bluuebunny/crossref_metadata_2025 huggingface dataset:
The role of customs brokers in Ukrainian business
Authors: Bilenets D. , Vozniakovska K.
Published: June 2023

The analysis of the regulatory and legal bases of the activity of customs brokers allows us to state that the constitutional and codified level of regulation of the activities of enterprises that provide intermediary services in the field of customs affairs is represented by general regulatory acts, that is, those that are intended for all subjects of entrepreneurial activity and that determine their legal status without taking into account individual features. After all, the interests of businessmen at customs are usually represented by customs brokers, so most often it is between brokers and customs that controversial issues arise, so the analysis of the status of a customs broker requires a detailed study.

As for special regulatory acts that reflect the peculiarities of the legal status of customs brokers and customs carriers, they are presented at the sub-legal level. The requirements for customs brokers, their rights, and the main duties of a customs broker and the specifics of functioning in the conditions of changing legislation, especially after a full-scale invasion, which prompted a reassessment of export-import relations and the work of customs in general, were also revealed. The responsibility of customs brokers in case of their violation of the requirement to disclose information and commercial secrets was also investigated.

The status of a customs broker is varied. In addition to being an intermediary between the exporter or importer and the government institution, broker also performs the tasks of preparing, signing and submitting documents, classifying or evaluating things, calculating and paying customs duties, registering exports, import permits, preparing and issuing certificates, advising on export and import regulations and procedures, verifying transactions to ensure compliance.

The customs broker is also responsible for product categorization, analysis and information on pricing or cost structure for exports and imports, assistance in choosing the mode of transport that will be used for the delivery of things, downtime control, onward shipment, conclusion of insurance contracts, etc. The customs broker is in charge of obtaining a refund or duty drawback in the case of an overpayment or other miscalculation. broker can execute the needed activities and guide through the procedure to obtain tax benefits and avoid incurring fines due to procedural errors.
Legal regulation of employee privacy in the United States of America
Authors: Lutsenko O.Ye.
Published: June 2023

Current labour legislation does not contain prescriptions that would guarantee employees the right to privacy, but such legal regulation has long existed abroad, which can be valuable for Ukraine in order to accumulate the best global experience in ensuring the protection of employee privacy.

In the US, employee privacy encompasses two aspects: first, the employee's right not to disclose personal information to his employer, and second, the employee's right to personal autonomy, or so to speak, sovereignty in certain life decisions. In many important aspects, these two forms of privacy are quite different from each other, but within the scope of labour law, the right not to disclose certain personal information and the right to personal autonomy is still conceptually united by the obligation to ensure the employee's privacy at the workplace. In other words, such autonomy implies that the employer must know about its employees and control what the employees do, but only within the framework of the employment relationship, and only that information that characterizes them as professionals. When the employer tries to use its authority outside the employment relationship by asking about the employee's private life or trying to control this private life, we have a violation of the principle of the employee's sphere of autonomy and, therefore, an unacceptable abuse of the employer's authority.

In this age of email and social media, more and more of an employee's personal life is online. However, when dealing with an employer-employee relationship, it is not considered acceptable to ask an employer to provide personal mail or other private information from current or prospective employees.

Under state laws, employees can widely share personal information online while keeping it safe from their employers having access to that information. An employee's life can remain private, that is, confidential to the employer while being public to others if the employee wishes to disclose certain personal information.

US law allows employees to keep their personal information from employers confidential, including information shared on social networks. In addition, a number of US regulations allow employees to protect their online activity from employers as confidential information, as well as the privacy of employees' financial information.
The influence of the situation with the land market in Ukraine on the food situation in Europe: current state and prospects
Authors: Kaliuzhna S.V. , Petrova N.O.
Published: June 2023

