bluuebunny/crossref_metadata_2025_split huggingface dataset:
The Effectiveness of eHealth Interventions-based Self-care on Health-related Quality of Life for Patients with Heart Failure
Authors: Ramadan Reda Mohamed El-Sayed , Alenezi Atallah , Abd Elazim Youssef Abd ELmeguid Nehal , Hussein Eman Sobhy Elsaid 
Published: February 2024

Background
Heart failure (HF) affects health-related quality of life (HRQoL) and is a public health concern. For people with heart failure, effective self-care practices are crucial.

Aim of the Work
to assess how EHealth interventions-based self-care affect heart failure patients' health-related quality of life.

Methods
Research design: To achieve the study's goal, a quasi-experimental approach was employed.

Setting
The Al-Quwayiyah General Hospital's outpatient clinic in Al-Quwayiyah City, Riyadh, the Kingdom of Saudi Arabia (KSA), was the source of heart failure.

Subjects
60 cases with Heart failure were recruited.

Tools
Tools of gathering data: Researchers created and employed four instruments: 1) Clinical data sheet and patient evaluation; 2) Knowledge assessment sheet; 3) Personality-Maintenance of Heart Failure Index (SCHFI); and 4) Minnesota Living with Heart Failure Questionnaire (MLHFQ).

Results
The patients under study ranged in age from 35 to 65, with 63.3% of them being female. After receiving eHealth Interventions-Based Self-Care, there were statistically significant changes in knowledge, self-care, and health-related quality of life between the pre-and post-tests (P<0.05*).

Conclusion
The study's patient population's degree of knowledge, self-care, and health-related quality of life had all considerably improved thanks to EHealth interventions-based self-care.

Recommendation
Through the implementation of patient-centered care programs, nurses play a proactive role in increasing the understanding of patients with HF regarding self-care and health-related quality of life.
Flower Initiation Pattern, Developmental Stages, and Seed Morphology of Paraphalaenopsis Labukensis P.S. Shim, A. Lamb & C.L. Chan, An Endangered Orchid in Sabah
Authors: Nelson Heira Vanessa , Gansau Jualang Azlan , Shamsudin Nor Amirah , Rusdi Nor Azizun 
Published: February 2024

Background
Paraphalaenopsis labukensis P.S. Shim, A. Lamb & C.L. Chan is a monopodial epiphytic species that can only be found in Sabah. P. labukensis orchids have unique characteristics in that it has a long floral lifespan as compared to other orchid species. The flower developmental pattern of P. labukensis greatly influenced capsule formation and seed maturation.

Objective
The present research was conducted to record the initiation of flower initiation, and floral morphology, and to observe the flowering and capsule development, as well as the effect of different capsule ages on asymbiotic seed germination.

Methods
A total of three individual plants of P. labukensis were observed. The flowering stages were characterized by quantitative parameters such as length of inflorescence, diameter, and length of buds, the number of flowers produced, and the length of the capsule formed. All the data were recorded through direct observation.

Results
Overall, twelve morphological landmark that define each stage of floral development was recorded. Based on the observation, P. labukensis inflorescence was asymmetric and in the shape of a panicle. The number of flowers varied among inflorescences, ranging from 3–5, that blossomed at different times. Furthermore, early capsules appeared 40–90 days after pollination (DAP). Then, 120 DAP of the capsule was selected as the most suitable capsule age for germination as it had reached its maturation period.

