bluuebunny/crossref_metadata_2025_split huggingface dataset:
Appreciation and Dissemination of Chinese Paintings from a Cross-cultural Perspective Based on Information Diffusion Modeling
Authors: Liu Ying , Liu Lin , Liu Zheqing 
Published: July 2024

Abstract
With a long history, profound cultural deposits, and diversified art types, Chinese painting is both an important part of traditional Chinese culture and a typical representative of traditional oriental art and culture. This article starts with the spirit of Chinese painting and aesthetic appreciation and then explores the significance of Chinese painting’s foreign dissemination and dissemination path. For the appreciation of Chinese paintings, the article designs an index system for assessing the appreciation ability of Chinese paintings, solves the weights of the indexes by using the optimal assignment method of distance estimation, and constructs a model for assessing the appreciation ability of Chinese paintings by combining with the cloud model. The Hidden Markov Model is used to establish an information diffusion model for Chinese painting dissemination, and the parameters of the model are estimated using the Great Likelihood Method. The quantitative analyses of Chinese painting appreciation ability, information diffusion effect, and satisfaction with communication effect were carried out with students from University S as the research subjects. The main factor of Chinese painting appreciation ability is emotional ability, which has a weight share of 26.74%. The comprehensive assessment cloud eigenvalue is (3.4714, 0.1462, 0.0348), which shows that the appreciation ability is good. When the state transfer probability is raised from 0.3 to 0.9, the increase in the number of Chinese painting communication nodes in 25s is 93.59%, and the satisfaction index of the audience for the communication effect of Chinese painting is 3.899. Combining with the information diffusion model, we can understand the change of communication nodes in Chinese paintings, which can provide a guide to enhance the communication effect of Chinese paintings.
Human Resource Management Informatization in Colleges and Universities in the Era of Artificial Intelligence
Authors: Luo Jing , Wang You 
Published: July 2024

Abstract
In the era of big data, informationization has been integrated into all walks of life, and all kinds of intelligent systems are constantly updated and iterated. Along with this, there is a constant change in people’s way of thinking, state of life, and working methods. This phenomenon is more obvious inside the general colleges and universities which are densely populated by teachers and students, which also brings new difficulties and challenges to the HR of colleges and universities to carry out the daily work of management services for teachers and students. The article analyzes the current situation of information construction and the problems faced, analyzes the necessity of information construction of HR work in colleges and universities around the HR business, and, on this basis, puts forward a network information system model adapted to HR management work in colleges and universities in the current era, and at the same time combines the hierarchical analysis method with the fuzzy comprehensive evaluation method, in order to think about optimizing the management of human resources data and analysis of colleges and universities and the implementation of HR After the informatization management, the system management approval links are shortened from 6 to 3, while the number of operators is reduced by half, and the time consumed is reduced to 5 hours. The proposed path to optimize the program to improve the quality of service is intended to explore innovative educational service forms. It is, at this moment, submitted to the industry for reference and exchange.
Analysis and Optimization of Learning Behavior of Music Students in Colleges and Universities Based on Big Data
Authors: Pan Xia 
Published: July 2024

Abstract
As digital education continues to progress, more and more scholars are focusing on the analysis and optimization of big data in the field of education. However, the analysis and optimization of students’ learning behaviors using big data has received less attention. Therefore, this paper uses the improved K-means algorithm to cluster the four aspects of learning, diet, exercise, and consumption behaviors of music majors in College Z. We use the Apriori algorithm to conduct a correlation analysis between the clustered students’ consumption, life, learning, and grades. This analysis summarizes the characteristics of the students’ various behaviors and habits, enabling school administrators to provide effective and reasonable advice to the students. We used the improved K-means algorithm to identify five clustering results related to students’ behaviors. The correlation analysis revealed that 10.98% of the students were regular and hardworking, and there was a 97.78% probability that these students would get “excellent” grades. The majority of students who live a more regular life, spend more time on the Internet and have a low to medium level of consumption have a probability of getting “good” and “medium” grades, which indicates that the results of the big data survey are basically consistent with their actual situation. Obviously, the use of big data can improve the analysis of the correlation between students’ behaviors and grades.
Behavioral Analysis and Educational Management of College Students in Universities by Integrating Multi-source Data
Authors: Xu Xiangpu 
Published: July 2024