The article is devoted to the analysis of the impact of the situation with the land market in Ukraine on the food situation in Europe, followed by the definition of the current state and prospects for the development of the land market. The relevance of this article is related to the fact that the agro-industrial complex of Ukraine exerts an influence on the food situation in other countries, which is due not only to connections in terms of the export of products from our country, but also to the creation of conditions for the production of certain means of production (agricultural machinery) certain products. However, in connection with the beginning of the war, the agro-industrial complex of Ukraine suffered significant losses and damages. The situation is further complicated by the fact that certain cultivated areas are mined or active combat operations are being carried out on them, as a result of which the harvest dates are shifted or it is impossible at all. All this has a negative impact on the food situation in Europe, because the importance of Ukraine for world food security is difficult to overestimate. Definitions of the concepts "land market" and "food market" are provided. The main tasks to be performed by the land market are highlighted. It is noted that Ukraine is one of the largest exporters of agricultural products in Europe. The importance of the export of agricultural products is emphasized, which is caused by the existing problems with the agricultural market in European countries. Factors affecting the state of the food situation in Europe have been determined. The steps taken by the European Union to avoid a food security crisis are summarized. A conclusion was made about the significant impact of the situation with the land market in Ukraine on the food situation in Europe, because the countries of the European Union are not able to independently ensure food security in the domestic market, which is caused primarily by unfavorable weather conditions in European countries, the quality of the land and the increase in population from other countries . In connection with the above-described situation with the land market in Ukraine, the European Union is trying in every possible way to support Ukrainian exports, which is mostly manifested in significant financial support. Under such conditions, the prospects for the development of the land market in Ukraine have quite significant potential.
The social state as a condition for the emergence and development of charity
Authors: Hamulets M.
Published: June 2023

The article is devoted to the study of the welfare state as a condition for the emergence and development of charity in Ukraine, because charity and charitable activity in the conditions of transformational challenges have become an important part of social and legal life. During the research, theoretical analysis, synthesis, systematization of current legal documents and the method of theoretical-structural refinement of the conceptual apparatus were applied. Social functioning is a tool for maintaining stability within the state, where there is a difference in income between the strata of the population. The fulfillment of the social duty by the state reduces the tension and dissatisfaction of population groups with insufficient income. Stability is a primary condition for ensuring economic growth, internal and external security. A social state should understood as a certain type of state, which differs from others by the priority of fulfilling a social function in the implementation of state policy. The main tasks of the state are: creation of a legally approved system of mechanisms and tools for the implementation of social functions; protection of the rights and observance of the interests of all citizens of the country on equal terms; implementation of the social component in all spheres of society. The strategic direction of the formation of civil society is the expansion of the scope of charity. Its nature consists in fulfilling a social function and uniting society. Modern charity is an objectively necessary typical practice of social interaction, supported by the system of institutions of social assistance, manifested in the forms of civic initiatives aimed at the integrative development of a harmonious social environment. Charitable activity is a necessary factor in the formation of civil society. Participation in it serves the social mobilization of society and forms the subject’s civic activity based on the principles of social solidarity. The social content of charity is a set of areas of socially significant activity that constitute voluntary selfless assistance to citizens and legal entities. The development of the institution of charity will allow consolidating the nation and humanizing the existing social relations.
Actual issues of combating crimes in the financial sphere
Authors: Komarnytska І.
Published: June 2023

The article analyzes the issue of combating crimes in the financial sphere, establishes the essence of financial responsibility as an institution of financial law. The establishment of Ukraine as a state governed by the rule of law provides for the limitation of various forms of illegal behavior of subjects in the financial sphere and their administrative responsibility. This type of crime poses a significant threat to social relations, as it involves systematic encroachment on financial resources, which mostly ensure the stable, managed, orderly existence of people's lives in society.

The concept of responsibility as a category of administrative law was considered and it was established that this concept is a much broader phenomenon, because, in addition to measures of legal responsibility, financial responsibility also includes measures of prevention, termination and recovery.

The article also highlights the ideas that position the consideration of combating crimes in the financial sphere as a type of administrative responsibility. The issue of combating crimes in the financial sphere, as an important phenomenon for Ukrainian society, is highlighted.

The financial component in the economic system of the state plays a significant role. Finance has turned from a mechanism into a driving force of the economy. At the same time, there are trends towards an increase in the number of illegal encroachments in the financial sphere. Today, financial crimes are characterized by a high level of latency. This indicates the development of financial crime, as a result of which the country's economy is damaged, which prevents the state from effectively implementing its functions and creating conditions for the development of society and the existence and reproduction of the economy.

The nature of crime in the financial sphere makes it difficult to detect and prevent crimes. And if detection and disclosure of crimes in the financial sphere is relatively active, then less attention is paid to prevention issues. Although it is easier to prevent a crime than to detect, disclose, investigate and compensate for the damages caused by this crime. At the same time, crime prevention in the financial sphere is a priority area in the work of law enforcement agencies.

