bluuebunny/crossref_metadata_2025 huggingface dataset:
Społeczne oczekiwania wobec kościoła katolickiego a możliwości ich spełnienia
Authors: Maciaszek Ks. Paweł
Published: December 2024

W tekście zaprezentowane zostały oczekiwania społeczeństwa wobec Kościoła katolickiego. Najczęściej postulowane to: potrzeba zmian norm moralnych, unikanie polityki, zaprzestanie zabiegania o pozyskiwanie pieniędzy, wyjaśnianie kościelnych przypadków pedofilii, liczenie się duchownych ze zdaniem wiernych świeckich. Kolejno przedstawiane wymienione żądania tworzą strukturę artykułu, którego treść nie ogranicza się jedynie do podawania danych statystycznych i opisu społecznych opinii, ale zawiera również odpowiedź Kościoła i uzasadnienie odnoszące się do możliwości spełnienia tych oczekiwań. Sformułowanym wnioskiem jest prawda, że Kościół może zrealizować jedy-nie te żądania, które służą człowiekowi pomocą w dążeniu do osiągnięcia zbawienia. Części z nich nie może spełnić, dlatego, że stoi na straży wartości wskazanych w Ewan-gelii, do czego został powołany przez Chrystusa. W tekście wykorzystana została metoda opisu i analizy współczesnej rzeczywistości z interpretacją obecnej sytuacji w perspekty-wie posługi Kościoła stanowiącej realizację Bożych planów.
Misterium instytucjonalnego wymiaru kościoła
Authors: Napiórkowski Osppe Andrzej
Published: December 2024

Postępująca socjologizacja i psychologizacja Kościoła prowadzi współcześnie nie tylko do redukcji jego nadprzyrodzonego wymiaru, ale także, paradoksalnie, podważa i odrzuca niezbywalność jego instytucjonalności. Jednakże istnienie instytucji wspólnoty wierzących jest kluczowe dla zachowania nade wszystko jej sakramentalnej posługi uświęcania i zbawiania wierzących, nie mówiąc już o niezastąpionej społecznej roli Kościoła powszechnego w całym w świecie. Jest faktem, iż każda społeczność potrzebuje różnych instytucji, spełniających w niej określone funkcje i utrzymujące porządek spo-łeczny, co służy ogólnemu dobru. W powyższych analizach chodzi o wykazanie, że co najmniej podobnie ma się sprawa z communio Ecclesiae. Drugi Sobór Watykański trafnie stwierdził: „Kościół ziemski i Kościół – bogaty w dary niebiańskie – nie mogą być pojmowane jako dwie rzeczy odrębne, przeciwnie, tworzą one jedną rzeczywistość zło-żoną, która zrasta się z pierwiastka boskiego i ludzkiego” (KK 1). Misteryjności ekle-zjalnego instytucjonalizmu zakotwiczona jest w podwójnej naturze Kościoła: Boskiej i ludzkiej (teandryzm). Mistyczny charakter eklezjalnej wspólnoty powiązany jest nie tylko z jej uwarunkowaniami historycznymi i racjonalnymi, ale nade wszystko z sakra-mentalnym udzielaniem darów odkupienia, co ma swoje zakorzenienie w trynitarnej eklezjogenezie, a nade wszystko w tajemnicy Wcielenia, określającej istotę, naturę i misję Kościoła.
Jaka przyszłość kościoła? Synodalne dylematy i perspektywy
Authors: Bańka Aleksander
Published: December 2024

Zainicjowany przez papieża Franciszka Synod o synodalności wpisuje się w toczącą się obecnie w Kościele dyskusję o jego przyszłość i generuje wiele pytań oraz kontro-wersji. Dla jednych stanowi on próbę udzielenia adekwatnej odpowiedzi na wyzwania stające współcześnie przed Kościołem, dla innych z kolei – zamach na jego doktrynę i drogę ku pozbawienia go właściwej mu niepowtarzalnej natury. Czy te obawy są słuszne? Jaka przyszłość Kościoła kształtuje się we wnętrzu synodalnego procesu? Autor odpowiada na tego rodzaju pytania, analizując poświęcone synodalności dokumenty, a także korzystając z bezpośrednich doświadczeń uczestnika rzymskiego etapu procesu synodalnego. Stawia również tezę, że synodalność będzie w przyszłości odgrywała kluc-zową rolę nie tylko na poziomie Kościoła jako całości, ale także lokalnych wspólnot eklezjalnych. Jeśli bowiem Kościół przyszłości będzie Kościołem małych, zintegrowa-nych społeczności, to synodalność stanowić będzie właściwy im styl bycia.
Męczeństwo jako najwyższe świadectwo miłości. Refleksja na kanwie nauczania Benedykta XVI
Authors: Surmiak Ks. Wojciech
Published: December 2024

