bluuebunny/crossref_metadata_2025_split huggingface dataset:
Correlation Analysis of International Student Exchange and the Enhancement of China’s International Cultural Communication Power Based on the Subsumption Sorting Algorithm
Authors: Li Yunzi , Shi Zheng 
Published: February 2024

Abstract
International students are a bridge between Chinese and foreign cultures, but they still face multiple dilemmas in Chinese cultural communication due to different cultural backgrounds and values. In this paper, we utilize the subsumption sorting algorithm to sort the amount of cultural communication of international students’ exchanges, which is dynamically switched by a combination of two methods: back-block forward interpolation and header exchange. The D-S monopolistic competition model is used to construct the theoretical model of international student exchange that affects China’s international cultural communication power. The CES utility function is used to construct China’s international cultural communication network, which calculates the total amount of communication culture of cross-cultural exchanges between international students. In the end, an analysis of 85 international student samples revealed a correlation between international student exchanges and China’s international cultural communication. The results show that the correlation coefficient between international student exchanges and China’s international cultural communication is 0.305 p > 0.05, indicating that international student exchanges have a positive promotion effect on China’s international cultural communication. This study examines the general law of international cultural communication, which is crucial in promoting Chinese culture worldwide.
Research on the Digital Innovation and Inheritance Path of Southwest Lu Drum and Blow Music under the Background of Informatization
Authors: Han Yanyan 
Published: February 2024

Abstract
In this paper, we build a web crawler through the Scrapy framework to obtain the digitized data of Luxinan Drum and Blow music according to the demand, and construct the feature word vector and corpus of Luxinan Drum and Blow music by using the word2vec model. Using the three operations of pre-emphasis, frame-splitting and windowing, the digitized music of Lunan drums and dulcimers is digitized, and the Fourier transform of Lunan drums and dulcimers is used to obtain the cepstral coefficients of the Mel frequency, the fundamental frequency and the resonance peaks. The research object is selected, the questionnaire about the research of digital inheritance of the south Lu drum and blow music under the background of informationization is designed, and according to the initial data obtained for the research and analysis, the statistical analysis method is used to carry out the empirical analysis of the digital inheritance of the south Lu drum and blow music under the background of informationization. The results show that from the perspective of the inheritance value dimension of the Southwest Lu drum and blow music corpus, its mean and standard deviation are 2.11 and 0.958, respectively, indicating that many young people are increasingly concerned about the digital inheritance of the Southwest Lu drum and blow music. This study focuses on the analysis of the dilemma of inheritance and innovation in the new period and puts forward some feasible, innovative development paths to help this excellent national intangible cultural heritage to be inherited and developed.
Informatization Construction of Civic Education in Colleges and Universities under the Integration of Big Data Technology
Authors: Yan Ming 
Published: February 2024

Abstract
Education informatization is the application of modern information technology in the field of education, this paper uses the method of clustering and factor analysis in big data technology to analyze the main contents and influencing factors of the informatization construction of the Civic and Political Education in colleges and universities. Studying the application of multimedia technology in the field of education, constructs the main framework of the informatization construction of Civic and Political Education in colleges and universities. The method of factor analysis is used to derive the number of factors affecting the construction of informationization of civic and political education, and the main construction direction of the informationization of civic and political education is proposed according to the variance explanation rate of the factors. Combined with cluster analysis, we explore the effect of computerized teaching resources on the digitization of Civic and Political Education in colleges and universities. The informationization of Civic and Political Education in colleges and universities is reflected in the two aspects of the development degree and utilization degree of the digital resources of Civic and Political Education in colleges and universities. The results show that informationized teaching resources such as Civics multimedia materials, Civics online courses, various types of CAI courseware, Civics e-books, and other informationized teaching resources are the most frequently developed informationized teaching resources in colleges and universities. 80%, 75%, 60%, and 65% are the development degrees that correspond to each other.
The Current Situation, Problems and Development Concepts of Korean Language Education in Chinese Universities under the Integration of Information Technology
Authors: Chu Lina 
Published: February 2024

Abstract
The use of information technology in classroom teaching has become a common trend. This paper proposes a mathematical model for the dynamic measurement of the level of informatization of Korean language education, which adopts a mathematical logic method to comprehensively examine the attributes, functions, and values of each part of the construction of informatization of Korean language education, and dynamically regulate the relationship between the whole and the parts. The index value of the assessment system is obtained by the weighted average of the factor loading coefficients of each index variable, and the weighting coefficients are determined by the difference assignment method to maximize the differences between the objects being assessed. Finally, the differences in informatization of Korean language education in colleges and universities are measured through the concentrated trend, discrete degree, skewed and peak indicators, and the optimization path is proposed. The results show that the differences in the level of informatization of Korean language education in colleges and universities between regions are all less than 0.1, and the degree of contribution to the total difference is all around 15%, which indicates a relatively small situation of differences between colleges and universities in each region. In this paper, the in-depth measurement of the difference in the level of informatization of Korean language education among Chinese universities in various regions is of great value and significance in promoting the development of Korean language education informatization in Chinese universities.
Integration and development of modern art design and environmental design based on VAR modeling
Authors: Shi Binbin 
Published: February 2024