However, despite the wide range of measures taken by the authorities to prevent offenses in this area, it is too early to say that the state has succeeded in everything. All this conditions the study of a wide range of issues of combating offenses in the financial sphere.
Administrative and legal regulation of forms and means of public control over the activities of judges
Authors: Tkachenko І.
Published: June 2023

In order to achieve the goal of the research, the article plans to carry out the following research tasks: clarifying the essence of public control over the activities of judges in Ukraine, identifying its most effective forms and means.

As a result of the study, it was established that public control over the activities of judges is a legally defined activity of members of the public aimed at checking (observation, supervision) the legality of judicial proceedings by judges, taking into account the principles of taking into account public opinion in the formation of the judicial body, transparency and openness of the judicial process, accessibility of citizens to the judicial process, openness and accessibility to court decisions.

The most effective forms and means of public control over the activities of judges in Ukraine are singled out, namely: 1) implementation of public control at the stage of selection for the position of a judge, which includes monitoring of the judge's lifestyle, which is carried out in order to establish the conformity of the judge's standard of living with that available to him and members his family's property and the income they receive, the judge's lifestyle is monitored in accordance with the law, the declaration of a person applying for the position of a judge is checked; 2) the activities of the public integrity council, which is formed to assist the Higher Qualification Commission of Judges of Ukraine in establishing the compliance of a judge (candidate for the post of judge) with the criteria of professional ethics and integrity for the purposes of qualification evaluation; 3) provision of public information about the court's activities based on the receipt of a request for information about the court's activities; 4) providing the public with public information about the activities of courts in Ukraine, by summarizing such information by analytical units of the State Judicial Administration of Ukraine; 5) granting access to accredited mass media to judicial proceedings on the basis of a court decision; 6) creation and implementation of effective activities in higher specialized courts and appellate courts of full-fledged press services; 7) creation of a contact center at the State Judicial Administration of Ukraine, which should receive and summarize information from citizens regarding the quality of judicial proceedings, compliance by judges with integrity, violations by them and other participants of the principles of judicial proceedings and the judicial process; 8) ensuring the activity of the public council under the Council of Judges of Ukraine.
The right of citizens to free legal aid in administrative proceedings
Authors: Shiyovych R.
Published: June 2023

In the article, from the point of view of the science of administrative law, an analysis of the state is carried out, the theoretical and legal foundations of free legal aid in administrative proceedings are investigated. Philosophical and worldview, general scientific and special methods were used in the article. The question of the meaning of the terms "legal aid", "free legal aid", "and representation" is considered. The views of scientists on the concept and essence of free legal aid analyzed. The legal nature of the term "legal aid" studied, and the presence of a conflict with the term "legal aid" was indicated. Its dynamics, complexity and breadth are noted, which is explained by the significant problems of providing free legal aid. The analysis of the conceptual apparatus makes it possible to note that legal aid is guaranteed by the state, is fully or partially provided at the expense of the State Budget of Ukraine, local budgets and other sources, is aimed at ensuring the realization of human and citizen rights and freedoms, the protection of these rights and freedoms, and their restoration in case of violation. The subjective right to free legal aid includes the state’s positive duty to provide, which gives the state discretionary powers to control the quality of aid. It indicated that the availability of legal aid guaranteed by the presence of a system of legal institutions capable of providing the population with affordable, comprehensive and high-quality legal aid. Ensuring the realization of the right to legal aid is a constitutional obligation of the state, and compliance by the state with the principles of providing free legal aid stipulated by international agreements. The only subjects of provision of free legal aid in the administrative proceedings of Ukraine are lawyers included in the register of lawyers. Other persons do not have the right to provide free legal assistance in administrative proceedings. Despite the fact that the right to free legal aid is not a new subject of research, the process of theoretical study continues. The right of citizens to free legal assistance in administrative proceedings requires further scientific research in legal and socially oriented aspects.
Balance of content and form in criminal proceedings
Authors: Dufeniuk O.
Published: June 2023