Conclusion
Identifying the duration of the whole flowering developmental process will aid in the production of capsules to attain a reliable and adequate seed source for in vitro seed germination.
Nasjonal lederutdanning for styrere i barnehagen – en arena for kvalifisering, sosialisering og subjektivering
Authors: Sollied Madsen Siri , Kleiven Hanne Merete Hestvik , Mørreaunet Sissel , Antonsen Yngve , Steinsvik Betty 
Published: February 2024

I studien undersøker vi hvordan grensekryssingen mellom arbeidet og styrerutdanningen bidrar til kvalifisering, sosialisering og subjektivering i rollen som leder i barnehager. Det teoretiske rammeverket er Biestas (2014) forståelse av kvalifisering, sosialisering og subjektivering som utdanningers tre funksjonsområder. Studien bygger på kvalitative data og presenterer analyse av eksamensoppgaver fra to kull ved UiT Norges arktiske universitet (n = 38). Resultatene viser at deltakerne ble mer enn faglig kvalifisert; de ble sosialisert inn i en lederrolle i studiet som ble overført til praksis i barnehagen. Deltakerne utviklet subjektivering i form av autonomi som leder overfor de øvrige ansatte og eiernivået, og de følte seg mer rustet til å håndtere spenninger, utfordringer og oppgaver. Studien viser betydningen av at utdanninger fremmer sosialiseringog subjektivering gjennom en kombinasjon av faglig påfyll, veksling mellom kontekster og diskusjoner samt arbeidsplassbasert gjennomføring av mellomarbeid.
ENGLISH ABSTRACT
National education for leaders in early childhood education – an arena for qualification, socialization, and subjectification
The study examines in which way border crossing between work and education contributes to qualification, socialization, and subjectification for leaders in early childhood education. The theoretical framework used in this article is Biesta’s (2014) understanding of qualification, socialization, and subjectivation as education’s three main domains. The study is based on qualitative data and presents an analysis of exam papers from two cohorts at UiT The Arctic University of Norway (n = 38). The results showed that the participants became more than professionally qualified, they were socialized into a role as a leader during the program. The participants developed subjectification in the form of autonomy as leaders in relation to the other employees and they felt more equipped to handle tensions, challenges and tasks associated with their position. The study shows the importance of education promoting socialization and subjectification through the combination of lectures, the crossing between contexts, discussions among peers, as well as workplace-based implementation of intermediate work.
Manajemen Perkandangan dan Biosekuriti Peternakan Radja kambing di Desa Langea, Kecamatan Ranomeeto, Kabupaten Konawe Selatan
Authors: Malesi La , Bain Ali , Rahadi Syam , . Nurhayu , . Sarina 
Published: February 2024

Radja Kambing was a farm located in Langgea Village, Ranomeeto District of South Konawe Regency which maintained the Etawa crossbreed goat. The problems experienced by partner group of breeders/ aspiring farm entrepreneur of goat was cage managemen and also application of biosecuryt system that was not up to standard, so the step that needed to be taken was to transferred the technological innovation to breeder group partners. This community service programe was aimed to brought tha changes andimprovements to the maintenance of management system in generally and cage management also biosecurity system application the Radja Kambing in particularly. The method that used were non physical activity method which includes counseling, training and technical guidance as a transferred information media, knowledge and teknologi, also physical activity method for example procurement of materials and tools, demonstrantion of making compost from goat feces. Theprograme results shown that there was a increase in breeders knowledge about good livestock management and biosecurity as well as an increase in knowledge about processing goat fecess become compostKey word: biosecurity, feces, cage, goat, compost
Research on key technology of mass customization based on flexible manufacturing in the context of deep learning
Authors: Zeng Fuxiang 
Published: February 2024

Abstract
In this paper, we first use particle swarm optimization to improve the BP neural network algorithm to optimize the neural network connection weights and thresholds and then apply it to the flexible manufacturing system to build a complete, flexible manufacturing process of mass customization. Based on the nonlinear mapping relationship between customer demand and product structure, a three-layer network is used to identify the effective demand of customers as well as the actual risk of the enterprise in order to satisfy the common users who do not care about the product structure and the optimization of industrial structure. After completing the configuration, the system is applied to an automobile company and a manufacturing company for testing purposes. After a long time of use, the average accuracy error is 0.0061. The value of the body module ignored by the customer is as high as 0.129, and the weight of the indicator system of the traveling control module is as low as 0.072, but it has become one of the most important indicators of the potential demand of the customer. Supply chain risk has a maximum difference of 6% when compared to the actual values. The manufacturer’s expectation value of 3.8967 for SCRF11 is “low”.
The Effective Guidance Path of High-Quality Employment for College Students in the Internet Perspective
Authors: Gan Haiyan , Yuan Wei Wei 
Published: February 2024