Abstract
Big data technology has brought new opportunities for the development of the education industry and can play a positive role in the management of student campus education. In this paper, the behavioral features in the extracted multi-source behavioral data of college students are dimensionality reduced using principal component analysis, and the behavioral features are clustered using density peak clustering and undersampling methods. The Adaboost algorithm is used to identify and classify each behavioral feature to obtain behavioral analysis data for students. Finally, the university’s education management system is constructed based on this behavioral analysis model. The behavioral analysis of students in a university shows that both consumption behavior and book borrowing behavior cluster into three categories. Among them, the type of students who clocked into the library with a medium frequency and borrowed the most number of books had the highest percentage (39.25%) among the students in this university. And there is about a 79.3% probability that students of the university with a high number of absences seldom visit the library. The study also showed that there was a significant difference (p<0.05) in the study behavior of students in both experimental and control classes after the application of the educational management system. The student behavior analysis and management platform proposed in this paper effectively promotes the development and progress of education management in colleges and universities and improves the efficiency of student management work and the scientificity and reliability of the results.
Strategies for the Application of Emerging Information Technology in the Digital Recording of Cultural Heritage at Mingxi Nanshan Site
Authors: Yang Lin 
Published: July 2024

Abstract
Digging deep into the value of the cultural heritage of Mingxi Nanshan Ruins and continuing the historical lineage is a mission given by history to contemporary people. This paper chooses Mingxi Nanshan Ruins as the research object, combs through the specific framework of emerging information technology, and analyzes the application strategy for digitizing cultural heritage. The digital experience system of Nanshan Ruins in Mingxi is designed by combining emerging information technology with the guidance of immersive psychological experiences for users. The drone close photogrammetry technique is selected to acquire images of Mingxi Nanshan Ruins, and the measurement routes of the drone are carefully planned. Based on the imaging model of a pinhole camera, the reconstruction process of the three-dimensional model of Mingxi Nanshan Ruins is designed by combining the position optimization of the drone image with the geometric constraints of the pole. For the effectiveness of the UAV proximity photogrammetry technique, its positional measurement accuracy, model quantifiability, and positional accuracy were verified, and feasibility assessment and user digital interactive experience were designed to obtain a subjective evaluation of the digital experience system of the Nanshan Ruins in Mingxi. The RMSE-H obtained from the refined route planning is 0.3294cm, the mean value of the error in the plane of the 3D model of Mingxi Nanshan Ruins is 0.022m, and the mean value of the user’s subjective evaluation of the digital experience system is 4.39 points. Using emerging information technology as a guide, we can realize the digital reconstruction of the cultural heritage of Mingxi Nanshan Ruins and provide a new path for its digital protection.
Spatio-temporal correlation analysis of tourism urbanization patterns and high quality ecological services
Authors: Cui Yongqian 
Published: July 2024

Abstract
Exploring the development of tourism-based urbanization and improving the overall competitiveness of regional tourism is a major initiative to promote the development of tourism in countries in China. In this paper, we take the urbanization pattern of tourism as the background, water yield, soil retention, and habitat quality as the factors, and use a bivariate spatial correlation model to explore the spatiotemporal association between the urbanization pattern of tourism and ecosystem services, so as to provide a reasonable reference for the development of the urbanization pattern of tourism from the perspective of ecosystem services. It was found that the construction of tourism urbanization pattern increased water production and soil retention by 17.07% and 23.08%, respectively, compared with 2000. In addition, habitat quality contained the highest ecological service value of woodland, which provided 81% of water production and 470.79 g·m−2 of carbon storage. Throughout the period, the spatial distribution pattern of soil conservation and habitat quality remained largely unchanged, and the synergistic trade-off relationship between ecosystem services demonstrated spatial heterogeneity. The interaction relationship was dominated by synergistic relationships, with a small number of districts and counties existing as a trade-off. The study measures how ecosystem services change over time and space in Province A. It also explains how trade-offs and synergistic relationships between ecosystem services work. Finally, it gives a good scientific basis for the growth of high-quality ecological services and tourism in a region that is rapidly urbanizing.
Demand Forecasting and Project Development of Sports Tourism Based on User Behavior under the Perspective of Harmonious Coexistence of Human and Nature
Authors: Hu Yuhan 
Published: July 2024

