cow, is 31FPS, which also meets the requirements of the animation image. It shows that the combination of 3D modeling technology, particle system-based dynamic simulation, and ink animation is perfect and has a broad application prospect.
Research on the Construction and Application of Music Education Knowledge System in Colleges and Universities Based on Knowledge Map
Authors: Jiang Li
Published: October 2024

Constructing the knowledge system of music education in colleges and universities based on knowledge mapping can not only provide teachers and students with a quick way to retrieve knowledge but also structure all kinds of knowledge elements, which can help teachers and students systematically master the content of music subjects. This paper constructs and designs a music education knowledge system based on knowledge mapping and verifies the effectiveness of the music education knowledge system constructed in this paper through the analysis of the centrality of knowledge points and the analysis of student’s satisfaction with the education knowledge system. In the knowledge point centrality analysis, the learning path generated in this paper is v1-v4-v3-v10-v13-v14-v15-v16-v21-v22, and after using the knowledge graph proposed in this paper for learning, the learners are able to learn more knowledge with faster efficiency.
Research on Service Quality Improvement Strategies of Rural Tourism
Authors: Zhang Ke
Published: October 2024

Rural tourism, as an indispensable part of rural revitalization, has attracted more and more attention, and deficiencies have been exposed while in the ascendant. During his research on rural tourism service quality, the author develops a rural tourism service quality evaluation scale using the SERVQUAL model and designs a questionnaire accordingly. Q county is selected as the empirical research object of rural tourism service quality, and tourist satisfaction is taken as the entry point to analyze the overall evaluation of rural tourism service quality in Q county so as to carry out factor analysis. Taking rural tourism service quality as the difference between perceived service quality and expected service quality, correlation analysis and regression analysis of the two and tourists’ satisfaction were conducted respectively to explore the relationship between rural tourism service quality and tourists’ satisfaction. The highest score in the comprehensive evaluation of tourists’ satisfaction with rural tourism service quality is reliability (3.49), and the lowest is responsiveness (3.36). The cumulative variance contribution of tangibility, reliability, responsiveness, assurance and empathy was 81.426%. The correlation coefficients of expected tangibles, reliability, responsiveness, assurance and empathy with tourist satisfaction were all less than 0.3, while perceived tangibles, reliability, responsiveness, assurance and empathy were all greater than 0.5. Tourist satisfaction was positively correlated with tangibles, reliability, and responsiveness, but had little correlation with assurance and empathy.
Research on the Innovation of Enterprise Accounting Management under the Financial Shared Service Model
Authors: Yang Rujun
Published: October 2024

Financial shared services not only improve operational efficiency and reduce management costs but also realize auxiliary data analysis and management decision-making work, creating more value for enterprises. This paper builds a financial shared service system based on image recognition and extraction of financial bills to realize the functions of financial content recognition, voucher generation, application recognition, and administrative approval. We perform pre-processing tasks like binarization and edge detection on the financial bill image to identify the form lines. We then use the Hough transform to solve the function of the form lines, rotate, and correct the tilt angle. The form structure and financial text detection method are created based on the accurate form line detection. Analysis of two companies using the system of this paper reveals that the number of entered field information can be reduced by 91.48% of the entry workload after optimizing the system of this paper. The economic efficiency of labor costs can be significantly improved by reducing the time spent by reimbursement personnel in the reimbursement process by approximately 4,400 hours per month. By using the system in this paper, a new document can be created and submitted for approval in just 11 minutes, which reduces the document time by 86.25%. The constructed scores for the four first-level indicators, A, B, C, and D, range from 80 to 90 points, resulting in a total score of 87.417 points for the comprehensive evaluation. The construction of the financial shared service system in this paper consolidates the enterprise financial business into a centralized processing system, thereby enhancing the quality and efficiency of enterprise accounting management.
Research on Intelligent Resource Recommendation and Evaluation Mechanisms in the Field of Media Education Technology
Authors: Luo Qi
Published: October 2024