Abstract
The quantitative analysis of college students’ employment influencing factors is an effective path to tap into the employment problem of graduates and thus promote the high-quality development of the social economy. This paper constructs a high-quality employment logistic regression model using the logistic distribution function to study the relationship between high-quality employment of college students and their influencing factors, utilizes the correlation analysis method to measure the interdependence of variables, and tests the robustness of the model by replacing the variables and updating the model. The employment information of college students in city B is selected as a research sample to explore the regression effect of government and other factors on high-quality employment, and the socioeconomic level is tested as a mediating variable. And finally, the path to improve the employment quality of college students is designed. From the regression analysis of each factor and high-quality employment, the government level, college level, family level and individual level all show significant correlation at 1% level for high-quality employment, and the regression coefficients of the four levels are 0.126, 0.05, 0.034 and 0.077, which indicates that government policy is the key factor influencing college students’ high-quality employment. The proposed logistic regression model for high-quality employment can be used as a helpful reference for enhancing the high-quality employment of college students in universities.
The Influence of Marxist Chineseization on Chinese Excellent Traditional Culture in the Context of Big Data
Authors: Wu Re 
Published: February 2024

Abstract
The integration of Marxism and Chinese excellent traditional culture is the basic experience and path of the modernization of the Chineseization of Marxism. This paper explores the integration of Marxism and Chinese excellent traditional culture based on the multiple linear regression model, explores the direct impact of Marxist Chineseization on Chinese excellent traditional culture with the fixed effect model, and adds control variables sequentially for stepwise regression to analyze the influencing factors of Chinese excellent traditional culture. Then the quantile regression model is further introduced to describe the differences in the marginal effect effects of the Chineseization of Marxism on the development of Chinese traditional culture under different level conditions. The non-linear characteristics of the effects and panel instrumental variables are tested using the panel threshold model and endogeneity estimation. The results indicate that Marxist Chineseization has a significant positive coefficient at the 1% level. Furthermore, the estimated coefficients of Marxist Chineseization are 0.016, 0.036, 0.067, 0.066, and 0.069 at 10%, 25%, 50%, 75%, and 90% quantile points, respectively, which are significantly positive, indicating that there exists a positive facilitating effect of Marxist Chineseization on the excellent traditional Chinese culture. This study is of great significance for promoting the Chineseization of Marxism and accelerating the modern transformation of traditional Chinese culture.
Research on the Aesthetic Concept of Art Design Interpreting National Traditional Culture in the Context of Big Data
Authors: Yang Min 
Published: February 2024

Abstract
The relationship between Chinese art and design aesthetics and traditional Chinese philosophical concepts is inextricably linked. In this paper, the design elements in art design are first decomposed into characteristic elements, and the value domain of aesthetic characteristic parameters is determined by constructing the mathematical model between each characteristic element and sensual imagery. The aesthetic degree judgment method was used to quantify the aesthetic features. To examine the maximum factors that influence the aesthetic degree of art design, a multivariate quantitative model was utilized. Finally, through the quantification of aesthetics, the aesthetic concepts of national traditional culture in art design were analyzed, and the perception of aesthetics was elevated from perceptual to rational level so as to obtain the design art scheme and design law. The results show that the five elements of fire, earth, wood, water and gold colors in Chinese traditional art design, with brightness values of 65, 37, 28, 54 and 21, respectively, conform to the ratio of gray to medium tones, and generally interpret the cultural connotations of softness, harmony, conservatism, heaviness, simplicity, calmness and generosity. In this paper, we gain more knowledge about the traditional aesthetic culture in art design and encourage the application of national traditional culture in art design.
Digital Inheritance Strategy of Spiritual Concepts in Chinese National Community Consciousness Oriented by Ethnic Literature Promotion
Authors: Wang Qian 
Published: February 2024

