bluuebunny/crossref_metadata_2025 huggingface dataset:
New to school: Supporting secondary school students who move schools during the school year.
Authors: Mackay Barbara
Published: October 2024

School mobility is a widespread problem in the student population of New Zealand secondary schools. It is an ongoing concern for schools, teachers, families, communities, and for students themselves. This article explores the reasons for the movement of secondary school students who change schools frequently. An understanding of the factors influencing this mobility is vital for school counsellors and others involved in pastoral care, because of the potentially related difficulties that may develop. Students may have varied and complex needs and the professionals involved will be better equipped and more responsive if they have this knowledge and understanding. Working with the pastoral care network, teaching staff, and the wider school community, school counsellors can have a further role in advocating for these students. [ABSTRACT FROM AUTHOR] Copyright of New Zealand Journal of Counselling is the property of New Zealand Association of Counsellors and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
How adoption affects the experience of adult intimate relationships and parenthood: A systematic review.
Authors: Field Julia , Pond Rachael
Published: October 2024

In the last two decades, researchers and clinicians have started exploring the wide range of lifelong impacts of adoption on adult adoptees. Several studies have suggested that adoptees may be at greater risk for insecure attachments than non-adopted people, thus contributing to difficulties in forming satisfying interpersonal relationships. The aim of this article is to systematically review the evidence about the nature and quality of adult adoptees' intimate relationships with their partners and children. After systematically searching most major article databases and "hand" searching major adoption journals, the review included 15 quantitative, qualitative, and mixed-method studies that fulfilled the selection criteria (domestically adopted adult participants over the age of 18; published and grey literature since 1997). Following data extraction and synthesis, themes emerged across the literature suggesting that being adopted is influential in intimate relationships for some adoptees, with complexities of attachment, anxiety, and ambivalence characterising their relationships with partners and experiences of parenting across the lifespan. Methodological and sampling limitations in the studies preclude application to adoptees generally but rich descriptive data provides useful insights for counsellors who may work therapeutically with this population. [ABSTRACT FROM AUTHOR] Copyright of New Zealand Journal of Counselling is the property of New Zealand Association of Counsellors and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Who comes to the school counsellor and what do they talk about?
Authors: Hughes Colin , Barr Angela , Graham Judith
Published: October 2024

Public and political attention have recently been given to concerns over the mental health and wellbeing of young people in New Zealand. Guidance counsellors, embedded as they are within school communities, are well positioned to offer professional mental health support. In addition, school counsellors report an increasingly busy and complex workload. This article reports on a research project that looked at who comes to see the school counsellor and what issues they talk about. Over a 50-day period in 2018, secondary school counselling services across 11 schools in the North and South Islands of New Zealand collected data specific to their counselling work. Results indicate that counsellors are widely used by students at all year levels, and that the majority of students were self-referring. However, nearly 30% of students wanting an appointment had to wait three or more school days to see a counsellor, the majority of those waiting six or more days. In 9 out of the 11 schools Māori accessed the counselling service at a higher rate than their percentage of the school roll. In 4 of the 11 schools New Zealand European students accessed the counselling service at a higher rate than their percentage in the school. Minority ethnic groups were underrepresented. Five issues--family, anxiety, school, peer friendships, and depression--were the most frequently reported. These results have implications for schools in a wide number of areas, including staffing levels in counselling departments. [ABSTRACT FROM AUTHOR] Copyright of New Zealand Journal of Counselling is the property of New Zealand Association of Counsellors and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Walking a tightrope: A balancing act by school counsellors.
Authors: Pizzini Nigel , Gremillion Helen , Newman Tanya
Published: October 2024

When clients report harm or abuse to a counsellor and the threshold of "imminent harm" is not met, the counsellor faces potentially competing ethical imperatives. While reporting or informing others can bring safety, it can also harm relationships, including the therapeutic alliance. Focussing on the context of school counselling, this article makes a case for the relative autonomy of counsellors if they wish to consult with other professionals to help clarify their ethical, moral, and legal obligations. We argue that counsellors need not inform clients that such consultation has occurred. In addition, this article explores language that preserves the therapeutic relationship and advocates for a collaborative response to harm reduction that wherever possible prioritises client choice and agency around matters of disclosure. [ABSTRACT FROM AUTHOR] Copyright of New Zealand Journal of Counselling is the property of New Zealand Association of Counsellors and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
No Barriers: Estratégias e Boas Práticas para a Empregabilidade de Pessoas com Deficiência Intelectual
Authors: Pereira Júlia , Casimiro Cátia
Published: October 2024