Obecne czasy są nadal okresem dawania świadectwa wiary w Chrystusa poprzez męczeństwo. Artykuł odwołuje się do pewnych faktów męczeńskiej śmierci współczesnych chrześcijan i ukazuje je w świetle najnowszego nauczania Kościoła, szczególnie zaś nau-czania Benedykta XVI. W oparciu o teologiczną metodę analityczno‑krytyczną zostają w tekście przedstawione następujące zagadnienia: Kościół (znowu) wspólnotą męczenni-ków (1), męczeństwo coram Ecclesiae w nauczaniu Benedykta XVI (2), męczeństwo jako forma składania chrześcijańskiego świadectwa (3) oraz męczeństwo jako znak życia chrześcijańskiego (4). W całości analizowanych wątków nauczania papieża Ratzingera w pierwszej kolejności zostają ukazanie aretologiczno‑teologalne wymiary męczeństwa ze szczególnym odniesieniem do cnoty miłości. Istotną cechą chrześcijańskiego męczeń-stwa, która odróżnia je od fanatyzmu, jest chrystocentryzm. Objawia się on w przeżywaniu męczeństwa jako naśladowania i współcierpienia z Chrystusem. Od strony psychologicznej jest to jeden z najmocniejszych argumentów wiarygodności Kościoła.
Design of nonlinear control system for motion trajectory of industrial handling robot
Authors: Ma Haijie
Published: December 2024

Aiming at the nonlinear problem of the motion trajectory of industrial handling robots, this paper designs a nonlinear control linearization method for optimization. The D-H linkage coordinate system is created by utilizing the D-H parameter rule to create the kinematic model for the handling robot. The kinematics of the robot are analyzed according to the information of the robot in the process of movement, and based on the analysis results, the position change relationship of the robot’s end coordinate relative to the base coordinate is established so as to calculate the workspace of the robot. Based on a 3-segment fifth-degree polynomial interpolation method, the trajectory function of the handling robot is constructed during the motion process. Transform the non-linear control system into a linear system using nonlinear feedback linearization, and design the controller to achieve stable control of the handling robot. The values of the angular displacement, angular velocity, and angular acceleration curves obtained by using the method of this paper for the motion trajectory planning of the handling robot are more reasonable. There is a significant difference in the angular error of the robot before and after control, and the angular changes of joint 1 and joint 2 after control by the algorithm of this paper are within the ranges of -1°~1° and -1°~4°, respectively. At the same time, the output torque of the controller of joint 2 maintains the steady state convergence between -300Nm~300Nm, realizing the effective control of the motion of the industrial handling robot.
Research on teaching evolution model of piano accompaniment in colleges and universities in information age
Authors: Liu Jing
Published: December 2024

Piano accompaniment in music teaching is not only a music-performing art but also has its unique value as a teaching tool. The research adopts the LDA model for theme modeling, combines the theoretical foundation of the LDA model, uses Python for practice, constructs the theme discovery and evolution analysis model based on LDA and designs the evolution analysis process of piano accompaniment teaching theme to carry out the evolution analysis of piano accompaniment teaching theme. In this paper, the post-discrete analysis method is used to identify the hot teaching themes in piano accompaniment teaching research. By analyzing the trend of theme evolution in different time slices, it is found that the overall piano accompaniment teaching theme shows more obvious dynamics, in which the theme of “improvisation accompaniment” has been maintained at a higher probability, and the average theme intensity of the piano accompaniment teaching text is maintained at a rate of change between 70% and 90%. Finally, the theme texts were divided into four time periods, and four themes with evolutionary relationships were identified by calculating the JS distance and setting a threshold. Then, the changes in theme keywords in different periods were analyzed to explore the evolution of themes in piano accompaniment teaching.
Exploring deep learning frameworks for multi-track music synthesis
Authors: Liu Xiaopeng
Published: December 2024

It has been found that the existing methods for generating multi-track music fail to meet the market requirements in terms of melody, rhythm and harmony, and most of the generated music does not conform to the basic music theory knowledge. This paper proposes a multi-track music synthesis model that uses the improved WGAN-GP and is guided by music theory rules to generate music works with high musicality to solve the problems mentioned above. Through the improvement of the adversarial loss function and the introduction of the self-attention mechanism, the improved WGANGP is obtained, which is applied to multi-track music synthesis, and both subjective and objective aspects evaluate the performance of the model. The score of multi-track music synthesized by this paper’s model is 8.22, higher than that of real human works, which is 8.04, and the average scores of the four indexes of rhythm, melody, emotion, and harmony are 8.15, 8.27, 7.61, and 8.22, respectively, which are higher than that of the three models of MuseGAN, MTMG, and HRNN, except for the emotion index. The data processing accuracy and error rate of this paper’s model, as well as the training loss value and track matching, are 94.47%, 0.15%, 0.91, and 0.84, respectively, which are better than WGANGP and MuseGAN. The gap between synthesized multi-track music and the music theory rules of real music using the model in this paper is very small, which can fully meet practical needs. The deep learning model constructed in this paper provides a new path for the generation of multi-track music.
The integration path of PBL pedagogy and teachers’ humanistic care in the age of digital intelligence
Authors: Liu Xue
Published: December 2024