Abstract
This paper empirically analyzes the integration development of the modern art design industry and the environmental design industry by constructing a vector autoregressive model (VAR) using the National Bureau of Statistics data on modern art design and the environmental design industry. The exploration of this paper focuses on testing and analyzing the VAR model using the four aspects of smoothness test, cointegration test, Granger causality test, impulse response, and variance decomposition, and analyzing it with Eviews 10.0 software. After the study as well as calculations, it was found that OAD and OED rejected the original hypothesis at 5% significance level after second-order differencing, and the optimal lag order was 1. 48% of the fluctuations in OED were caused by OAD, and 52% were caused by itself. In period 1, 100% of the output value of OAD is caused by itself and 0% by OED. However, from period 2, the value of the contribution of OAD to itself decreases to 59.04% and then stays around 56%. P-value corresponding to OAD and OED is greater than 0.1. P-value corresponding to OED for OAD is 0.0011, which is less than 0.1. It can be concluded that the output value of environmental design is a factor in the output value of modern art and design.
Practical Teaching and Intellectualization of University Courses Based on the Maximum Information Entropy Model
Authors: Huang Xinyan 
Published: February 2024

Abstract
Traditional teaching has become a thing of the past, the integration of technology and the classroom has brought about significant changes in education, and the role of information entropy in teaching has gradually manifested itself. In this paper, the behavioral time occupancy of the teaching process of university courses is viewed as a probability distribution event combined with the Lagrange multiplier method to solve the maximum entropy value in the distribution of practical teaching behavior. The practice depth value of classroom behavior can be calculated using the interaction behavior coefficient and interaction behavior entropy. Apply the information entropy to the practical teaching analysis of university courses, verify the practical effect of university courses from different sides, and carry out intelligent course construction according to the current situation of students’ learning behavior. The results show that the average score of class 3 in the practical analysis ability assessment is 4.021, which indicates that the practical analysis ability of students in the class meets the standard, and the students’ practical execution should be mainly cultivated in the later practical teaching. 67.1% of students believe that the intelligent classroom has improved their performance over the traditional classroom according to the intelligent course model.
Research on Digital Inclusive Finance, Innovative Factor Allocation and High Quality Economic Development Based on Artificial Intelligence
Authors: Shang Xiaoye 
Published: February 2024

Abstract
This paper firstly organizes and summarizes the random forest model algorithm in artificial intelligence and secondly uses the XGBoost algorithm with the classification regression tree as the base classifier to explore the relationship between digital financial inclusion, innovative factor allocation and high-quality economic development. Major databases and relevant websites are used to establish the evaluation index system, and the index homogenization is done. The economic high-quality development score is measured using the principal component analysis next. Finally, the principal component scores are weighted and summed according to the proportion of the variance contribution ratio of each principal component to the cumulative variance contribution ratio of the extracted principal components. After calculating the score, it was found that the innovation indicator, which had risen year after year between 2014 and 2018, decreased significantly from 2019 onwards, with the score falling from 2.21 to 1.48, a decrease of 33%. The growth rate of digital financial inclusion declined from 0.93 and finally maintained at 0.45 to 0.47. The economic development index first grew from -11.88 to 2.41, increasing by 3 to 5 each year, and then the growth rate was maintained at about 66%, growing to 6.58 in 2022.
An Exploration of Ethnic Dance Teaching Methods in Dance Performance Teaching in Colleges and Universities in the Context of Big Data
Authors: He Liyang 
Published: February 2024