Na Convenção das Nações Unidas sobre os Direitos das Pessoas com Deficiência é mencionada a necessidade de inclusão das pessoas com deficiência no local de trabalho. Além disso, a inclusão de Pessoas com Deficiência Intelectual no mercado de trabalho desafia as convenções capacitistas e abraça a diversidade como um acelerador da justiça social e do crescimento económico. Os esforços de cooperação do Projeto No Barriers to Employment mostram ainda mais os intrincados cenários legais, sociais e pedagógicos que influenciam a inclusão profissional das Pessoas com Deficiência Intelectual em diferentes países e demonstram um empenho em reformular o trabalho de uma forma que valorize todos. Nem este livro nem qualquer outro deve oferecer instruções sobre como “normalizar” a vida das pessoas com deficiência intelectual de modo a que se integrem na força de trabalho. Em vez disso, os livros devem começar por desenvolver métodos para reconhecer as qualidades únicas das pessoas, de modo a que essas diferenças sejam incorporadas na definição de trabalho na sociedade atual.
Empoderamento através da Linguagem, Modelos Inclusivos e Ativismo: Promovendo a Inclusão para Pessoas com Deficiência
Authors: Casimiro Cátia , Léste João , Sousa Carla
Published: October 2024

Este capítulo explora o papel fundamental da linguagem na inclusão e empoderamento das Pessoas com Deficiência Intelectual (PcDI). Analisa de forma crítica a evolução histórica da linguagem, destacando a mudança de termos capacitistas para expressões mais inclusivas, e a importância de adotar uma linguagem simples para melhorar a acessibilidade informacional para as PcDI. Além disso, discute os desafios decorrentes das tentativas de integrar uma linguagem neutra em termos de género nos textos, o que pode, inadvertidamente, aumentar a sua complexidade. Através de exemplos, destaca o potencial transformador dos modelos de emprego inclusivos no enriquecimento da cultura empresarial e na criação de valor para as empresas, ao mesmo tempo que explora a interseccionalidade das mudanças linguísticas, incluindo os impactos da neutralidade de género na carga cognitiva e na acessibilidade, propondo uma abordagem matizada da linguagem que respeite a diversidade e, ao mesmo tempo, promova a inclusão. Em última análise, esta abordagem holística tem como objetivo promover uma sociedade mais inclusiva através de práticas linguísticas e de emprego estratégicas.
The use of formations acid treatment new technologies to restore reservoir productivity
Authors: Lyamina Natalya Fyodorovna , Mazgonov Maxim Andreevich , Rodchenkov Sergey Mikhailovich
Published: October 2024

Oil recovery, measured by the oil recovery factor (ORF), is a key indicator of the efficiency of oil production. In Russia, the ORF decreased to 0.3 while in the United States this indicator increased to 0.4. About 90% of Russian oil is produced by large holdings, the structure of reserves is shifting towards hard-to-recover, which requires the use of new methods to increase oil recovery. Primary and secondary production allows only 20-50% of oil to be extracted, what makes the use of tertiary methods necessary. The development of horizontal wells with multistage hydraulic fracturing contributes to the development of new field sites, but requires careful preparation of wells to minimize risks and cost increases. Cleaning the bottomhole area using acidic formulations is often the only cost-effective way to restore the productivity of a horizontal well. The improved method of acid composition reduction using a guar gel with delayed “crosslinking”, which ensures uniform treatment of all productive zones of the formation is considered in article. The technology allows for continuous multi-stage acid treatment, temporarily blocking highly permeable areas and increasing the coverage of acidic effects on poorly drained areas. The calculation of the diverter volume considers the average efficiency of the liquid after mini-fracturing, adjusting the volume depending on the efficiency of the liquid at each port.
Menstruación e injusticias en salud: un llamado a la bioética
Authors: Belli Laura F. , Suárez Tomé Danila , Mileo Agostina
Published: October 2024

Este artículo provee una propuesta de inclusión de la salud menstrual en la agenda de la bioética que parte del diagnóstico de que se trata de un problema subrepresentado en la disciplina. Se analizan casos ejemplificadores y actuales de este problema, se argumenta la necesidad de un abordaje bioético urgente acerca de salud menstrual que entrelace las perspectivas transfeministas, interseccionales y de derechos humanos. Lo anterior, en vistas de contribuir a que se garanticen los derechos de quienes menstrúan, especialmente en relación con la investigación médica, y con el acceso y la atención en salud.
Las tecnologías de la información y la comunicación en los ERP para la gestión empresarial
Authors: Bonilla Jurado Diego Mauricio
Published: October 2024