The PBL teaching model promotes the problem-oriented cultivation of students’ ability to flexibly apply knowledge to solve problems in real-life scenarios, which is compatible with teachers’ humanistic care in terms of educational purposes and forms. The study creates a pathway for integrating digital intelligence-based PBL pedagogy with teachers’ humanistic care using the ELM dual-identification model. Subsequently, teachers from a university were selected as the subject of empirical research to establish the influencing factors of the integration path. A scale was prepared with the already established influencing factors as the observational variables, a questionnaire was used to distribute and collect the data online, and a structural equation model was constructed after factor analysis of the collected data. Finally, based on the constructed model, feasible strategies are proposed to enhance the level of integration of PBL pedagogy and teachers’ humanistic care. The results show that the mean value of the integration water of PBL pedagogy and teachers’ humanistic care in the sample is 3.32±0.98, the teachers’ integration level of PBL pedagogy and teachers’ humanistic care is in the middle to a high level, and the teachers’ characteristics, teaching skills, professional cognition and knowledgeability significantly affect the integration level of PBL pedagogy and teachers’ humanistic care.
A quantitative study of the effects of recreational physical activity on adolescents’ social skills
Authors: Wang Ning , Zhao Ping , Wang Xing , Wang Yixuan
Published: December 2024

Based on the definition of recreational sports activities, this paper summarizes the role of recreational sports activities on adolescents’ social competence and initially conducts the design of related survey questionnaires. Then the scientific feasibility of the questionnaire is examined using the reliability test method. The online survey distribution was used to obtain initial data for this paper’s study. The influence of leisure sports activities on adolescents’ social competence was investigated using Spearman’s correlation coefficient and regression model. It was explored that there was a significant positive correlation between the dimensions of leisure sports activities and the dimensions of adolescents’ social competence, satisfying Sig<0.05, in addition to which it was concluded that cooperative spirit = 21.714 + 0.616*facilities + 0.445*time + 0.749*atmosphere + 0.637*cognition + 0.843*interest, and that the independent variable had 78.9% explanatory power for the dependent variable. This study conducted quantitative research on the social competence of adolescents through recreational sports activities using questionnaire scales and mathematical analysis models.
The Construction of Interactive Selection Model for Indoor Design Elements in VR Environment
Authors: Wang Yanan
Published: December 2024

VR technology, as a new type of immersive technology, can be used in interior interaction design to make the space more realistic, the spatial effect more tense, and the design style more distinct. This paper focuses on the interaction experience of VR interior design as a research, based on the theory of spatial cognition, to study the cognitive position of the user in the virtual environment, the cognition of the extra human center distance, the cognitive characteristics of the egocentric distance, and to explore the human perceptual characteristics of the virtual space in all dimensions. The VR interaction design optimization model and guidelines are created on this basis, and interior design example application research is executed. In the VR technology interior design project, the task completion time and subjective evaluation (5.884) of the entity tracker interaction method are significantly better than those of the joystick interaction method. It shows that the integration of the entity tracker interaction technology into the interior design project enhances the user’s visual experience, achieves the immersive effect, and is able to carry out autonomous interaction, reflecting the feasibility of VR technology used in the design of interior decoration programs.
Research on future-oriented human resource management technology innovation path based on the perspective of intelligent system
Authors: Xing Xin
Published: December 2024

This paper realizes the research on the innovation path of human resource management technology by constructing an intelligent system for future human resource management. Establish the data source, process the data, and explain the SSH framework, KNN algorithm, and Bayesian network for the upcoming intelligent system of human resource management. According to the analysis of system requirements, determine the functional module design and database design of the system, and synthesize the corresponding development tools and hardware equipment to complete the design of the system. Comprehensive research data is provided to analyze the intelligent system in this paper. After analyzing, it is concluded that both in the rate of checking completeness and accuracy, the FW-KNN algorithm is 0%~4% higher than other control algorithms. In addition, the comprehensive check accuracy rate of the Bayesian network for employee departure prediction is 0.97743, the percentage of users who expressed satisfaction with the functional modules of the system is 44.00~58.00%, while the more satisfied is 21.00~30.00%, in general, the users maintain a satisfactory experience attitude towards the functional modules of the system in this paper.
Studies on the Development of Rejuvenation Design Style of Shanghai Culture Time-Honored Brands Based on VAR Model
Authors: Yu Zhihong
Published: December 2024