Abstract
Man and nature are interconnected and interdependent. The naturalization of man reflects the scientific nature of the landscape, the development of ecotourism is to establish the development of man and nature in harmony and unity of the development of ideas. This paper proposes measures to enhance the tourism experience based on the above concept. After a series of operations, such as similarity calculation and data cleaning, the user category, consumption level, and geographic location preference are calculated to establish a user model and portrait based on behavioral analysis. Based on LASSO penalty regression, the link between covariates is incorporated into the penalty term to complete the optimization and improvement of the LASSO regression model. Associate the user preference degree model with the tourism demand prediction model based on user preference. The model is applied in practice, and the average error rate for the number of tourists predicted by the LASSO regression coefficient is about 9.9%, which is smaller than the average error rate of the comparison model. Based on the results of the demand prediction, strategies related to the development of sports tourism projects are proposed, and the impact of sports tourism projects on the environment is evaluated. Based on the IPA analysis method, the user’s tourism experience of the subject area is assessed, and the user is more concerned about the internal transportation of the tourist place, with I and P values of 12.455 and 1.457, respectively, and the performance effect of the subject area in this point is poor, which needs to be solved in time.
Perlindungan Hukum Pekerja Harian Lepas di PT. Madina Agro Lestari Perspektif Undang-Undang dan Fiqih Siyasah
Authors: Hutabarat Yurliani , Hsb Putra Halomoan 
Published: July 2024

The problem in this research is the legal protection for casual daily workers at PT. Madina Agro Lestari in Attitude Village, Muara Batang Gadis District, Mandailing Natal Regency. Because there are still many casual daily workers who do not get some rights. Legal protection for casual daily workers is a work contract, work safety and welfare. The purpose of this study is to describe and analyze the legal protection for casual daily workers at PT. Madina Agro Lestari. The formulation of the research problem is how the legal protection for casual daily workers at PT. Madina Agro Lestari, what is the review of Fiqh siyasah regarding legal protection for casual daily workers at PT. Madina Agro Lestari, and what are the inhibiting and supporting factors for legal protection against casual daily workers at PT. Madina Agro Lestari. The method in this research is empirical normative with a sociological juridical approach, namely describing the conditions in the field as they are and the labor law which is the benchmark in this research. The data collection instrument used consisted of observation , interview , and documentation. The result of this research is legal protection for casual daily workers at PT. Madina Agro Lestari work agreements, worker wages, occupational safety and health, fiqh siyasa, view that humans are all the same and Islam is hostile to people who do not give the rights of others. The obstacles faced are that there are still many casual daily workers who have not received perfect legal protection due to the low education of casual daily workers, and from companies.
Use of Topical Minocycline for Treatment of Confluent and Reticulated Papillomatosis
Authors: Meledathu Shannon , Nguyen Helen , Husain Zain 
Published: July 2024

Confluent and reticulated papillomatosis (CRP) is a rare dermatosis initially that typically affects young adults and is characterized by scaly, hyperpigmented macules or papillomatous papules combining into patches typically involving the upper trunk and neck. Herein, we report two cases of CRP successfully treated with topical minocycline. The most widely accepted treatment of CRP to date is oral minocycline. Due to the chronic nature of CRP, topical minocycline could be considered a better first-line treatment option. This alternative treatment offers the advantage of a targeted, local application for enhanced skin bioavailability and efficacy. This case supports the possibility of topical minocycline use as an alternative to long-term oral antibiotics for treatment of CRP.
Strategies to build stronger bones in Indian children: Challenges for implementation
Authors: Mukhopadhyay Satinath , Dutta Deep 
Published: July 2024

Background & objectives
Globally, vitamin D deficiency has been incriminated in poor bone health and growth retardation in children, impaired adult musculoskeletal health (classically described), increased risk of cardiovascular events, immune dysfunction, neurologic disorders, insulin resistance and its multiple sequelae, polycystic ovary syndrome (PCOS) and certain cancers. This review intends to holistically highlight the burden of vitamin D deficiency among children in India, the public health importance, and potential therapeutic and preventive options, utilizing the concept of implementation research.

Methods
A systematic search was carried out on PubMed, Embase, China National Knowledge Infrastructure (CNKI) and Cochrane database, clinicaltrials.gov, Google Scholar, and ctri.nic.in with the keywords or MeSH terms namely ‘vitamin D’, ‘cholecalciferol’, ‘ergocalciferol’, ‘children’, connected with appropriate boolean operators.

Results
Vitamin D deficiency/insufficiency prevalence varies from 70-90 per cent in Indian children. Rickets, stunting, impaired bone mineral health, and dental health are common problems in these children. Serum 25-hydroxy vitamin D (25(OH)D) should be maintained >20 ng/ml in children. Oral vitamin D supplementation has a high therapeutic window (1200-10,000 IU/d well tolerated). Fortification of grains, cereal, milk, bread, fruit juice, yogurt, and cheese with vitamin D has been tried in different countries across the globe. From Indian perspective, fortification of food items which is virtually used by everyone would be ideal like fortified milk or cooking oil. Fortification of “laddus” made from “Bengal gram” with vitamin D as a part of a mid-day meal programme for children can be an option.