In the study, the author's attention is focused on the issues of content and form as important components of a balanced model of criminal proceedings. The balance of content and form ensures the performance of procedural functions, the use of rights and powers, the defense of legal positions and the application of norms based on the rule of law. It was determined that the content of criminal proceedings in a broad sense reflects its internal quality, determines the meaning of existence, teleological and axiological components. The form presents the external quality, is a kind of documentary-procedural "shell". The form of criminal proceedings objectifies, concretizes and broadcasts abstract content in law enforcement activities by implementing rules, procedures, requirements, orders, standards, etc. The article examines the multiplicity of approaches to determining content and form, which are used in legislation and discussed in scientific doctrine. Special attention is paid to the issue of unification and differentiation of the form of criminal proceedings. In addition, the author's thoughts on the concept of procedural "formalism" are presented in the study. It is proposed to distinguish standard formalism as an integral attribute of criminal proceedings in a democratic, legal state, aberrational formalism (from Latin aberratio – deviation, distortion) as a harmful phenomenon, and hybrid formalism (from Latin hybrida – mixing) as an objectively existing phenomenon in law enforcement practice. It was established that the key difference between aberrational formalism and violations of the procedural form is that such formalism does not go beyond the legal field, then the violation (substantial or insignificant, obvious or not obvious) is always outside the law. The conclusions emphasize that the content of criminal proceedings should correspond to the form, and the form should convey the content. Together, they build a complete system that transforms the principles of criminal proceedings from the state of abstract constructions to a real result in practice. Risks of imbalance in the dichotomy "content - form" in criminal proceedings arise due to inconsistency. This inconsistency can be determined by the shortcomings of the standard formalism, the existence of an aberrational formalism, and potentially increases with the hybrid formalism.
Method of 210Pb geochronological to estimate sedimentation rate in water reservoir in the Brazilian semiarid region
Authors: Ferreira Clarisse Wanderley Souto , Araújo Maria do Socorro Bezerra de , Santos Júnior José Araújo dos , Souza Vivianne Lúcia Bormann de
Published: June 2023

Dams are important reservoirs in semiarid regions providing the needs of the population and agricultural activities in an area in which intermittent rivers predominate. These reservoirs are subject to erosion processes that can cause sedimentation and affect the quality of the water in them. The method of dating sediments using 210Pb is well known and is used to establish a precise chronology of the sediments in places where abrupt changes in sedimentation conditions do not occur. The work aims to determine the sedimentation rate in five main tributary points of the dam located in the semiarid region of the state of Pernambuco, Brazil, using the geochronologic dating of the sediments by measuring 210Pb activity. The method used was the Constant Rate of Supply (CRS) model. Dating coincides with the date of the conclusion of the construction of the dam. The sedimentation rate grew with the increase in depth and presented a decline in both the rate and flow of the sediments over time. The most recent results presented a decrease in sedimentation rates. The greatest occurrence of the sedimentation rate was identified at points located at the entrance of the dam, which could be justified by the reduction in the average speed of final drainage due to the existence of the reservoir itself.
Perbandingan Kinerja Regresi Decision Tree dan Regresi Linear Berganda untuk Prediksi BMI pada Dataset Asthma
Authors: Nurani Alfida Tegar , Setiawan Adi , Susanto Bambang
Published: June 2023

Penelitian ini menerapkan dua metode regresi yaitu Decision Tree dan linear berganda untuk memprediksi Body Mass Index (BMI) berdasarkan variabel-variabel lainnya pada dataset Asthma. Metode Decision Tree merupakan salah satu cara data processing dalam memprediksi masa depan dengan cara membangun klasifikasi dan regresi model dalam bentuk struktur pohon. Analisis regresi linear berganda merupakan model regresi yang melibatkan lebih dari satu variabel independen. Analisis regresi linear berganda dilakukan untuk mengetahui arah dan seberapa besar pengaruh variabel independen terhadap variabel dependen. Untuk mengukur tingkat keakuratan model peramalan, digunakan suatu ukuran keakuratan MAPE (Mean Absolute Percentage Error). Hasil MAPE menunjukkan nilai rata-rata prosentase kesalahan mutlak dari nilai sebenarnya dengan nilai peramalan. Pada penelitian ini, metode regresi linear berganda menunjukkan hasil yang lebih baik dengan nilai MAPE berturut-turut sebesar 12,737%; 12,76%; 12,89%; dan 12,99% untuk proporsi data uji berturut-turut 10%, 20%, 30%, dan 40% sedangkan nilai MAPE dari metode regresi Decision Tree sebesar 12,758%; 12,79%; 12,92%; dan 13,13%. Apabila digunakan ukuran kebaikan yang lain seperti MAE dan RMSE akan memberikan hasil yang analog, sedangkan ukuran kebaikan R2 berkebalikan. Penelitian ini dapat dilanjutkan dengan membandingkan hasil yang diperoleh dengan menggunakan metode lain dalam machine learning seperti Support Vector Machine (SVM), random forest, Artificial Neural Network (ANN), dan lain-lain.
The “Plot of Seduction” in Mikhail Lermontovʼs Long Story “Princess Mary” (the peculiarity of the Pechorin’s intrigue: a game or a vision)
Authors:   Lomonosov Moscow State University, Berikashvili Kristina
Published: June 2023