In this paper, firstly, AHP hierarchical analysis was used to understand young people’s needs for new Shanghai culture products and their concerns about the integration of new Shanghai culture elements into the design process. The relationship between different new Shanghai culture product design styles and product experience is generated using the VAR model based on the comprehensive evaluation of product experience. The findings indicate that the corresponding design styles have an effect on the product experience, which aids in the subsequent innovation and development of new Shanghai culture design. Also, the results show that a total of 32 demands were obtained by expanding from four dimensions: appearance, function, psychology, and economy. Finally, it was found that three elements, such as high color saturation, variety of colors, and centered patterns, have a significant positive influence on young people’s product experience (P<0.05).
Equity analysis of regional human resource allocation in higher education
Authors: Zhong Xiaorong
Published: December 2024

Higher education, as the most important link in the national education system, shows an imbalance in the allocation of its human resources in both time and space. In view of this, this paper uses the DEA-BCC model and the spatial measurement model to construct a higher education human resource allocation efficiency measurement model, which is used to analyze in depth the imbalanced state of regional allocation of higher education human resources in China. The model is utilized to conduct empirical research on the equity of regional human resource allocation in higher education. To explore the higher education human resource allocation efficiency and its spatial status in three major regions (31 provinces) of China from 2016-2023. Using statistical data, the number of full-time teachers, the number of enrolled students, and the teacher-student ratio in higher education in each region are analyzed. The mean values of higher education human resource allocation efficiency in the three major regions of China, from high to low, are in the central region (0.988), the eastern region (0.953), and the western region (0.928). Among the 31 provinces, Beijing, Shanghai and Henan have the highest value of technical efficiency (1.000), the lowest value of technical efficiency in Tibet (0.768), and the national average value of technical efficiency is 0.950. The eastern region has more faculty and educated groups than the central and western regions. The average faculty-to-student ratios in the three regions in 2020 are 1:16.04, 1:20.25, and 1: 17.53, all of which have room for adjustment.
Design of a Distributed Computing Framework for Electricity Retail Market Settlement
Authors: Zhu Wenjun , Zheng Yingkai , Yao Liming , Gan Beiyu , Chen Yuguo
Published: December 2024

A fair and reasonable electricity settlement mechanism in the electricity market is a key factor for the successful operation of the market. Based on the systematic analysis of the trading mechanism of the electricity retail market, the study proposes a distributed computing framework based on the settlement of the electricity retail market. In view of the settlement price problem in the retail market, a mixed-dimension particle swarm algorithm is used to design a settlement price prediction model for the retail electricity market and to realize the construction of a mathematical model for electricity retail settlement. Comparison experiments of different prediction models are carried out with relevant data from two regions in a certain place, and it is found that the MD-PSO model in this paper has superior retail settlement price prediction accuracy and its performance in terms of RMSE values (210.614 and 126.832), MAE values (22.567 and 7.157), and MAPE values (20.729% and 8.614%) is better than that of the other models. The empirical analysis of the electricity retail settlement model is also carried out, and the settlement deviation is below 10% in all months except February and March, which proves the applicability and practical value of the electricity retail settlement model in this paper.
Changes in financial auditing and accounting information systems based on blockchain technology
Authors: Jia Yun , Jia Peng
Published: December 2024

Enterprise financial data, if not effective financial audit and control, will greatly affect the arrangement of enterprise funds planning and even affect the normal operation and development of the enterprise. This study constructs a financial audit risk identification model based on the D-S evidence theory and utilizes the output of financial audit risk data, such as the Dempster fusion rule fusion neural network. Then, based on the model and blockchain technology, we design an optimized change system for financial auditing and accounting information to achieve effective management and auditing of finance. The maximum response time is only 1.721s when the number of concurrent users of financial auditing and accounting information systems is 800, and the system performance is more stable. The results of the study show that after the application of the financial management system designed in this paper, the enterprise’s shareholders’ equity turnover ratio has decreased and the operating capacity has improved. Meanwhile, the net profit growth rate of the enterprise at the beginning of 2024 (43.26%) is higher than the sales growth rate (41.51%). The profitability is improving slowly, and the growth potential is gradually increasing. The system proposed in this paper can assist the enterprise’s financial internal control personnel to solve the problems in the enterprise’s internal control, improve the efficiency of the enterprise’s financial internal control, and provide a reference for other small and medium-sized enterprises.
A model for evaluating the effectiveness of virtual reality technology in teaching table tennis in colleges and universities
Authors: Cao Lichun , Wang Lin
Published: December 2024

The use of virtual reality technology in college table tennis teaching is conducive to the use of information technology to optimize the teaching experience and rational allocation of teaching resources. This paper proposes a table tennis virtual teaching system and constructs a three-dimensional assessment model of table tennis technique and tactics, which realizes a comprehensive assessment of the effect of virtual reality teaching from three dimensions: technical application, confrontation between the two sides and the overall strength dimension. A student who received virtual reality instruction was selected to apply the system to evaluate the application’s effect. The results showed that the student scored 55.02% in the average value of the scoring rate of the hair grab section and 18 “excellent” in the scoring rate of the holding I section, which is a good level of table tennis technique and tactics. The experiment also shows that the use of virtual reality technology can help enhance students’ interest in table tennis.
Chinese Narrative Discourse Construction and Foreign Cultural Communication Strategies from a Cross-cultural Perspective
Authors: Yang Yanmin
Published: December 2024