Las tecnologías de la información y la comunicación han generado grandes cambios en todos los sectores de la sociedad actual, pero especialmente en el ámbito empresarial, promoviendo el desarrollo de la Planificación de Recursos Empresariales (ERP). De estos cambios tecnológicos es que se evidencia la necesidad de estudiar cómo influye la tecnología en las ERP y de analizar la producción científica en este campo de estudio entre los años 2013 y 2023. El estudio utilizó dos de las bases de datos con mayor impacto en la comunidad científica, Scopus y Web of Science, para proporcionar una visión general descriptiva y analítica de las tendencias más desarrolladas y las líneas emergentes de investigación en el campo. Se aplicaron técnicas bibliométricas para analizar los datos, incluyendo el análisis de citas, el análisis de coocurrencia de palabras clave y el análisis de redes. La producción científica en las ERP ha experimentado un crecimiento constante en los últimos años, con un aumento significativo en el número de publicaciones y citas. Los resultados del análisis bibliométrico indican que las áreas de investigación más desarrolladas son la planificación de recursos empresariales, los sistemas de gestión, las tecnologías de la información y el rendimiento empresarial.
Diferencias en la capacidad aeróbica en escolares según nivel de ejercicio físico, origen sociocultural y edad relativa
Authors: Rosa Guillamón Andrés , Martínez España M
Published: October 2024

La capacidad aeróbica es uno de los principales exponentes del estado de salud relacionado con la condición física. La inclusión de variables relevantes en el ámbito educativo podría ser de interés pedagógico. El objetivo fue analizar las diferencias en la capacidad aeróbica según edad relativa, origen sociocultural (inmigrante v. nativo) y nivel de ejercicio físico (no practica v. sí practica). Estudio descriptivo transversal realizado con 196 escolares (93 niñas) de 7-11 años de edad. Se registraron dos medidas (antes y después de las vacaciones navideñas) de la capacidad aeróbica empleando el test de Course-Navette. Se empleó un cuestionario sociodemográfico para registrar edad relativa (de enero a abril v. de mayo a agosto v. de septiembre a diciembre), origen sociocultural (inmigrante v. nativo) y nivel de ejercicio físico (no practica v. sí practica). Los análisis de la covarianza mostraron los siguientes resultados: (i) los valores de capacidad aeróbica del grupo sí practica fueron superiores en comparación con el grupo no practica (p entre 0,006 y 0,001); y (ii) no se detectaron diferencias estadísticamente significativas en la capacidad aeróbica entre los grupos de estudio (p ≥ 0,05). Estos resultados sugieren que el ejercicio físico podría ser un elemento diferenciador en el nivel de capacidad aeróbica, mientras que la edad relativa y el origen sociocultural no se muestran como variables determinantes en escolares de primaria.
Magnetron sputtered silicon thin films for solar cell applications
Authors: Szindler Marek , Szindler Magdalena M. , Lukaszkowicz Krzysztof , Matus Krzysztof , Nuckowski Paweł
Published: October 2024

One of the important directions of research in photovoltaics is the development of new thin-film technology, which can replace the currently used, more expensive bulk silicon technology. The article discusses the findings from research focused on optimizing the parameters for the deposition of silicon thin films with P-type electrical conductivity for applications in photovoltaics. The growth rate was determined depending on the change in substrate temperature using reflectometry and the influence of deposition time on optical properties was determined using UV/VIS spectroscopy. Photovoltaic structures were made on substrates with an ITO layer and their electrical parameters were measured. The authors applied the magnetron sputtering method to deposit the layers, selecting it over the commercially used the chemical vapor deposition (CVD) method. This replacement could alleviate the necessity for high temperatures and broaden the potential applications of thin-film solar cells.
Strategic Analysis of Profit Structure and Quality Improvement in Digital Transformation of Advanced Manufacturing Industries
Authors: Li Lan , Li Yuping , Xiang Yu
Published: October 2024

