bluuebunny/crossref_metadata_2025_split huggingface dataset:
Foreign Language Teaching and Learning Behaviour with a Big Data Corpus
Authors: Li Yan , Cui Hongbin 
Published: November 2023

Abstract
This paper firstly constructs a foreign language subject system according to the foreign language teaching objectives and students’ learning situation in colleges and universities, puts forward a policy of informatization of foreign language teaching, and summarizes the ways in which college students’ foreign language learning behavior in the era of big data. Secondly, on the basis of corpus technology, the word vectorization representation of foreign language utterances is carried out, followed by similarity calculation of the word vectorization representation, judging the type of foreign language learning according to the results of foreign language semantic similarity calculation, and calculating the maximum weight path of the word vector sequence by using dynamic planning algorithm. Then, according to the demand analysis of the foreign language teaching corpus, the foreign language teaching corpus is constructed, and the application analysis of the corpus of foreign language teaching is carried out. The results indicate that the students in both classes have a similar understanding of the meaning and lexical properties of vocabulary. However, there is a certain gap in the collocation and utilization of vocabulary, and the corpus-based vocabulary teaching method is more conducive to students’ mastery of the target vocabulary than the traditional vocabulary teaching method, and the level of vocabulary learning is comparatively higher and more effective. The quality of foreign language teaching in colleges and universities can be improved by reference to this study.
Exploration and application of new distribution system technology for large-scale distributed distribution network digital service access
Authors: Lai Jun , Zhong Zan , Su Yifang , Yu Wei , Wang Jianfeng , Liu Xiaoyuan 
Published: November 2023

Abstract
Digital technology is leading fundamental innovation and development, and digitalization represents a great opportunity for the energy industry to take off and develop. In this paper, digital and intelligent technologies are used to integrate, analyze, and manage distribution network equipment information. Secondly, a new smart distribution terminal design is proposed and modeled using the IEC 61850 standard to monitor the status of smart distribution grid management equipment. Through the active distribution system structure, based on the decoupled PCC, a model is constructed for large-scale distributed optimal dispatching. Finally, two scenario experiments are taken as examples to simulate and analyze the distributed co-dispatch of the new distribution system. The results show that the operation reward interval of scenario 2 is [194.43, 205.44] when the decomposition convergence criterion is set to 0.05 and the threshold value of the second-order cone relaxation accuracy is set to 10−5. The novel distribution system proposed in this paper is able to achieve optimal decision-making that satisfies the distribution network operation constraints, while the multi-microgrid seeks to maximize its benefits.
Using Game Theory to Analyze the Interaction between Teachers and Students in the Teaching of Civics in College Courses
Authors: Yin Zhihong 
Published: November 2023

Abstract
In this paper, firstly, on the basis of Marx’s theory of intersubjectivity, we use the concept of teachers and students as the main body of each other to construct the interactive teaching mode and mechanism of teachers and students in Civics courses and actively explore the path and prospect of interactive teaching of Civics in courses in the new era. Then we use the pure strategy game in game theory to determine the performance production function, and then we use Nash equilibrium to obtain the teacher utility function and student utility function on the basis of the performance production function so as to further construct the game model of teacher-student behavior in the teaching process of Civics courses, and analyze the teacher-student interaction in the Civics of higher education courses by using the game model. The results show that in the pure strategy game analysis of teacher-student behavior, 0.3872 teachers will choose to reduce teaching inputs, while the other 0.6128 teachers will choose to reduce teaching inputs to “almost no” or “very little”, i.e., the optimal choice strategy is “no” or “very little”, i.e., the optimal choice strategy is “no” or “very little”. The optimal choice strategy is “no reduction in instructional inputs”. In the Nash equilibrium analysis of teacher-student behavior, the equilibrium value of the teacher-student behavior game is (42.22% and 64.59%), and teachers and students need to continuously improve their behavioral strategy choices in order to achieve the maximum utility value of each other. This study improves the quality of teaching and ultimately achieves the objective of Civic Education.
Innovative Design of English Teaching Mode for Water Resources Majors Based on Smoothed Long and Short-Term Memory Network Models
Authors: Li Qi 
Published: November 2023