Chinese discourse and the Chinese narrative system are not only the theoretical basis and discourse framework for telling Chinese culture well but also the theoretical resources that must be relied upon in the external communication of Chinese culture. In this study, we design the process of constructing Chinese narrative discourse based on the perspective of cross-cultural communication and the characteristics of social media and propose a strategy for the external communication of Chinese culture based on this construction method. Subsequently, we crawl the online text data in cultural communication, use BERT and BI-LSTM models to extract the emotion-related information in the comment text and use the SoftMax function to classify and process the emotion polarity in order to explore the effect of foreign cultural communication. The results show that the cultural communication video uploaded through the communication strategy has achieved a better communication effect on the TikTok social platform, and the total number of likes of the video is more than 52.88M. It is also found that positive positive emotions dominate overseas netizens’ comments on videos related to cultural communication, and the proportion of positive, positive emotions comments reaches 73.76%, showing a strong positive attitude towards Chinese culture. The foreign cultural communication strategies proposed in this paper, in combination with Chinese narrative discourse, can overcome the current barriers to cross-cultural communication and enhance the overseas influence of Chinese culture.
Research on Intelligent Extraction and Generative Design Creation of Cultural Heritage Image Elements Based on Visual Recognition and Machine Learning
Authors: Chen Lingyun
Published: December 2024

In this paper, machine learning and computer vision image segmentation methods are used to achieve classification of images and recognition and extraction of pattern elements. It also extracts colors from the imagery using intelligent image processing techniques, such as preprocessing and color clustering of Tangshan shadow images, and displays the results of color resolution. The accuracy of this paper’s method is reflected in the recognition and extraction of cultural heritage food images, as shown in the results. Tangshan shadow image elements are clustered into five categories, the proportion of colours used in Xiaodan are all between 0~12.5%~25%, and the proportion of high saturation in all five categories is more than 60%. The highest percentage of high brightness in Xiaodan colors is 36.2%. Applying Tangshan shadow image elements and color features to the brand logo and packaging design, a significant portion of respondents said they were very satisfied with the visual effect. The image elements and applications of cultural heritage also provide new perspectives and theoretical basis for modern visual design.
A Comparative Study of Chinese and Western Pastry Production Processes--Taking Classic Bread and Chinese Steamed Buns as Examples
Authors: Li Xu , Ding Jianjun
Published: December 2024

With the improvement in living standards, people gradually have higher requirements for dietary levels, and pasta, as one of the mainstream food types in daily life, has received wider attention. This study investigates the production process of Chinese and Western pastries. The process of dough production and fermentation in pastry production are analyzed in detail, and the fermentation process of dough production is analyzed and compared with Chinese steamed buns and Western classic bread as examples. It was found that when the amount of flour was 100g, the quality of steamed bread was better when the amount of old flour added to the steamed bread was 56g, the amount of water added to the steamed bread reached 40.3ml, and the rise time was 60.9min. The best quality of western-style bread was achieved when the fermentation time was 118.9min under the flour dosage of 100g, and the fermentation temperature was 34.5°C. The comparison indicates that Chinese buns have a shorter fermentation time. In terms of fermentation temperature, the differences between Chinese and Western doughs were small, 35.0 and 34.5°C, respectively, and in addition, the differences in the amount of water added and the amount of yeast were small, 50g and 2g, respectively. In this paper, the differences between Chinese and Western pastry production processes are summarized through comparison. On the basis of this study puts forward a prospect for the integration and development of Chinese and Western pastry, aiming to carry forward the food culture of Chinese and Western pastry and promote the diversified and sustainable development of Chinese and Western pastry.
Constructing and Empirical Research on English Teaching Models for Teachers’ Training in Informatisation Environment
Authors: Lei Anle
Published: December 2024