The development of technologies such as educational big data, artificial intelligence and adaptive learning provides technical support for the realization of intelligent learning resources. In this paper, the traditional collaborative filtering algorithm is improved to get an intelligent hybrid recommendation algorithm through a hybrid interest model, and the evaluation mechanism of teaching resources is realized by using the hierarchical analysis method. The intelligent resource recommendation and evaluation mechanism model in the field of media education technology has been constructed, and the media education teaching system is designed to assist students in their learning. The results of the system test show that the NDCG index (52.9%) of the intelligent resource recommendation model in this paper is improved compared to the RKGE model, and it can achieve effective teaching resource recommendations. It was also found that students in the experimental class with the application of the intelligent resource recommendation and evaluation system to assist teaching have a higher degree of participation in independent inquiry learning activities, and their learning ability is better than that of the control class under traditional teaching. The students in the experimental class had a mean satisfaction score of 4 or more on the resource recommendation system, considered the learning resources provided by the model useful, and were willing to use and share the learning system. The intelligent resource recommendation and evaluation mechanism proposed in this paper can be an effective way to meet learners’ media learning needs and improve their learning effect and interest.
A Study on Strategies for Improving Participation in Urban Recreational Sports Activities Based on Multidimensional Data Analysis
Authors: Yan Junhan , Wang Zihao , Su Dandan
Published: October 2024

Leisure sports, which aim to improve people’s health and quality of life, have vigorously developed with the continuous enrichment of social material wealth and the enhancement of people’s spiritual life needs. This paper uses multidimensional data analysis to measure the spatial vitality of urban residents’ leisure sports activities. We use distance decay and circle of life behavior theory to explain the behavioral basis of residents’ willingness to participate in leisure sports activities. We introduce a geographically weighted regression model, a geographic detector, a kernel density analysis method, and an accessibility index to study the specific characteristics of residents’ leisure sports activities, including spatial and temporal characteristics, leisure activity distribution, agglomeration characteristics, and preference selection. The research reveals distinct features in the spatial vitality of leisure and sports in Nanjing; the central urban area serves as the hotspot for activity intensity, and a discrepancy exists between the availability of sports and leisure resources and the overall spatial vitality. The average score for the spatial coordination of sports activities is 0.4928, with most communities falling below the medium threshold. The average reachable distance of residents’ sports activity space is 1732 m, significantly higher than the standard range of living circles (500~1500 m). Therefore, this paper proposes strategies for improving participation in urban leisure sports activities from five aspects: developing diversified activity contents, stimulating residents’ enthusiasm for leisure sports, media publicity and guidance, creating a good leisure sports consumption environment, and improving residents’ leisure sports space accessibility.
Application and construction of traditional cultural and creative product design platform based on digital art elements
Authors: Ding Chuanfeng
Published: October 2024

In recent years, using digital platforms as a carrier to promote the development of cultural and creative products has become a new trend in cultural and creative industries. After analyzing the application of traditional cultural and creative product design platforms, the study mines the audience comment text of traditional cultural and creative products based on the improved TF-IDF algorithm, logistic regression and sentiment analysis algorithm to analyze the consumer’s concern elements and sentiment tendency. Then, the user demand elements of the traditional cultural and creative product design platform are summarized, and the types and priorities of the user demand elements are determined by combining the questionnaire survey and the Kano model. The traditional cultural and creative product design platform is constructed on digital art elements and the platform’s system architecture design is carried out on this basis. Consumer satisfaction is supported by the attributes and services of traditional cultural and creative products. With the best performance in terms of services, the proportion of positive emotions is 90.64%, but there is still room for improvement in packaging, price, and design. The priority of user demand elements was determined, with service perceptibility, service process, and content being the important levels of demand. Based on the research needs of typical users of the platform, the construction of a traditional cultural and creative product design platform based on digital art elements has been realized.
Research on the Innovation and Implementation of Interactive Teaching Content of Civic and Political Education in Colleges and Universities under the Digital Transformation of the Academic Style Building
Authors: Lan Feipeng , Peng Xiaoyan
Published: October 2024