Abstract
Because the English vocabulary of water resources majors is difficult to understand and awkward to speak, this paper constructs a teaching model combined with pronunciation error detection. With the help of the feature engineering method, we extracted the pronunciation features of English for water resources majors and then used a smooth LSTM network to learn and recognize the pronunciation features so as to detect the errors in pronunciation habits and complete the correction of students’ professional English pronunciation. The pronunciation error detection rate reflects the effect of error detection, and the feasibility of the teaching model is verified according to the mastery degree of specialized vocabulary. The post-test mean value of the experimental class is 76.18 points, and the mean value of the control class is 71.12 points, which is 5.06 points higher than that of the experimental class. From the results of the independent samples t-test, the Sig value is 0.102, which is greater than 0.05, indicating that there is a significant difference in the post-test scores of the two classes. This study has a significant impact on students’ mastery of English vocabulary related to water resources.
An Informatization Model of College Students’ Education and Teaching Based on the EA Model
Authors: Chen Yong 
Published: November 2023

Abstract
This paper utilizes the EA model to create and implement the top-layer architecture of education information systems for college students. Firstly, the design of the data layer is realized based on the improvement of the Solr rule and TF-IDF algorithm, the design of the business layer is realized from the user’s point of view, the design of the application layer is formed with the focus on the business link, and the design of integration-oriented software technology layer is realized. Then, it designed the practice of teaching informatization mode of college students’ civic and political education as an example. Finally, the performance test of Civic and Political Education Resources Retrieval and the practice effect of Civic and Political Education Teaching Informatization Mode are analyzed. The results show that the retrieval accuracy exceeds 0.9, the retrieval time range is within 1s, the experimental group’s worldview, outlook on life, patriotic consciousness, civic consciousness and the concept of the rule of law have improved by about 5 points in comparison with the general group, and the overall satisfaction with the informationization model of education and teaching is between 0.8 and 1.0.
The Construction of Digital Tax Collection Model Based on Knowledge Graph Empowered by IoT Technology
Authors: Wu Yanan 
Published: November 2023

Abstract
In this paper, we model the knowledge graph by constructing the new mechanism of tax collection and administration under the empowerment of IoT technology and give the knowledge subgraph and operation of the new mechanism of tax collection and administration. For the knowledge element extraction of the new mechanism of tax collection and administration, a dual-attention mechanism knowledge extraction model is constructed based on TransH coding and sentence feature attention model. Experiments on knowledge element extraction of the new mechanism of tax collection and administration are conducted for the model constructed in this paper. The results show that the model in this paper improves by 12.32%, 14.95% and 13.38% in accuracy, recall and F1 value, respectively, compared with the BiLSTM-CRF model. The model employed in this paper is effective in extracting the knowledge elements of the new tax collection and administration mechanism constructed based on the knowledge graph.
Research on poverty reduction effect of digital financial inclusion based on K-LSTM-ecm modeling
Authors: Wang Can , Li Wenhui 
Published: November 2023

Abstract
In this paper, we use the K-LSTM-ecm model to test the mediation effect of digital financial inclusion and use the level of digital financial inclusion development as the threshold variable and core variable to examine the role of digital financial inclusion development on the poverty reduction effect. The variables are brought back to equilibrium by correcting the errors, and the coefficients of the different terms of the variables are utilized to carry out the calculation of the predictive value of digital financial inclusion. It has been found that the digitization degree index for digital financial inclusion increases fivefold, and the disposable income per capita of residents increases from 18,000 yuan to 31,000 yuan. It shows that the combination of digital financial inclusion and the K-LSTM-ecm model has certain practical significance for future rural financial innovation, as well as the development of financial technology.
Research on the development path of higher education model innovation based on quadratic planning algorithm
Authors: Chen Rongjuan 
Published: November 2023