The article is devoted to the “plot of seduction” in Mikhail Lermontov’s long story “Princess Mary” through the prism of perception of the heroine. This approach is conditioned by the transformation of understanding of the plot in Russian literature in the first half of the 19th century, in particular – in some of the writer’s works (“Demon”, “Princess Ligovskaya”, “Princess Mary”). The author concludes that this process is inextricably linked to Mikhail Lermontov’s reflection of moral and philosophical categories of Contempt, Hatred and Love.
Negation Expression Teaching in Foreign Language Audience
Authors:   Herzen University, Sakalchikova Nina , Shternina Ekaterina ,   Herzen University
Published: June 2023

The subject of the study is the description of cases of negative expressions that are difficult for foreign students. For this purpose, the reasons for the existence of problems with the use of negative particles “not” and “neither”, as well as the union “neither ... , nor ...” are considered. Further, the features of the use of negative particles in twopart sentences with a subject in the nominative case and in non-nominative (impersonal) sentences are explained. A system of exercises for practical exercises is also given. Thus, this material can help both teachers and students in mastering this complex topic.
Assessment of Knowledge and Practice of Staff Nurses regarding the Care of Children with Open Heart Surgery at Sher-i-Kashmir Institute of Medical Sciences, Soura, Srinagar
Authors:   M.sc (Pediatric Nursing) MMINSR, SKIMS, Soura, Srinagar, Jammu & Kashmir, India, Bassen Sonia
Published: June 2023

Background: Open-heart surgery is any type of surgery where the chest is cut open and surgery is performed on the muscles, valves, or arteries of the heart and the heart is connected to a heart-lung bypass machine, or by pass pump during surgery. The heart gets stopped when it is connected to this machine. Objectives: The objectives of the study were to assess the knowledge and practice scores of staff nurses, find the association of their knowledge and practice scores with selected demographic variables, and the correlation between their knowledge and practice scores. Methodology: A quantitative research approach with a descriptive correlational design was used. 60 staff nurses working at SKIMS, Soura were selected by non-probability purposive sampling. Assessment of knowledge and practice was done by using a ‘self-structured knowledge questionnaire’ and ‘non-participatory checklist’ respectively. Results: The study showed that the majority of the study subjects had good knowledge regarding the care of children with open heart surgery and the majority of the study subjects had a good practice. There was no statistically significant association was found between the knowledge score of study subjects and their selected demographic variables and between their practice score and demographic variables. Conclusion: The study findings revealed that the % of practice score (93.3%) of study subjects was more as compared to the knowledge score (85.0%), which shows that there is a gap between knowledge and practice regarding the care of children with open heart surgery, So it is concluded that there is need to organize seminars and workshops regarding the nursing care of children with open heart surgery to bridge the gap between knowledge and practice.
Financial big data control and intelligent analysis method for investment decision of renewable energy projects
Authors: Li Dongyun
Published: June 2023