Interpretation & conclusions
There is enough evidence from India to suggest the importance and utility of food fortification with vitamin D to address the epidemic of vitamin D deficiency/insufficiency in children.
Current status of implementation of trauma registries’ in LMICs & facilitators to implementation barriers: A literature review & consultation
Authors: Cote Maria P. , Hamzah Radzi , Alty Isaac G. , Tripathi Isita , Montalvan Adriana , Leonard Sophia M. , Kamble Jyoti , Javed Saad , Asturias Sabrina , Khajanchi Monty , Raykar Nakul P. 
Published: July 2024

Background & objectives
Many low- and middle- income countries (LMICs) have attempted to implement trauma registries with varying degrees of success. This study aimed to understand the registry implementation mechanism in LMICs better. Study objectives include assessment of the current use of trauma registries in LMICs, identification of barriers to the process and potential areas for intervention, and investigation of the registry implementation experience of key stakeholders in LMICs.

Methods
An initial narrative review of articles on trauma registry use in LMICs published in English between January 2017 and September 2023 was conducted. Key findings identified in this review were used to establish a theoretical framework from which an interview guide was subsequently developed. Expert consultation with key stakeholders in trauma registry implementation in two LMICs was conducted to assess the experience of registry implementation further.

Results
The presence of trauma registries in LMICs is limited. Key implementation barriers include funding concerns, uncoordinated administrative efforts, lack of human and physical resources (i.e., technology, equipment), and challenges in data management, analysis, and quality. Stakeholder interviews highlighted the importance of trauma registry development but echoed some obstacles, notably funding and data collection barriers.

Interpretation & conclusions
Barriers to registry implementation are ubiquitous and may contribute to the low uptake of registries in LMICs. One potential solution to these challenges is the application of the WHO International Registry for Trauma and Emergency Care. Future studies examining context-specific challenges to registry implementation and sustained utilization are required.
Project Vayoraksha: Implementation of novel mHealth technology for healthcare delivery during COVID-19 in geriatric population of Kerala
Authors: Mathew Geethu , Bava Nooh , Varghese Aby Dany , Sushan Abey , Benjamin Anoop Ivan 
Published: July 2024

Background & objectives
mHealth technologies, with their potential in improving public health, have recently gained considerable interest in India, offering an opportunity to deliver tailored and low cost interventions to the selected populations, especially in resource-poor settings. Project Vayoraksha aimed at developing and pilot testing mHealth technology-assisted strategies (Vayoraksha mobile application and field Vayoraksha network) to improve healthcare delivery and reverse quarantine at the field level among the geriatric population.

Methods
This field operational research study was implemented in Pathanamthitta, Kerala, from October 2020 to July 2021. The Vayoraksha mobile phone application for the geriatric users and a web interface used by healthcare workers involved in the field Vayoraksha network was developed with multisectoral expertise. Vayoraksha had facilities for symptom surveillance, teleconsultation and assessment of needs and included a community-based system to monitor and meet their needs that can help in reverse quarantine of the geriatric population.

Results
The project was implemented using the field Vayoraksha campaign involving frontline health workers and community volunteers. A baseline survey of 4782 geriatric population in the study area was conducted in Phase I, and 2383 (49.8%) had access to a smartphone facility to use Vayoraksha. Of these, 1257 (52.7%) were covered under the ‘field Vayoraksha campaign’ using intersectoral coordination and community participation. A total of 750 (59.6%) geriatric individuals downloaded the application of whom, 452 (60.3%) used the services of Vayoraksha. Needs were registered by 56 (12.3%) individuals of which 46 (82.1%) were medical needs related to the management of chronic diseases. More than 70 per cent of the needs were met through the Vayoraksha field network under the local primary health centre. More than 80 per cent of the geriatric individuals reported symptoms related to COVID-19 during the intervention period. Compliance with quarantine was observed in 77.7 per cent of the geriatric populations. Among those who used Vayoraksha, 26 (5.7%) availed tele-counselling services, and 3 (0.6%) used teleconsultation facilities. It was observed that Vayoraksha users had a higher proportion of the geriatric population who were young, educated, having chronic morbidity and living with family. Regular symptom surveillance was done within this group; only 12 (2.6%) of them tested positive for COVID-19 during this study.

Interpretation & conclusions
Results of this pilot study are promising, with 60 per cent of the geriatric population downloading and using Vayoraksha within a short time. Technology-assisted interventions can supplement the existing system for improved healthcare delivery among the vulnerable groups and have good potential for scale-up in the near future in developing countries.