Abstract
According to the internal and external constraints of higher education model innovation and development as well as the innovation power, this paper proposes the higher education model development path based on the quadratic planning algorithm and neural network. Using the establishment of a quadratic planning algorithm and neural network model, the EM-AGA-BP algorithm is selected to construct the quality prediction model of higher education model innovation path of deep neural network based on the establishment of the quality evaluation system. The proposed algorithmic path is analyzed for development prediction, and the algorithm is recommended for 2020-level learners, which are classified into different types based on their learning and the relationship between the achievement of course objectives and the similarity of educational paths is explored separately for different types of learners. In type 4 learners, in addition to the similarity of 20%-40%, the total course goal attainment decreases by 0.0085. For the same type of learners, the more similar the educational path is to the recommended path, the better the total course goal attainment is.
The construction of English ecological discourse system in cognitive linguistics applicable to semantic association network model
Authors: Yuan Yuan 
Published: November 2023

Abstract
Based on the features and knowledge elements of the semantic network, this paper proposes a formal model of the semantic network of English ecological discourse and constructs an abstract description based on classification learners and reduced operation commands. In the formal description, the semantic features are extracted based on the sequence model, the text composition is completed based on the word relationship for the adaptive semantic network, and the hierarchical structure of the semantic network is constructed. By selecting English ecological news discourse data from mainstream news media in the United Kingdom and the United States and combining it with the adaptive semantic network, the subject of the discourse system is determined, and the characteristics of the title tone and modal verbs are analyzed. English ecological discourse has 115,000 modal verbs. Low-modal verbs reached 993,000, and high-modal verbs accounted for the smallest proportion, 516,000. The ecological characteristics of English news are revealed through the ecological discourse analysis of this paper.
Prevalence of diarrhoea with different feeding methods and water used among infants under two years: A cross-sectional study in Hodeida city, Yemen, 2021
Authors: Alselwi Khaled Abdo 
Published: November 2023

Objectives:
Diarrhoea is a significant cause of morbidity and mortality among children under 2 years old in low- and middle-income countries, including Yemen. This study investigated the association between feeding practices, water used and the prevalence of diarrhoea in infants under two in Hodeida City, Yemen.

Material and Methods:
The study employed a cross-sectional design, gathering data on infant feeding methods and the prevalence of diarrhoea. The sample consisted of 360 mothers or caregivers of children under the age of 2 years. Data were collected from a sex medical centre in rural and urban Hodeida City, Yemen. The data were analysed, and logistic regression was applied to obtain the odds ratio (OR) of association.

Results:
Results showed significant associations between feeding practices, water type and diarrhoea prevalence. Dropper users had twice the odds of diarrhoea versus spoon/cup users (OR 2.0, 95% confidence interval [CI] 1.2–3.4). Boiled water users had half the odds of diarrhoea compared to tap water users (OR 0.5, 95% CI 0.3–0.8) and purified water users (OR 0.3, 95% CI 0.2–0.6). Infants given bottles later had 1.2 times higher odds of diarrhoea (OR 1.2, 95% CI 1.0–1.5).

Conclusion:
These findings highlight the importance of appropriate feeding practices and water sources in reducing the risk of diarrhoea in infants under two in Yemen. They may have significant implications for public health policies and infant feeding recommendations in Yemen and other similar settings.
Hardware and Software Complex of the Tilt-Measuring Observations Network of Deformation Processes on the Kamchatka Peninsula
Authors: Глухов В.Е. , Макаров Е.О. , Болдина С.В. 
Published: November 2023