The construction of ideological and political education and the construction of academic style are complementary to each other and jointly committed to the good development of education and teaching in colleges and universities. This paper starts from the relationship between the two, discusses the interaction between ideological and political education and the construction of academic style in colleges and universities, and draws out the methodological path of ideological and political education in colleges and universities to lead the construction of academic style. It proposes interactive teaching methods to strengthen the construction of ideological and political education by utilizing the interactive teaching process between teachers and students. It points out that the digital video coding technology (H.265/HEVC intra-frame coding technology and H.265/HEVC rate-distortion optimization technology) and the video encryption mechanism based on H.265/HEVC optimize the processing of interactive video to enhance the interactive performance of ideological and political academic style. By comparing the coding performance of H.264 and H.265, as well as the PNSR and SSIM evaluation indices, the rationality of the proposed digital video coding and encryption technology is verified. A survey on the academic style construction of different majors and grades, as well as an analysis of the attitude of Civics academic style construction, is conducted in the sample schools to find out what can be optimized in the academic style construction of Civics education in colleges and universities. In all five schools, 4.76% of students believe that the academic culture situation is not conducive to the current learning culture. However, 58.96% and 14.46% of the groups think that learning is something that has to be done and something that is not interesting, indicating that there is still a lack of interest in the teaching interaction of Civics and Political Science style, and schools should make full use of digital technology to attract students to carry out teaching interaction.
A Study on the Reproduction of Traditional Chinese Painting Techniques and Their Innovation under Digital Transformation
Authors: Ma Lei , Pan Xinyi , Liang Jingdong , Xue Yun
Published: October 2024

After a long period of development and evolution, Chinese painting has formed a set of regular artistic language, which highlights the national characteristics of Chinese painting and is an important factor distinguishing it from other works of art. As the main characteristic of Chinese painting, this paper analyzes the traditional techniques of Chinese painting according to the three characteristics of Chinese painting: line, ink, and color, and analyzes the language of programed techniques. Then the method of digital reproduction of traditional techniques of Chinese painting is proposed and elaborated with the example of “The Western Garden of Elegant Gathering”. Subsequently, for the complexity of hand movement recognition of Chinese painting techniques, this paper proposes a sample splitting and re-fusion algorithm RCF based on sEMG to optimize the hand movement signals and construct a hand movement recognition model based on surface EMG signals. Through empirical analysis, the SVM classifier used in this paper has an average recognition correctness rate of 98%, which is 6% and 3% higher than BP and LDA, respectively. Meanwhile, the recognition accuracy of the hand movements of the eight techniques is all above 95%, with an average recognition accuracy of 98.5%. The mean value of all five indicators of the experience evaluation of Chinese painting techniques reproduction and innovation exceeded 4 points, and the overall average score was 4.542, indicating that the experiencers were very satisfied with the experience of Chinese painting techniques reproduction to innovation in this paper. The research of this paper provides theoretical and technical guidance for the reproduction and innovation of traditional Chinese painting techniques, as well as ideas for the organic combination of digital technology and traditional Chinese paintings.
Research on Key Technologies of Deep Learning Techniques in Unstructured Data Processing
Authors: Zhang Guorong , Fu Chengli , Zhou Huiqin
Published: October 2024

The rise of the Internet has brought about a rapid growth of unstructured data recorded in the form of text and audio. Two key techniques that can be used to process text data are proposed in this study, which applies deep learning techniques to unstructured data processing. First, the transformer feature extractor is used to characterize dynamic word vectors. Then, the MCNN neural network is combined with it to perform key information screening and construct a text classification model based on the MCNN transformer. Then, the text features extracted from the BERT model are input into the VAEGRU module, combined with the self-attention mechanism and the K-Means algorithm, to construct the text clustering model based on VAE-GRU. The MCNN-transformer model achieves a high level of accuracy and Macro-F1 value that exceeds 0.880 and is superior to other text categorization models through experimental analysis. The ACC and NMI results of the VAE-GRU model are both greater than 70% on the Stack Overflow and SearchSnippets datasets and greater than 48% on the Chinese dataset are greater than 48%, and their performance is better than the three ablation models by 15.03% to 85.67%. In this paper, the MCNN-transformer model and the VAE-GRU model are capable of competent classification and clustering processing in unstructured text data, which help to improve the efficiency of information understanding and utilization of unstructured data.
Exploration and Application of Intelligent Service Mode of College Labor Union under the Spirit of the Third Plenary Session of the 20th CPC Central Committee
Authors: Zhang Kesheng
Published: October 2024