Digital transformation is the engine to promote the high-quality development of the advanced manufacturing industry. This paper constructs a measurement model for the development level of digital transformation in the advanced manufacturing industry and proposes a measurement method for the development level of digital economy and digital transformation in the advanced manufacturing industry. The data are preprocessed through text mining, the vertical and horizontal pull-out grade method is used to determine the weights and calculate the final measurement value, and the time weights are obtained with the help of the nonlinear programming method to realize the measurement of the development level of the digital economy. Use the maximum-minimum value method to process the data related to digital transformation, utilize the entropy value method to calculate the index weights, and calculate the digital transformation development level through the linear weighting function method. The representative provinces of each region are selected to analyze the digital transformation of the advanced manufacturing industry in the east, middle, and west regions of China. The composite index of the digital economy development level in the East, Central, and West is 0.62, 0.45, and 0.37, respectively. The value of the digital transformation development level of Guangdong, Shandong, and Sichuan in 2023 reaches 0.9857, 0.3949, and 0.3747, respectively, ranking in the top three, whereas Jilin and Guizhou are only 0.1479 and 0.1128, and the level of digitalization of China’s advanced manufacturing industry is marked by obvious geographical imbalance.
Research on the Optimization Path of College Education and Teaching Based on Big Data Analysis
Authors: Liu Yan , Tuerdahong Nuerlan , Wang Bo
Published: October 2024

Educational big data analytics can provide data support and decision-making reference for the optimization of education and teaching in colleges and universities by mining the daily behaviors of college and university students, searching for the data features that affect college students’ academic performance, and establishing corresponding prediction and early warning models. In this paper, we constructed a college student performance prediction model based on the CNNBiLSTM-Attention algorithm, integrating the advantages of bi-directional long- and short-term memory neural networks and attention mechanisms, introducing the 1-tanh function after the forgetting gate to make the output value of the forgetting gate in a more obvious range, retaining the features of the input data as much as possible, and improving the learning ability of LSTM. In the context of teaching in colleges and universities, we observed that the model in this paper achieved an accuracy of 86.39% and an F1 value of 83.59% on two dataset tasks, Principles of Microcomputer and News Editing, respectively. When predicting the results of the 2022 academic year grade performance points, the prediction accuracy of seven different score levels exceeded 80%. Three students in the experimental class had midterm scores below 40, but after teacher communication and targeted counseling, there were no students with scores below 40 at the end of the semester. In the midterm prediction, no student scored higher than 90. After the teachers adjusted the teaching plan and optimized the teaching arrangement based on the prediction results, six students had scores above 90 at the end of the final term. Students’ scores in all subsections have improved, and the overall distribution of scores has moved significantly toward the higher-scoring sections. From 68 points in the midterm prediction to 72 points in the final test, the number of sub-segments increased the most. The use of big data technology has had an optimizing effect on existing universities’ traditional education and teaching models.
A Data-Driven Study of the Patterns of Influence of Transformational Leadership Styles on Worker Safety Behavior in the Construction Industry
Authors: Song Hongling , Khatibi Ali , Tham Jacquline
Published: October 2024

Safety behavior in the construction industry is the basic guarantee for the safe construction of buildings, and the leadership style of managers has an important impact on the safety behavior of construction workers. To elucidate the mechanism of transformational leadership’s impact on the safety behavior of construction workers, this study first examined the theoretical underpinnings of transformational leadership theory and safety behavior. It then developed a conceptual model of transformational leadership and the safety behavior of construction workers. Finally, it analyzed the correlation and strength of this model between transformational leadership, organizational equity, and safety behavior. The main effect of transformational leadership on construction workers’ safety behavior is analyzed. The mediating variable of organizational equity, which directly affects workers’ safety behavior, is introduced to enhance the mechanism of transformational leadership and construction workers’ safety behavior. The correlation between transformational leadership and safety behavior is 0.89, indicating that transformational leadership has a significant impact on safety behaviors. The regression coefficient of organizational equity was significant at the p<0.001 level of 0.217, testing the mediating role of organizational equity between transformational leadership and worker safety behavior. The data-driven monitoring of workers’ safety behaviors and the research results clarify that transformational leadership facilitates the emergence of safety behaviors among construction workers and ensures the normal operation of construction projects.
Exploring the Innovative Methods of Ideological and Political Education for College Students in the New Media Era
Authors: Bao Shanshan
Published: October 2024

With the continuous progress of social development and the times, ideological and political education faces newer challenges and needs to adapt to the requirements of the new era. Based on the statistical analysis method, this paper explores the innovation of ideological and political education in colleges and universities from the perspective of new media. By studying the impact of new media on ideological and political education in colleges and universities, six research variables were obtained. Using research to obtain research data and combining independent sample t-test, Spearman correlation coefficient to the linear regression model, and other methods to process the data, the innovation of ideological and political education in colleges and universities under the new media perspective is empirically analyzed. The results show that the faculty team, educational resources, educational methods, curriculum content, practical activity system, and teacher-student interaction have a significant positive correlation on the innovation of ideological and political education, with Spearman correlation coefficients of 0.097, 0.576, 0.322, 0.174, 0.756, and 0.708, respectively, and the regression equations are 0.167+0.148*faculty team + 0.116* Educational Resources + 0.159* Teaching Methods + 0.126* Practical Activity System + 0.135* Teacher-Student Interaction, and based on the results of the empirical analysis, we propose an innovative method of ideological and political education.
Structural performance and durability assessment of ultrafine powdered concrete in modern buildings
Authors: Cheng Xu
Published: October 2024