На полуострове Камчатка в 2019 г. были возобновлены наблюдения за наклонами земной поверхности. Целью наблюдений является получение дополнительной информации о медленных движениях земной поверхности, обусловленных различными геодинамическими явлениями. В первую очередь, это относится к изучению связи деформации с региональной сейсмичностью, а также с подготовкой и динамикой вулканических извержений. Помимо изучения медленных движений, сеть наклономерных станций может использоваться для исследования земных приливов. Перечисленные выше задачи могут быть решены лишь при наличии соответствующих средств сбора, обработки и хранения получаемой информации. Основной технической сложностью при создании аппаратурно-программного комплекса (АПК), являлась разнотипность имеющегося в наличии оборудования. В работе приводится описание программных и технических решений, использованных при реорганизации сети наклономерных наблюдений. В качестве примера работы комплекса приводятся результаты ретроспективного анализа данных, позволяющие предполагать наличие отклика в наклономерных данных на Земные приливы. Основное направление дальнейшего развития АПК — создание дополнительных программных модулей обработки, которые могут быть выборочно использованы в зависимости от поставленной задачи. Кроме того, ведется работа по предоставлению пользовательского доступа в исследовательских целях к накопленному архиву данных.
On the Kamchatka Peninsula, observations of the slopes of the earth’s surface were resumed in 2019. The purpose of the observations is to obtain additional information about the slow movements of the earth’s surface caused by various geodynamic phenomena. First of all, this relates to the study of the relationship between deformation and regional seismicity, as well as the preparation and dynamics of volcanic eruptions. In addition to studying slow movements, a network of tilt-metering stations can be used to study the Earth’s tides. The problems listed above can be solved only if there are appropriate means of collecting, processing and storing the information received. The main technical difficulty in creating a hardware-software complex (HSC) was the diversity of available equipment. The paper provides a description of the software and technical solutions used in the reorganization of the tiltmeter observation network. As an example of the operation of the complex, the results of a retrospective data analysis are presented, which suggest the presence of a response in tiltmeter data to Earth tides.The main direction of further development of the agro-industrial complex is the creation of additional software processing modules that can be selectively used depending on the task at hand. In addition, work is underway to provide user access for research purposes to the accumulated data archive.
Research of Stress-Strain State of Geo-Environment by Emanation Methods on the Example of α(t)-Model of Radon Transport
Authors: Твёрдый Д.А. , Макаров Е.О. , Паровик Р.И. 
Published: November 2023

Непрерывный мониторинг вариаций объемной активности радона с целью поиска ее аномальных значений, предшествующих сейсмическим событиям, является одной из эффективных методик исследования напряженно-деформированного состояния геосреды. Предлагается задача Коши, описывающая перенос радона с учетом его накопления в камере и наличия эффекта памяти геосреды. Модельное уравнение представляет собой нелинейное дифференциальное уравнение с непостоянными коэффициентами с производной в смысле Герасимова-Капуто дробного переменного порядка. В ходе математического моделирования, в среде MATLAB, переноса радона эредитарной α(t)-моделью получено хорошее соответствие с экспериментальными данными. Это указывает на то, что эредитарная α(t)-модель переноса радона является более гибкой, что позволяет с помощью нее описывать различные аномальные вариаций в значениях объемной активности радона в следствии напряженно-деформированного состояния геосреды. Показано, что порядок дробной производной может отвечать за интенсивность процесса переноса радона связанную с характеристиками геосреды. Показано, что за счет порядка дробной производной, а также квадратичной нелинейности в модельном уравнении результаты численного моделирования дают лучшую аппроксимацию экспериментальных данных радонового мониторинга, чем по классическим моделям.
Continuous monitoring of variations in the volumetric activity of radon in order to search for its anomalous values preceding seismic events is one of the effective techniques for studying the stress-strain state of the geosphere. We propose a Cauchy problem describing the radon transport taking into account its accumulation in the chamber and the presence of the memory effect of the geo-environment. The model equation is a nonlinear differential equation with non-constant coefficients with a derivative in the sense of Gerasimov-Kaputo of fractional variable order. In the course of mathematical modeling, in MATLAB environment, of radon transport by the ereditary α(t)-model a good agreement with experimental data was obtained. This indicates that the ereditary α(t)-model of radon transport is more flexible, which allows it to describe various anomalous variations in the values of volumetric activity of radon due to the stress-strain state of the geosphere. It is shown that the order of the fractional derivative can be responsible for the intensity of the radon transfer process associated with the characteristics of the geo-environment. It is shown that due to the order of the fractional derivative, as well as quadratic nonlinearity in the model equation, the results of numerical modeling give a better approximation of the experimental data of radon monitoring than by classical models.
Plaka Kanatlı Isı Dağıtıcı Termal Performansının Deneysel Olarak Zorlanmış Konveksiyonda İncelenmesi
Authors: ÇORUMLU Vahit , ABUŞKA Mesut 
Published: November 2023