Abstract
In this paper, based on the practical framework of teaching folk dance in colleges and universities under the background of big data, the spatial and temporal characteristics of folk dance are sorted out, and the DTW algorithm is proposed to calculate the similarity of folk dance movements, and a model for estimating the gesture of normative movements of folk dance is constructed by combining multiscale feature fusion. Six kinds of folk dance movements were collected to establish the data samples of folk dance movements in order to verify the effectiveness of the calculation method of dance movement similarity and to obtain the results of the teaching of folk dance normative movements. Analyze the content of dance movements and the dance normative movement gesture estimation method to explore the expressiveness of folk dance movements. To research the effectiveness of emotional dance movement teaching in teaching folk dance in two dimensions, three segments of folk dance were chosen. The data show that the second segment of the dance, M=9.45, SD=2.15, was improved to M=11.55, SD=3.16. Affective dance movement teaching has a significant impact on the teaching of folk dance in colleges and universities, with improvements in both dance movement and dance expression.
Research on the Protection and Dissemination of Intangible Cultural Heritage with Regional Cultural Characteristics in Shaanxi under the Background of Big Data
Authors: Wang Xinglu 
Published: February 2024

Abstract
Cultural heritage is a response to the characteristics of a society and deserves to be protected and passed on to future generations, but there is still a lack of knowledge and skills related to it in the methodology of digital preservation of intangible cultural heritage. This paper aims to digitally preserve intangible cultural heritage in Shaanxi by utilizing methods such as feature point description, image edge detection, and visual feature extraction. The scale space expression algorithm is applied to keep the feature point scale of the intangible cultural heritage unchanged, and the scale space of the image is obtained by convolving the Gaussian convolution kernel with the image. The Sobel operator is employed to evaluate the significance of pixels in the non-heritage image to identify the edge effect of the image. Focusing on analyzing the digitization types of Shaanxi’s non-legacy, we explored the role of images in the protection of non-legacy and formulated the dissemination path of Internet+Non-legacy for the current situation of Shaanxi’s non-legacy. The results show that among the 12 NHs in Shaanxi, the number of textual materials is the largest, accounting for 43.33% of all digital materials, followed by the proportion of images at 33.33%, and the current digitization of NHs needs the supplementation of audiovisual materials the most, with audiovisual materials accounting for only 23.33%. The value of images for the protection of non-heritage cultural heritage reflects the non-heritage characteristics intuitively, and the range of Shaanxi non-heritage image dissemination index is in the range of 21-89 interval, and with the change of time, people pay more and more attention to Shaanxi non-heritage.
IP Promotion and Integrated Media Communication of Regional Culture in Second- and Third-Tier Cities Based on Bayesian Viewpoint Evolution Modeling
Authors: Kang Heyan , Kim Kiesu 
Published: February 2024

Abstract
With the rapid development of Internet media in recent years, the main position of IP promotion and dissemination of urban regional culture has shifted from traditional media to new media mainly based on mobile Internet. This paper takes the viewpoint evolution model as a research tool, decides the best choice for decision-making based on the quality value of the main evidence, and adjusts its viewpoint using Bayes’ rule. The analysis includes both positive and negative perspectives on the issue of promoting regional cultural communication in second and third-tier cities through IP promotion and integrated media. Finally, we discuss the mechanism of the communication of the regional culture of second and third-tier cities through the integrated media and analyze the influence of the integrated media communication effect on the regional culture of second- and third-tier cities through the Bayesian model of improving the evolution of viewpoints. The results show that in the process of evolution, the group of people who agree with the positive view is 0.483, while the group of people who hold the negative view is only 0.223. In addition, ‘Culture X’s’ enhancement through the melting media has resulted in a nearly 1.8 million increase in the number of cultural program broadcasts on the entire network. The best way to combine the advantages of both is to promote regional culture in second and third-tier cities through integrated media, as suggested by this. This study has the potential to provide an optimization strategy for promoting and disseminating regional culture in second and third-tier cities, which has significant strategic value.
Market-moving events and their role in portfolio optimization of generations X, Y, and Z
Authors: Iwanicz-Drozdowska Małgorzata , Rogowicz Karol , Smaga Paweł 
Published: February 2024

AbstractWe examine how generations X, Y, and Z might react to market-moving events over short- and long-term horizons to maintain an optimal balance among risk, return, and investor preferences. To analyze various portfolio variants, we use data on selected global assets and several types of economic and non-economic events for 2000-2021H1, applying the mean-variance optimization procedure. According to our results, in optimal portfolios, fixed-income assets dominate and are the main driver of portfolio adjustments. Portfolios with short-term horizons with less risk-averse investors and those for generation Z are the most reactive to analyzed types of events. None of the eventsper secreates an extraordinary opportunity to increase returns. However, expansionary monetary policy generates the greatest potential for incremental returns. Our findings provide practical implications for investors on how to adjust their portfolios in response to significant market events.
Paralympic athletes’ perspective of doping self-regulatory efficacy in Nigeria
Authors: Adegbesan Olufemi A , Akingbola Titilola S , Adeniyi Ade F , Ayorinde John O , Jaiyeoba Oluwatoyin M , Olowoleni Victor B 
Published: February 2024