This paper investigates the impact of various ultrafine powders on the flow characteristics and mechanical properties of concrete, with the aim of enhancing its overall performance. Examine the compressive and flexural strengths of cement, establish distinct matching ratios, and clarify the actual mixing quantity of silica fume and ultrafine powder. Analyze the durability of concrete structures and propose causes for carbonation and formation of concrete. Obtain the durability evaluation indexes, propose the variable weight fuzzy comprehensive judgment method, and establish the durability evaluation system for ultrafine powder concrete buildings. When the on-site test results for reinforcement corrosion, concrete strength, carbonation depth, cracks, and damage degree are added together, the values of each assessment vector of the fuzzy comprehensive evaluation are found. This lets us figure out the bridge’s durability grade. The highest compressive degree was achieved by both ultrafine silica-aluminum material and ultrafine mineral fishery powder at a 20% dosage. The submicron silica material achieved the highest compressive strength with a 40% dosage. In the test and analysis of the ultrafine powder concrete bridge building structure, the fuzzy comprehensive judgment grade is III. That is, there is a certain degree of damage state, and measures must be taken, which is consistent with the field test results.
Comparative analysis of the effects of different physical education elective courses on college students’ physical fitness indices
Authors: Huang Zhuanzhuan , Luo Jieya
Published: October 2024

This paper uses mathematical statistics and one-way ANOVA for the data of each index between groups to conduct comparative experiments on the teaching of elective courses of basketball, aerobics, track and field, and badminton with undergraduate students majoring in physical education at University X. The comparative analyses of changes in students’ physical health index before and after the experiments are an attempt to systematically study the extent of the influence of the elective courses of physical education in general colleges and universities on the physical fitness of college students in order to seek a more scientific and more effective curriculum program. A more scientific and effective curriculum program is being sought. The conclusions are as follows: physical education elective courses have a positive impact on students’ physical fitness and provide different opportunities. Students who chose basketball, aerobics, and badminton elective courses improved their seated forward bending, 800m/1000m, and grip strength qualities to a greater extent with significant differences (P<0.05 or P<0.01). Basketball, aerobics, track and field, and badminton all significantly improve lung capacity for both boys and girls. Basketball had the highest impact on the students’ physical fitness index, followed by aerobics.
Quantitative Impact Analysis of Social Network Usage Patterns on College Students’ Mental Health and Preventive Countermeasures
Authors: Jia Zhiping
Published: October 2024

Along with the rapid development of the Internet, social networks have caused significant changes in people’s interaction patterns. The study chose students from a certain university to fill out a questionnaire. The questionnaire data was then analyzed using descriptive statistics, correlation analysis, and mediation effect validation to learn more about how college students use social networks. The study also looked at how college students’ social network use affects their mental health. College students produce positive psychology through friendship quality when using active social networks, and they can also produce partially positive and negative psychology through friendship quality when using passive social networks. There is a significant positive effect of passive social network use on students’ upward social comparison (t = 2.13, Sig. < 0.01) and a significant negative effect on friendship quality and positive psychology (t = -2.58/-2.77, Sig. < 0.01), and it can have a significant positive effect on students’ positive psychology through the chain of upward social comparison and friendship quality. Colleges and universities should provide mental health counseling courses and organize fun activities to guide students to use social networks reasonably, build self-knowledge, and prevent the negative effects of overusing social networks on students’ mental health.
The Promoting Role of Green Finance Reform and Innovation on the Sustainable Development of Low-Carbon Enterprises - An Analysis Based on Recursive Neural Networks
Authors: Shi Lulu , Shang Meng
Published: October 2024