The age of information technology has made a great impact on the traditional teaching mode. Based on the demand for education to keep pace with the times, this paper uses the BOPPPS model and the blended teaching model to improve the traditional teacher training English teaching model and construct a blended teaching model of teacher training English based on BOPPPS. The evaluation results of teachers and students of teacher-student colleges on the teaching model of this paper are obtained through empirical research, and the teaching effect of the BOPPPS blended teaching model of this paper is examined by using the independent sample t-test method. Teachers and students of the selected teacher-student colleges and universities scored more than 4 points on the primary and secondary indicators of the teaching evaluation system, and the teachers and students were generally satisfied with the BOPPPS-based blended teaching model of teacher-training English. There was no significant difference in independent learning ability and English proficiency between the experimental group and the control group prior to the experiment. After the experiment, the independent learning ability of the experimental group increased by 15.316 points, while the control group decreased by -1.896, and the P-value of the two groups was less than 0.05. The English proficiency of the experimental group and the control group improved after the experiment, and the increase of the experimental group was 46.003, while the increase of the control group was 8.543, and the P-value of the two groups is <0.05. After the experiment, the difference between the experimental group and the control group in terms of independent learning ability and English proficiency is significant, and the mixed teaching model of teacher training English based on BOPPPS can effectively improve students’ independent learning ability and English proficiency.
Construction and Optimisation of Intelligent Supply Chain Management System in Petroleum and Petrochemical Enterprises
Authors: Cai Dengjiang
Published: December 2024

Intelligent management of the supply chain is the key to reducing operational risks, improving management levels and saving costs in petroleum and petrochemical enterprises. This paper takes the petroleum equipment manufacturing enterprise as an example, manages the information and functional requirements of its upstream and downstream enterprises collaboratively, and constructs a supply chain management system with multilevel inventory, which realizes the fine management of the inventory quantity and makes the supply chain more coordinated and continuous. It also models the management objectives of multilevel inventory and solves them using a genetic algorithm to provide a feasible supply chain management scheme. Taking Company F as an example for the case study, it is concluded that Company F has the lowest expected cost of replenishment (27,235,478.21yuan) when choosing S1, S4, S5, and S6 as the suppliers in the collaborative replenishment process, and it is also found that the total quantity of inventory in the company when using the intelligent management system of this paper is reduced by 47.96% compared with the pre-optimization period, and the total amount of inventory is reduced by 52.11%, and the area of the warehouse is saved by about 48.5%.
The Application of Multimedia Technology in Enhancing English Reading Comprehension Teaching
Authors: Yan Xin , Zhang Tingting
Published: December 2024

The application of multimedia in English reading teaching can stimulate students’ enthusiasm for English learning and improve students’ classroom listening efficiency. This paper focuses on the characteristics and roles of multimedia technology applied to English reading teaching and proposes innovative teaching methods based on multimedia to realize the communication between teachers and students in a multimedia environment, the optimal integration of multimedia and traditional teaching, and the scientific design of multimedia teaching content. The innovative teaching methods were applied to a school, and a semester teaching experiment was conducted for two classes. At the conclusion of the semester, the experimental class scores saw a significant increase from 50.18 to 76.26 on the pre-test. The control class used the traditional teaching mode without any multimedia application, the teaching effect was average, and there was even a regression of students’ reading comprehension ability in some of the examined items, and there was no significant change in the distribution of the intervals. In the experimental class, in the application of multimedia reading comprehension teaching mode, the grades step up and gradually improve, the results of the interval distribution of the high scores of the progress of the section, the end of the period more than 90 points for 12 students. 85% of the experimental class students think that multimedia technology is an important reason for improving their grades. To sum up, multimedia teaching can provide scientific and reasonable course content and teaching arrangements, maximize teaching efficiency, and make significant progress in students’ reading comprehension abilities.
Intelligent Interactive System Design and Human-Computer Collaboration Mechanism for Virtual Teachers in English Language Education
Authors: Zhang Tingting , Yan Xin
Published: December 2024

The virtual teacher, as a product of the artificial intelligence era, can provide effective teaching services in the English education sink of colleges and universities. This paper builds up an intelligent interaction system for virtual teachers and proposes a human-computer cooperative mechanism for English education based on it. The function of the virtual teacher system is achieved through the use of human body movement and face reconstruction technology. The depth data of the human body is collected, a dynamic light projection algorithm reconstructs the 3D model of the human body movement, and the posture of the human body is weighted and matched by a multi-feature fusion algorithm. Kalman filter is used to obtain stable face expression data, and the Blendshape model is driven to generate expressions. Subsequently, the system application practice is carried out, and the reconstruction accuracy of various types of facial expressions of this paper’s face reconstruction technology is more than 90%, and the reconstructed human action matches the actual action to a high degree. The application of the human-computer cooperative mechanism of this paper’s English teaching effect is achieved by setting up experimental and control classes to carry out an empirical analysis of English teaching. The experimental class utilizing the human-computer synergistic mechanism shows a significant increase in the dimensions of motivation and learning experience compared with the experimental class (P<0.05).
Research on Effective Information Extraction Techniques for Multi-Round Dialogues of Large-Scale Models in Deep Learning Environment
Authors: Hu Hao , Xiang Zenghui , Li Jinhui , Gao Hua , Wang Shenran
Published: December 2024