Background Problems: With the high demands of sports and the crave for success despite diminishing strength with ageing in the presence of disability, athletes are tempted to contravene the ADRV. Research Objectives: The study aimed to study paralympic athletes’ perspective of doping self-regulatory efficacy in Nigeria. Methods: Descriptive survey design was adopted for the study. A 13-item validated questionnaire (α= .74) was employed to collect data for the study. One-hundred and twenty-four male (81) and female (43) elite para-athletes (mean= 23.15 years, ±3.65) voluntarily participated in the study. ANOVA, PPMC, and Cramer’s V Chi-Square Coefficient Contingency were used to determine the relationship and difference across age, gender and sport type and the extent of the para-athletes’ likelihood to dope and confidence to avoid banned substances, respectively. Findings and Results: It indicated a significant effect of age on likelihood to dope at the p < 0.05 for all conditions (F (1, 123) = 45.84, p = 0.000). Therefore, the null hypothesis was rejected. Findings indicated no significance across gender (0.091, p > 0.05), sport (0.280, p > 0.05), and age (0.263, p > 0.05) on the likelihood to dope. Although, significant among older (0.022), female (0.024) para-athletes. Cramer’s V indicated a strong association when drugs would give immediate fitness (ɸ = 0.217), (ɸ = 0.243), and (ɸ = 0.263) across age, gender, and sport type respectively. Conclusion: It is concluded among others that the para-athletes showed high self-efficacy and low likelihood to dope even in the presence of stressors. However, the ever-pressing need for the athlete’s body longing need for nutrition, oxygen, rest and staying in shape and top form for competing increased the possibility to use a banned drugs for your injury recovery among some older athletes. Psychological interventions are suggested combat the likelihood to dope given the experience levels or psychological dispositions of athletes.
The Role of Tourism Awareness on the Innovative Work Behavior of Tlangoh Beach UMKM Actors
Authors: Astuti Jayaning Sila , Rosyidah Rezkiyah , Arnani Ni Putu Rizky 
Published: February 2024

Abstract
Background: Tourism-related UMKM (Micro, Small and Medium Enterprises) have the potential to stimulate local economies. UMKM with innovative ideas for tourist attractions can be of benefit to both individuals and the community. Thus, tourism awareness is the key factor in promoting innovative work behavior among UMKM actors. Objective: This study aims to investigate the impact of tourism awareness on innovative work behavior. Method: This study employs a causality quantitative approach with the population of the study consisting of UMKM actors in the beach tourism of Tlangoh, Bangkalan. The sampling technique employed is saturated sampling. The instruments used were the tourism awareness scale and the innovative work behavior scale. Results: The findings suggest a strong relationship between tourism and innovative work behavior among UMKM actors at Tlangoh Beach. The tourism awareness variable contributed 39.5% to innovative work behavior, while the remaining 60.5% was influenced by other factors. Conclusion: The study reveals that the UMKM actors need to cultivate and implement tourism awareness on innovative work practices to maintain their business growth and sustainability in the future.

Abstrak
Latar Belakang: UMKM (Usaha Mikro Kecil dan Menengah) yang berhubungan dengan pariwisata mempunyai potensi untuk merangsang perekonomian daerah. UMKM dengan ide inovasi tempat wisata dapat memberikan manfaat baik bagi individu maupun masyarakat. Dengan demikian, kesadaran pariwisata menjadi faktor kunci dalam mendorong perilaku kerja inovatif di kalangan pelaku UMKM. Tujuan: Penelitian ini bertujuan untuk mengetahui dampak kesadaran pariwisata terhadap perilaku kerja inovatif. Metode: Penelitian ini menggunakan pendekatan kuantitatif kausalitas dengan populasi penelitian terdiri dari para pelaku UMKM wisata pantai Tlangoh, Bangkalan. Teknik pengambilan sampel yang digunakan adalah sampling jenuh. Instrumen yang digunakan adalah skala kesadaran wisata dan skala perilaku kerja inovatif. Hasil: Temuan menunjukkan adanya hubungan yang kuat antara pariwisata dan perilaku kerja inovatif di kalangan pelaku UMKM di Pantai Tlangoh. Variabel kesadaran berwisata memberikan kontribusi sebesar 39,5% terhadap perilaku kerja inovatif, sedangkan sisanya sebesar 60,5% dipengaruhi oleh faktor lain. Simpulan: Penelitian mengungkapkan bahwa para pelaku UMKM perlu menumbuhkan dan menerapkan kesadaran pariwisata terhadap praktik kerja inovatif untuk mempertahankan pertumbuhan dan keberlanjutan usaha mereka di masa depan.