The government has introduced a series of green financial support policies to support the low-carbon technological innovation of enterprises, and it has become an inevitable trend to take the road of high-quality development with clean, low-carbon efficiency and safety. In this paper, in order to further realize the quantitative analysis of green financial reform on the sustainable development of low-carbon enterprises, based on the principles of the evaluation index system construction on the sustainable development of low-carbon enterprises evaluation index system design, to determine the evaluation index level thesis domain, its data dimensionless processing, so that its evaluation indexes are composed of fuzzy relationship matrix. With the help of a recursive neural network, we analyze the low-carbon sustainable development of enterprises in the context of green financial reform. It is found that the squared error of the mean value of the enterprise low carbon sustainable development ability index based on a recursive neural network is 0.044. During the implementation of the green financial reform policy, the low carbon sustainable development ability of the sample enterprises has been improved, among which the growth trend of enterprise D (0.50415-0.44039=0.06376) is more rapid, which strongly confirms that the green financial reform and innovation promote the sustainable development of the low carbon enterprises. The promotion of green financial reform and innovation has been confirmed to have a strong effect on the sustainable development of low-carbon enterprises.
Prediction of Historical Development Trends of Traditional Wushu Culture Based on Data Mining
Authors: Zheng Mingjie , Kong Ruyu
Published: October 2024

This paper first introduces the use of data mining technology in the development of the traditional culture of martial arts. This paper begins with the optimized FCM algorithm, obtains the fuzzy pattern through the affiliation function, and builds a prediction model using the clustering algorithm of fuzzy time series. The historical development trend of Chinese martial arts traditional culture is predicted using this model. The results show that the process of defuzzification prediction divides the literature on the development of traditional culture of martial arts into five groups, and the five clustering centers are A1: 3055-4693, A2: 5603-6919, A3: 6388-7497, A4: 7984-8150, and A5: 8876-9483. The predicted values of the FCM algorithm model for the literature of the first group to the fifth group are respectively 3735.3, 5374.05, 6351.57, 7048.56, and 9144.31. The average error of prediction is 0.134, 0.062, 0.094, 0.126, and 0.025, respectively. The average prediction accuracies of the predictions are all >85%, and in particular, the accuracy of predicted values for the fifth group reaches 98%. It can be seen that the prediction model proposed in this paper is effective in predicting the historical development trend of the traditional culture of martial arts.
Multi-source data-driven technology research on carbon emission dynamics prediction in electric power industry
Authors: Wang Ruoyu , Li Jing , Li Zhipeng , Sun Qingchao
Published: October 2024

This paper analyzes the trend of power generation structure and carbon emission changes in the power industry and decomposes and analyzes the influencing factors of carbon emission in the power industry by using the LMDI decomposition method. Combined with the analysis of the influencing factors of carbon emissions in the power industry from 2016 to 2022, the carbon emissions of the power industry in the Yellow River Basin are simulated by the scenario analysis method. Four simulation scenarios were constructed based on the economic scale, industrial structure, industrial electricity consumption intensity, thermal power fuel conversion rate, and power supply structure. The IPSO-LSTM model for carbon emission prediction was created after optimizing the LSTM neural network prediction model. Combining the scenario analysis method to set the amount of changes in the high carbon, baseline, and low carbon scenarios of the influencing factors, the carbon emissions from the power sector in different scenarios are predicted for the years 2025-2035. From 2025 to 2035, the carbon emissions from the power sector in the three scenarios, except for the energy transition scenario, show a trend of increasing, then decreasing, and then increasing over the study period. The energy transition scenario shows a pattern of increasing and decreasing carbon emissions from the power sector.
Exploration of New Digital Media Art Forms under the Combination of Virtual and Augmented Reality Technology
Authors: Wei Yanyu
Published: October 2024

VR and AR not only expand the art field, but also enrich the form and content of digital media art and promote the development of digital media art. This paper proposes a 3D reconstruction of media art scenes based on the improved Neural Radiation Field (NeRF) technology and then completes the style migration, through which a unique scene art effect is formed, with a view to exploring new ways for the development of new digital media art forms. In the virtual orchard construction, the PSNR value of the optimized NeRF method is improved by 0.205, the SSIM value is improved by 0.015, and the LPIPS value is reduced by 0.018 compared with the state-of-the-art method, which can be concluded that the optimized NeRF method has a good image synthesis effect.
Integrated Application and Optimized Design Strategies of Automatic and Servo Control Systems for Industrial Robots
Authors: Xue Lan , Yang Shuai
Published: October 2024