Bu çalışmada, plaka kanatlara (PID) sahip ısı dağıtıcının karşılaştırmalı olarak kanatsız düz ısı dağıtıcı (DID) ile termal performansı 30 ℃ ortam sıcaklığında, 33-66-99 W ısıl güçlerinde ve 2000-16000 Reynolds sayısı aralıklarında deneysel olarak incelenmiştir.
Güç ortalaması dikkate alınarak plaka model düze göre yüzey sıcaklıklarında 57 ℃ ve eklem sıcaklıklarında 30.5 ℃’lik avantaj sağlamıştır. Nu sayısında plakalı model düze göre güçler için sırasıyla %79, %35 ve %38 daha yüksek olup buradan bariz olarak 33 W’ta oldukça iyi bir ısı transfer performansı sergilemiştir. Termal dirençte plakalı model düze göre güçler için sırasıyla 0.61, 0.50 ve 0.39 K/W daha düşük değerlere sahip olup güç artışıyla azalan bir eğilim göstermiştir. Plakalı modelin basınç kaybı düze göre güçler için sırasıyla 0.88, 0.75 ve 1.13 Pa yüksek gerçekleşmiştir. Basınç kaybındaki bu küçük farkların, plakalı modelin akışa paralel kanatlara sahip olmasının payı büyüktür. THP’de ise plakalı model düze göre güçler için sırasıyla %40, %10 ve %10 avantaj sağlamış ve özellikle 33 W için bariz yüksek bir performans sergilemiştir. Güç artışıyla THP’deki plakalı modelin avantajı azalmıştır.
EFFECT OF INTERNALIZATION OF VALUES OF ENTREPRENEURSHIP, SKILLS AND TRUST IN SELF TO THE INTENTION OF BUSINESS ENTREPRENEURS OF MADRASAH ALIYAH STUDENTS IN BANYUWANGI
Authors: Excellent Fitriani , Harti  , Seno Tony 
Published: November 2023

This study aims to analyze: 1) whether there is an influence of internalization of entrepreneurial values ??on entrepreneurial intentions. 2) whether there is an influence of skills on entrepreneurial intentions. 3) whether there is an effect of self confidence on entrepreneurial intentions, and 4) whether there is an influence of internalization of entrepreneurial values, skills and confidence in the entrepreneurial intentions of Madrasah Aliyah students in Banyuwangi. The approach in this study uses a quantitative research approach. This study uses primary data obtained from questionnaire answers to class XII students totaling 204 respondents, the sampling technique uses simple random sampling. Based on the results of data analysis, the results of the study show that partially (1) there is a significant influence on the internalization of entrepreneurial values ??on entrepreneurial intentions; (2) there is a significant influence of entrepreneurial skills on entrepreneurial intentions; and (3) there is a significant influence of self confidence on the entrepreneurial intentions of Madrasah Aliyah students in Banyuwangi. F Test Results obtained a significance value of 0.00 <0.05, this can be interpreted that the influence of internalization of entrepreneurial values, skills and self-confidence together influence the entrepreneurial intentions of Madrasah Aliyah students in Banyuwangi.

Keywords: internalization of entrepreneurial values, skills, self-confidence, entrepreneurial intentions