Abstract
Chinese national community consciousness is the ideological foundation for realizing the Chinese dream. The influence of ethnic literature promotion on national community consciousness is examined through a multiple linear regression model in this paper. Using the empirical analysis method and the data from the Questionnaire for Predicting the Main Factors Affecting the Chinese National Community Consciousness, the paper conducts correlation and regression analyses on the overall level, group differences, and influencing factors of the Chinese national community consciousness at different stages, and draws out the overall characteristics of the Chinese national community consciousness and the reasons for the differences in the promotion of ethnic literature. As shown by the results, there is a strong correlation between the promotion behavior of ethnic literature and Chinese national community consciousness, with a correlation coefficient of 0.584. The mediating variable’s perceived confirmation of community consciousness has a significant regression coefficient of 0.372. The research in this paper provides the most direct empirical evidence for the behavioral tendency to build a strong sense of the Chinese national community and maintain the unity of the national community.
Diversity of expression in 3D digital media animation creation
Authors: Xu Yaoyao 
Published: February 2024

Abstract
At present, the theoretical research on the creation of 3D animation in the digital media era is in the ascendant. In this paper, starting from the grid model of 3D animation, a 3D animation intermediate frame interpolation algorithm based on the 3D grid model is proposed. The deformation gradient vector is extracted through the triangular slice when calculating the affine transformation between neighboring keyframes. Using the system of super-definite equations to solve the intermediate frame mesh, the interconversion equations are constructed, and the intermediate frame deformation scale vectors are computed to generate the corresponding 3D animation sequences. Using the OpenGL 3D graphics method, the image model, color and light of the animation are processed, and combined with the rotating animation design, the all-around construction of 3D animation is realized. Digital media technology is being explored through its diverse expressions. The characteristics of animation creation and the actual presentation effect of animation creation applied in movies are analyzed through experiments, and the influence of the animation audience’s willingness to watch is investigated. The results show that the mean value of color saturation of animated films ranges between [0.1, 0.8], and the mean value of color saturation is higher than that of non-animation. The starting value of the quantile coefficient of the rotated animation presentation was 0.85, and subsequently remained around 0.5, and there was significance at 1% level for the whole stage, which had a positive effect on the presentation of the animated movie.
Research on Teaching Characteristics of Innovative Civic and Political Education in Colleges and Universities Based on HOG Feature Extraction
Authors: Wei Xuechun 
Published: February 2024

Abstract
With the rapid development of information technology and scientific education, the work of ideological and political education in colleges and universities has also undergone important changes. In this paper, the gradient value of the learning behavior data of college ideological and political students is extracted by HOG features, and the extracted student behavior data is inputted into the learning dashboard to be analyzed, and the pedagogical feedback of ideological and political learning is obtained. Two classes, category features and numeric features, are categorized by the Kprototype algorithm for the educational dataset. Moreover, through the learning dashboard, learners’ learning-related data is graphically visualized in multiple dimensions to explore the factors that affect the effect of learning Civics and Politics in colleges and universities. Finally the teaching of college ideology and politics in University G is used as the metadata of the study to analyze the utility of the learning dashboard innovative teaching tool in teaching college ideology and politics. The results show that the effect value of the learning dashboard on the learning effect of Civics is 0.804, and the effect value on the emotion of Civics learners is 0.385, respectively, which both have a large degree of positive influence. The use of a learning dashboard can positively impact the learning behavior of Civics learners.
The Dilemma and Breakthrough of Innovation and Entrepreneurship of Higher Vocational College Graduates Based on Big Data Analysis
Authors: Gao Yun , Ding Jiumin , Liu Shuhan 
Published: February 2024