With the rise of deep learning technology, natural language processing applications have made significant progress, especially in the construction of large-scale model multi-round dialogue systems. The article proposes a multi-round dialogue intention recognition model based on the Transformer framework, which is applied to large-scale model multi-round dialogue and combined with the BERT-BiLSTM-CRF model to achieve effective extraction of multi-round dialogue information. The BERT model is used to obtain the relevant semantic vector information features of multi-round dialogues, and the BiLSTM model is used to annotate the sequences of multi-round dialogues, taking the sequential sequences of multi-round dialogues as the forward inputs and the reverse sequences as the backward inputs, so as to enhance the generation of temporal features of the dialogue information. The output of the BiLSTM model is then used as the input of the conditional random field, and the transfer characteristics between dialogue labels are fully considered to obtain the address annotation sequence with the largest joint probability to achieve effective extraction of dialogue information. To verify the feasibility of the model for effectively extracting multi-round dialogue information, simulations are carried out in this paper. The F1 value of the BERT-BiLSTM-CRF model for semantic extraction on the ATIS dataset is 96.09%, which is 3.65 percentage points higher than that of the BiLSTM-CRF model. As the number of iterations increases, the model’s loss value stably converges to 0.54 after the 10th iteration. Based on the BERT model, the combination of the BiLSTM model and the CRF model can achieve the effective extraction of semantic information from large-scale models for multi-round dialogues, which provides a new research direction for natural language processing.
An Exploration of Virtual Reality Technology for Enhancing Audience Immersion in Film Production
Authors: An Kang
Published: December 2024

A virtual reality movie is a kind of movie that is planned, shot and produced using virtual reality technology and viewed by the audience using virtual reality devices. This paper proposes using a 3D virtual camera to improve the shooting of virtual reality movies on screens. The camera focal length is utilized to regulate the size of the scene view body, and the adaptive Kalman filter method is employed to compensate for the camera’s attitude data. Select the most commonly used optical motion capture technology for virtual reality movies, build a motion capture system model, screen the optical motion capture data, and introduce the decision tree learning method in machine learning to analyze the correct rate of virtual motion recognition matching. Collect the research data, analyze the gender significance difference of the researched people by using the independent sample test, and share the immersion effect of virtual reality movie works by combining the four-dimensional experience of the researched people’s sensory, interaction, ease of use, and emotion. The virtual reality movie works have good performance in the four aspects of user sensory experience, interaction experience, ease of use experience and emotional experience, among which the mean value of sensory experience is 4.3426, which is the most outstanding, indicating that the virtual reality movie that integrates 3D image generation technology, live preview technology and performance capture technology has strong immersive creation ability.
The Construction of Civic and Political Education Content Innovation and Student Interaction Mechanism in the New Media Era
Authors: Deng Jiahui
Published: December 2024

The new media era has put forward new requirements for ideological and political education. The study reconstructs the content of Civic and Political Education based on the characteristics of the new media era, adds hotspots of the times to the traditional content, and at the same time, enriches the forms of expression in Civic and Political Education and introduces the technologies of virtual reality and augmented reality to build a virtual scene of Civic and Political Teaching. Then, the interactive mechanism of Civic and Political teaching is constructed by building the interaction between teachers and students, students and students, and setting up study groups. The innovative content and interactive mechanism of Civics education are applied to Civics teaching in colleges and universities, and after analyzing the influencing factors of teaching interactivity, the teaching interactivity of the mechanism in this paper is tested based on the Flanders interactive analysis system. In the scoring of the dimensions of Civics teaching, teaching form and teacher-student interaction are rated higher, while student-student interaction and performance evaluation are rated lower. There is a significant correlation between the effectiveness of teaching interactivity and teaching methods, learning efficiency, and backstage security. In the experimental Civics classroom, the proportion of teacher discourse decreased by 45.81%, while the proportion of student discourse increased by 38.74%. The proportion of student discourse is significantly higher than the proportion of teacher discourse. Students’ initiative in the Civics classroom is enhanced, and teaching interaction is significantly improved.
The Application of Geometric Figures in Traditional Calligraphic Art and Its Visual Communication Effect
Authors: Dong Huantao
Published: December 2024

Based on the geometry and structural concepts of calligraphy, this paper comprehensively considers the optimization of character structure and geometric lines and realizes the optimization of the echo relationship between strokes so as to obtain the design of Chinese characters that meet the aesthetic requirements of calligraphy. Based on the quantitative statistics of 3650 character components “structure body” and structural data, we summarize the finer structural guidance for design teaching. Using the calligraphy layout optimization method to optimize the calligraphy and its artistic design, the visual effect of the beautified Chinese characters can be observed. The findings indicate that the graphical design of Chinese character calligraphy is entirely based on geometric transformation. In the statistical analysis of the geometric structures of 3650 Chinese character calligraphy, there are 3391 types of geometric structures. The growth rate of the number of types gradually slows down when the structure depiction reaches the 4th layer. Therefore, the structure depiction should be divided into 8 layers, which can make the design teaching more refined. The optimized beautification degree of the logo design of a brand in the wine industry and the logo of the emblem of a sports meeting is more beautiful and aesthetically pleasing. Therefore, the method of this paper can achieve the beautification effect.
Research on Digital Inheritance and Innovation Mechanism of Traditional Music Culture Based on Deep Learning Technology
Authors: Li Xiaotong
Published: December 2024