At present, industrial robots have been widely used in industrial fields. This topic focuses on optimizing the system of servo control technology for the automatic control of industrial robots. Taking the optimization of robot automatic grasping technology with visual servo as an example, image-based and position-based visual servo control schemes are designed, respectively, and adaptive gain and first-order non-singular linear equations are used for visual servo performance enhancement. Open-loop control and closed-loop control are combined to create the visual servo-based automatic robot grasping docking method. The dynamic tracking effect of visual servo technology and the grasping performance of automatic grasping technology are evaluated through test experiments. The results can be obtained that the image-based and position-based visual servo control schemes can realize better dynamic tracking of objects, and the tracking accuracy is kept within 1.1mm and 8mm in the uniform and variable speed experiments, respectively. The robot’s automatic target grasping error gradually decreases to about 0 with the increase in the number of steps, and the system exhibits high grasping accuracy (over 96.67%) and speed (within 0.80s) at an operating speed lower than 20 m/s. Dynamic tracking performance and target grasping accuracy are certain features of the automatic robot grasping method based on the visual servo in this paper.
Construction and Application of Intelligent Optimization Model of Urban Resource Management for Sustainable Development
Authors: Yao Dachuan
Published: October 2024

In this paper, we first digitally design the urban management resource base and then construct a dynamic bargaining resource allocation model based on super-marginal analysis with corner point equilibrium and dynamic bargaining. In the context of sustainable development, an intelligent optimization model is used to analyze the problem of water resource allocation and optimize urban traffic infrastructure paths in order to achieve carbon reduction targets. Finally, six recommendations are made for optimizing and managing urban resources in the context of sustainable development. The results of the prioritization coefficients of each subarea are 0.186, 0.164, 0.153, 0.158, 0.153, 0.0769, and 0.111, respectively, and the results of the allocation of the optimal solution for the social objective, the optimal solution for the economic benefit, the optimal solution for the ecological benefit, and the optimal solution for the comprehensive benefit are very close to each other. In addition, the rates of water shortage for agricultural, industrial, and other uses. are 3.29%, 4.85%, 3.94%, 2.92%, and 3.87%, respectively. The variation range of the average passenger load factor and departure frequency under the carbon reduction target is between ±40%, the average vehicle area varies in the range of ±20%, and the variation range of the energy consumption factor and CO2 emission factor is -40%-0%. The intelligent optimization model for urban resource management proposed in this paper has practical significance for urban water resource planning and transportation structure optimization.
Research on the Innovation of University English Teaching Mode Driven by Artificial Intelligence
Authors: Yao Xiaochao
Published: October 2024

With the continuous deepening and development of information technology in the field of education, the combination of artificial intelligence technology and university English teaching has become a trend. This paper constructs a human-machine symbiotic English teaching model based on intelligent speech recognition, which takes into account university English learning abilities and learning objectives. Specifically, the multi-scale attention mechanism is used instead of the Conformer model to extract the global information of speech features and the local information of different scales and fuse them to learn more speech representations of different scales so as to better recognize the teacher and student behaviors in the English classroom. Meanwhile, combining the teaching mechanism of human-computer symbiosis, we construct a human-computer symbiosis English teaching model for speech recognition in an intelligent classroom and receive feedback after teaching experiments. The occupancy rate of teacher and student behaviors in the English classroom is 50.86% and 49.14%, respectively, and the conversion rate of teacher and student behaviors is 29.78%, which achieves a high level of teacher-student interaction in this model. In addition, the class utilizing the English teaching model of this paper was 5.02 points higher than the traditional class after one semester of teaching, P=0.038<0.05, and the results showed a significant difference. Through the comparison of cases and teaching experiments, the reasonableness of the English teaching model based on speech recognition is demonstrated, and the research content and problem areas of this paper are summarized.
Information Flow and Optimization Model in Counselor-Student Interaction in Higher Education Civics
Authors: Dong Yekai
Published: October 2024

With the continuous development of the information society, the information flow model makes the counselor able to transfer some civic and political knowledge to the students more quickly, while the students can get the latest information more feverishly. This paper, recognizing the impact of information flow on civics education in colleges and universities, introduces an enhanced information flow model. It specifically builds an information flow and optimization model using network information technology and information analysis. The article employs an open Civics class at a university as an empirical research object, delving into the proposed information flow model to examine the real impact of Civics teaching on teacher-student interaction. The analysis of students’ learning of the six Civics objectives reveals an improvement in their overall literacy, as evidenced by the quantitative scores of the pre-test and post-test, which are 3.051 and 3.999, respectively, with a 0.948 difference in value pursuit. The analysis of classroom organizational differences reveals that the experimental group has a behavior management score of M = 5.62, while the control group has a score of M = 4.73. This indicates that the teachers of civics courses in the experimental group are capable of providing clear and forward-looking instruction in behavior management, ensuring that students’ behavior management is in place.
Big Data Analysis and Decision Making Optimization in International Relations Supported by Constructivist Theory
Authors: Wang Xiaorong , Wen Jie
Published: October 2024