Under the guidance of the spirit of the Third Plenary Session of the Twentieth Central Committee of the Communist Party of China (CPC), colleges and universities have set off a boom in the construction of modernized information service systems. This paper relies on the importance and feasibility of the development of the intelligent service platform of the labor union in colleges and universities and preliminarily constructs an intelligent service platform that can meet the needs of the management of labor union work in colleges and universities. The platform adopts B/S architecture, uses the MVC pattern as a platform design plug-in, and uses the J2EE platform as the main technical platform for the development of the college union management information system. Through the information collaboration network to the union information modeling, with the help of the system’s SQL language function, through the ODBC database-driven service linking method, to ensure the safe and stable operation of the university trade union intelligent service platform. The test results show that under the IO-intensive load verification, the platform memory utilization rate is stable between 56.30~71.05%, the tuning strategy can be applied to the actual college union management scenario application, and the validity and versatility of the parameter tuning scheme have been verified. At the same time, the test results of platform information collaboration association strength show that the maximum information entropy of each associated node is 19.08, and the results can provide a basis for the construction of the information collaboration network of the university smart labor union.
A Study on the Integration of Virtual Reality and Augmented Reality Technologies in Digital Media Education
Authors: Zhang Ying , Ding Ning
Published: October 2024

Currently, the application of virtual reality and augmented reality technology in digital media education is receiving attention from many educators, and it helps to improve the level and quality of education. The purpose of this paper is to present the specific application of deep information-based virtual simulation and natural interaction in digital media education. The article delves into the application of virtual reality and augmented reality technology in digital media education, investigates virtual simulation natural interaction technology that relies on depth information, and suggests utilizing this depth information to gather gesture images, thereby completing the creation of a three-dimensional virtual simulation digital media teaching scene. The empirical study shows that the integration of the 3D virtual simulation digital media teaching scene proposed in this paper in digital media education is feasible, and the effect is good. The application of this paper’s method in digital media education resulted in an increase of 3.06 points in the post-test scores of the experimental class compared to the control class.
Construction and Evaluation of an Immersive Physical Education Teaching Environment Combining Augmented Reality Technology
Authors: Wu Yan
Published: October 2024

Augmented reality technology is a cutting-edge technology of current social development, and its development promotes the development and change of people’s social production and lifestyle. In this paper, combining the key aspects of sports teaching, training, and actual combat confrontation, the construction of a VR-based immersive sports teaching environment is realized from the aspects of sports teaching materials and sports action and tactical training. Subsequently, using the bit position registration algorithm that integrates complementary filtering (CF) and untraceable Kalman filtering (UKF), as well as the TDOA localization algorithm, a VR sports-assisted training system was designed, and the performance and application effects of the system were empirically analyzed. The login page time of the system is within 3.30s, and the corresponding CPU utilization rate is 43%~50%, which is in line with the expected effect, indicating that it has good usability performance. Fusion filtering on posture angle has a lower error value than CF and UKF, which suggests higher accuracy and is suitable for posture registration in VR sports-assisted training. The TDOA localization algorithm has an error range of [0.127m, 0.389m] and a 50% error below 0.292m, which can be utilized for motion tracking in VR sports-assisted training. The experimental group using the VR sports teaching environment is significantly better than the control group using traditional teaching methods in both visual-sensory perception and technical assessment, which indicates that the VR immersive sports teaching environment constructed in this paper has practical feasibility, and provides a model reference and experience for realizing the practical application of AR technology in sports.
Research on the Multimodal Teaching Model of Spoken English in Colleges and Universities by Counting and ANN Modeling
Authors: Zhu Xingjuan , Zhang Zhinan
Published: October 2024

Spoken English teaching is a teaching scenario characterized by multimodality, which requires teachers’ verbal and nonverbal to cooperate. In the context of the high degree of integration of artificial intelligence and educational technology, the construction of an English speaking multimodal assessment method is of great significance for English speaking training and teaching. This paper constructs a multimodal teaching model of spoken English based on three modalities: audio, text, and video. Taking the English speech of Chinese college students as the research object, we improve the traditional computerized English pronunciation quality evaluation method, consider the multi-parametric evaluation indexes such as pitch, speech rate, rhythm and intonation, and convert the recognition problem into a scoring problem by utilizing the soft classification property of the ANN model. The confidence probability output value of the ANN model is used as the metric for evaluation results. Through experiments, it is proved that the accurate agreement rate of the spoken English assessment method in this paper is 89.87% and R
2 is 0.528 under the gold standard, and the data results prove that the assessment method is credible. It can give learners of spoken English timely, accurate and objective evaluation and feedback guidance and help learners find out the differences between their pronunciation and the standard pronunciation so as to improve the efficiency of spoken English learning.