Abstract
The problem of cultivating students’ innovative and entrepreneurial ability is a non-negligible problem in the new era. This paper establishes a big data analysis model using a decision tree algorithm, assesses the entrepreneurial ability of higher vocational graduates based on the model as well as analyzes the differences in the entrepreneurial ability of students of different genders, then explores the influencing factors of graduates’ entrepreneurial ability, and carries out a correlation test of the influencing factors at each level. Finally, the entrepreneurial situation of higher vocational graduates was simulated and optimized, and the dilemma and breakthrough method of graduates’ entrepreneurial ability cultivation were analyzed. The simulation and optimization of vocational graduate entrepreneurship scenarios were carried out to analyze the dilemma and breakthrough methods in the cultivation of graduate entrepreneurship ability. According to the results, there is a correlation coefficient of 0.675, 0.695, and 0.876 between entrepreneurial ability at the national, social, and individual levels. From 2015 to 2022, when the investment of entrepreneurial capital, entrepreneurial resources, and entrepreneurial practice education is improved by 5%, the number of successful entrepreneurs will increase by 2, 1, and 5, respectively. This study helps to further enrich the theoretical system of innovation and entrepreneurship education in higher vocational colleges, and has significant theoretical significance in exploring the way of cultivating graduates’ entrepreneurial ability talents.
Research on Double Helix Talent Cultivation Mode of Vocational Institutions under the Perspective of Industry-Education Integration Mathematical Intelligence Innovation
Authors: Wang Lili 
Published: February 2024

Abstract
At present, there are problems such as weak government serviceability, low enthusiasm for regional industry participation and insufficient vitality of vocational colleges and universities in the talent cultivation mode of industry-teaching integration. This paper firstly constructs the double helix talent cultivation model of vocational colleges based on the double helix theory and analyzes the dynamic coupling of the inner and outer helix chains under this model. Secondly, it establishes the evaluation system of talent cultivation quality level from the two aspects of the inner helix chain and outer helix chain, solves the weight of evaluation indexes by using the entropy value method, and constructs the internal and external helix coupling coordination degree model. Finally, for the double-helix talent cultivation model proposed in this paper, data from 31 provinces in China are used as examples for verification. The results show that the development level of talent cultivation quality of both the inner and outer spiral chains showed a slow upward trend from 2010 to 2019, in which the outer spiral chain as a whole improved by 66.15%. The coupling and coordination level of the internal and external spiral chain in the eastern region has reached the highest level of 0.852, which is at the level of good coordination, while the coupling and coordination level in the western region is also increasing. The double helix talent cultivation model of vocational colleges and universities needs to clarify the main responsibility of enterprises, government and industry and be student-oriented in order to better improve the quality of talent cultivation.
Optimization of economic management mode and risk control based on the background of big data
Authors: Chen Yiran 
Published: February 2024

Abstract
In this paper, the enterprise data is processed without outline, PCA is used for data dimensionality reduction SVM is used to categorize the dimensionality reduction data, and the prediction of future trends is made based on the categorization situation. The PCA-SVM risk control model based on big data is established, and the PSO particle swarm algorithm is used to find the optimal parameters for SVM to improve its classification performance and optimize the prediction of enterprise management risks. In order to test the effect of risk management and control optimization, data processing is carried out for two types of companies, namely, banking and real estate industries, and predictions are made for their future operation based on the processing results. During the period from 2022Q1 to 2022Q2, the CSI banking index falls from 0.11 to −0.59; the output of this paper’s model is 1, i.e., there is a risk, and it is predicted that the values of Q1 and Q2 in 2024 are 1, and a financial risk may occur. The PCA-SVM model has a 95% determination rate for training samples, and it can predict low-risk sample companies accurately with a comprehensive error rate of only 6.67%. The data proves that the model can effectively predict the future risk status of enterprises according to the existing information and provide optimization reference for enterprises to change their economic management mode.