With the peaceful end of the Cold War and the deepening development of economic globalization, the traditional international relations theory is in trouble, and constructivism comes into being amidst people’s reflections on neorealism and neoliberalism. This paper proposes an optimization method for decision-making in international relations, guided by the constructivist international relations theory system. Big data is used to analyze the decision-making opinions of experts in international relations processing and to fuse complex relationships, and then the dual-consensus feedback mechanism is used to calculate the comprehensive score of each international relations decision-making scheme to obtain the optimal decision-making scheme in international relations. The analysis finds that the solution obtained using the method proposed in this paper is better than the solution obtained using the JIA method and can provide the optimal decision-making solution for processing international relations. In the simulation case, after optimizing its decision-making in international relations, country T actively engages in economic and trade exchanges with country M and jointly establishes several economic cooperation frameworks. The export trade volume of country T to country M increased by about three times from 2016 to 2023, and the total global trade volume of country T doubled by nearly five times (481.97%). The paper’s impact can be seen in the establishment of relatively stable international relations and the realization of the practice of friendly interaction between state subjects.
Modern methods for solving partial differential equations of parabolic type and their mathematical theoretical foundations
Authors: Wu Changzhong
Published: October 2024

In this paper, the existence problem of weak solutions in partial differential equations is first discussed. Secondly, the parabolic-type partial differential equation (PDE) model with non-chiral terms is used to portray the coupling principle of microwave heating dielectric medium, and the approximate models of TEM and TE10-wave microwave heating are constructed and verified by comparing with the COMSOL model in simulation. An open-loop type iterative learning control algorithm is proposed for the distributed parameter system, and the effectiveness of the control algorithm proposed in this paper is theoretically demonstrated. It is concluded that the TEM and TE10-wave microwave heating approximation models are more successful in describing the microwave heating process than the COMSOL model, and the consistency of the simulation results fully proves the correctness and effectiveness of the proposed model. The paradigm of the system output error decreases with the increase in the number of system runs, and the paradigm of the system output error tends to be close to zero.
Research on the Innovation of Teaching Mode of Orienteering Sports Courses in Colleges and Universities Based on Mobile Intelligent Terminals
Authors: Zheng Zhufei , Lei Wu , Bing Zhou
Published: October 2024

This paper studied motion state recognition algorithms using acceleration signals (ACC). At the same time, research is also being conducted on ECG motion artifact suppression algorithms and respiration rate detection algorithms. Based on this, we designed a mobile intelligent terminal sports app that allows users to view physiological signals and sports status in real time at any time. In college and university orienteering classes, the mobile intelligent terminal movement app is used to teach the sport. The results of comparing the experimental group and the control group in the orienteering course show that the mobile intelligent terminal orienteering teaching makes a significant difference in the men’s physical quality, except for the seated forward body flexion (P<0.05). There were significant differences in the women’s group in terms of 50 m running (P = 0.013) and 800 m (P = 0.042). The experiment improved the dimensions of the Orienteering Campus Short Distance Test, Learning Motivation Indicator, and Emotional Management.
Research on Narrative Landscape Design Strategies for Theme Parks Based on Intangible Cultural Heritage Perspectives
Authors: Zheng Weiqing
Published: October 2024

Intangible cultural heritage is characterized by uniqueness, diversity, locality and ethnicity, and its integration into the narrative landscape design of theme parks is an important way for the inheritance and development of non-heritage culture. The article explores the narrative landscape design techniques used in theme parks and the types of narrative sequences used. Relying on the existing research, the evaluation index system of theme park narrative landscape design is established, the weights of evaluation indexes are solved by the entropy weighting method, and the EWM-TOPSIS model is combined with the TOPSIS method to realize the comprehensive evaluation of narrative landscape design. The satisfaction of narrative landscape design in theme parks in Province Y was analyzed using six theme parks as research objects. The evaluation index for narrative landscape design of theme parks found that aesthetic perceptibility had the most weight at 28.72%, while historical readability had the least weight at 14.27%. The comprehensive evaluation index of the theme park is the highest at 0.314, and the mean values of public satisfaction and importance for the theme park’s narrative intangible cultural heritage landscape design are 3.969 points and 4.049 points, respectively. Narrative landscape design for theme parks that celebrate intangible cultural heritage can help the public experience the charm of intangible cultural heritage.