In this paper, traditional music time domain features and cepstrum domain features are extracted using the spectral center of mass, spectral energy, linear prediction cepstrum coefficients (LPCC) and Mel frequency cepstrum coefficients (MFCC). After that, the traditional music signal is normalized using a normalization algorithm based on the Short-Time Fourier Transform (STFT). Finally, the performance of music source separation is evaluated using NSDR. In this paper, the percentage of inheritance rate for the four parts of traditional vocal music, traditional instrumental music, and traditional drama music before digitization is less than or equal to 40%, 35.06%, and 31.25%, respectively. After digitization, their percentage of inheritance rate is greater than or equal to 86%, 93.51%, and 87.5%, respectively. The inheritance rate of the three kinds of traditional music after digitization increased in the interval of 56%. After digitization, the inheritance rate of three kinds of traditional music increased in the ranges of 56%-60%, 18.75%-31.25% and 56.25%-81.25%, respectively. This indicates that the inheritance rate of three types of traditional music increases dramatically after being processed by deep learning techniques. Obviously, the support of deep learning technology is indispensable to enhance the inheritance and innovation mechanisms of traditional music culture digitization.
Research on the Teaching Mode of English Translation in Colleges and Universities with the Integration of Chinese Excellent Traditional Culture under the Background of Big Data
Authors: Lv Minmin
Published: December 2024

In view of the current situation of English translation teaching in colleges and universities under the background of big data, the excellent traditional Chinese culture is integrated into the process of English translation teaching in colleges and universities. In this regard, a model for teaching English translation in colleges and universities based on Chinese excellent traditional culture has been designed. Sixty students of grade 2022 of English majors in a school are selected as research subjects, divided into an experimental group and a control group, and the effectiveness of the teaching mode of this paper is examined with the help of a questionnaire and independent sample t-test. It can be concluded that there are significant differences between the two teaching modes in translation theory, translation grammar and reading comprehension (P<0.05), which verifies that the teaching mode of this paper promotes the teaching of English translation in colleges and universities and improves the quality of translation talent cultivation in colleges and universities.
Animation art space display model based on digital visual design
Authors: Mi Jun
Published: December 2024

With the deep popularization of digital media in the field of visual design, digital visual design has also been significantly developed in several industries. The research applies digital visual design to animation art, based on the basic principles of display space design, optimizes the rendering of animation art space and dynamic updating of the scene through multi-resolution LOD technology, and improves the LOD loading method through the entropy of image information, to construct the animation art space display model based on Unity3D. Taking the scene of the animation “City in the Sky” as an example, the animation art space created by the model in this paper is analyzed by example. The color and lighting of the space are analyzed to confirm the effect of this paper’s model by studying the satisfaction of visitors with the experience of the animation art space. The color tone of the animation art space created by the model in this paper is mostly warm. The color brightness is concentrated in the middle and high brightness areas, the color degree is concentrated in the middle and low color degree areas, and the color distribution is more harmonious. The lighting uniformity in the seven areas of the animation art space is not less than 0.8, and the illumination degree of the exhibition area and the non-exhibition area is in line with the lighting standards of the exhibition hall. Visitors’ satisfaction with the animation art space is higher than 4 points. The animation art space created by the model in this paper is of exceptional quality, as can be seen.
Research on the Motivation Mechanism of English Learning Motivation in Network English Environment
Authors: Cai Haiyan
Published: December 2024

In the English online independent learning environment, massive information, relatively unfamiliar learning media, and an open learning environment bring certain interference to students’ learning, and the strength of learning motivation will directly affect the effect of online independent learning. This paper utilizes structural equation modeling to explore the influencing factors of English learning motivation and their effects in the online English environment and dynamically adjusts the motivation mechanism through real-time monitoring and feedback of online English learning. At the same time, the method of independent sample t-test is applied to verify the actual impact of the mechanism in this paper on motivation for learning. Learning interest has a negative and highly significant effect on learning anxiety and learning anxiety on self-efficacy, while learning interest has a positive and highly significant effect on self-efficacy and self-efficacy motivation (P<0.001), and learning interest and learning anxiety indirectly affect motivation through the mediating path. There is a highly significant difference (P<0.001) between the experimental group using the learning motivation mechanism of this paper and the control group using traditional teaching methods in terms of online English learning achievement and overall achievement. The difference in learning motivation between the two groups of students before the experiment is not significant (P>0.05), but after the experiment, it is significant (P<0.05). This paper suggests that the learning motivation mechanism enhances the learning motivation of the experimental group, leading to an improvement in their comprehensive English scores.