With the increasing scarcity of conventional energy and environmental degradation, countries around the world are increasing their investment in renewable energy development. In order to make a scientific investment evaluation of renewable energy projects, this paper examines the analysis and control of their financial data. The intelligent analysis system of financial data is constructed based on OLAP. Logistic regression model and decision tree algorithm model are selected as the operation algorithm of the system to complete the intelligent analysis of data. Combining random forest algorithm and autoregressive moving average model, under the guidance of Bagging idea, the financial status of renewable energy projects after investment is judged in order to achieve the purpose of dynamic control. According to the results of analysis and control of financial data of renewable energy projects, it is known that the correct probability of intelligent analysis of financial data reached 94.5%, 83.1%, and 92.7% for different sample sizes of data sets, respectively. There were significant improvements in the efficiency of capital usage and asset quality, with an increase in capital concentration of 30.42%, an increase in inventory turnover from 10.68% to 13.04%, and an increase in the recovery rate of overdue accounts receivable from 60.31% to 67.83%. It has been proven that the method can help investors to better utilize uncertainty to improve the investment value of project, providing investors with a new way of thinking about decision-making.
Analysis of the dilemma of higher vocational thinking education in China under the background of “Internet+”
Authors: Hu Yanhua , Xu Banghua
Published: June 2023

Network culture is a culture based on computer network information technology. With the popularity of “Internet+”, the influence of network culture on college students’ ideological views, behavioral patterns, value orientations and psychological development is also increasing. While Internet culture brings opportunities to higher education ideological and political education, it also makes education work face serious challenges. This paper proposes a collaborative knowledge graph construction method for Civic Education based on Internet + group intelligence. The core of the method is a continuously running loop that contains 3 activities: free exploration, automatic integration, and active feedback. The experimental results show that the knowledge graph fusion algorithm can effectively utilize the structural information of the knowledge graph as well as the semantic information of the nodes to form a high-quality knowledge graph fusion scheme. The collaborative approach based on the “explore-fusion-feedback” loop can improve the scale of group construction of knowledge graphs and the efficiency of individual construction of knowledge graphs, and exhibit better scalability of group scale.
Green supply chain innovation management strategy based on the combination of low carbon economy and e-commerce with big data technology
Authors: Liu Ling
Published: June 2023

In recent years, cloud computing, Internet of Things, mobile Internet and other emerging technologies have emerged and developed continuously, prompting various kinds of data to gradually show an explosive growth trend, and the resulting impact has penetrated into all levels of industry, scientific research, education, family and society, which marks that mankind has entered the era of big data comprehensively. At the same time, with the arrival of the era of big data, the concept of decarbonizing and greening of the supply chain is deeply rooted in the hearts of people, and it has become an inevitable trend for enterprises to promote the development and innovation of green supply chain. The supply chain of e-commerce is inseparable from big data technology. This paper intends to effectively combine low carbon economy and e-commerce from the perspective of big data-based application, and explore the green supply chain innovation management strategy based on the combination of low carbon economy and e-commerce under big data technology, so as to effectively promote the innovation and development of green supply chain management strategy in the era of low carbon economy.
Títul Research on Wireless Network Coverage for Transformation and Upgrading of Exhibition Management with Artificial Intelligence Technology
Authors: Dou Peilin , Zheng Guohua
Published: June 2023

The rapid development of artificial intelligence and modern communication technology provides a powerful opportunity to realize the transformation, upgrading and high-quality development of exhibition management. To solve the optimal coverage problem of wireless network in the exhibition area, a new generation of artificial intelligence algorithm is introduced to propose a novel method for solving the network coverage problem based on Harris Hawk optimization (HHO) algorithm. From the perspective of maximizing coverage and minimizing coverage redundancy, the multi-objective coverage optimization problem of wireless network nodes is optimally extracted into a function and solved using the improved HHO (IHHO) algorithm. Through the simulation of the wireless network coverage in the exhibition area, the experimental results show that the comprehensive evaluation index score of the optimization algorithm reaches 98.03%, which is higher than the traditional particle swarm optimizer (PSO) and the standard HHO. The proposed IHHO algorithm can be effectively applied to the network coverage problem and has a greater advantage over the traditional optimization methods in terms of improving node coverage, and has great practicality.
Research on the close-range photogrammetry accuracy of 3D digital interactive platform of Hunan intangible cultural heritage
Authors: Xia HuiZhong , Wang Wei
Published: June 2023

This paper designed a three-dimensional digital interactive platform, which takes power supply module, image data acquisition module, control module, data transmission module and ESAM module as the main hardware and makes it feasible to realize power supply transmission, multiple data acquisition, platform process control, data transmission, data encryption and decryption, and identity authentication. Then, through relative orientation element calculation, model point coordinate calculation, relative orientation model proportion coefficient calculation, relative orientation model deformation accuracy calculation, and relative orientation accuracy calculation, this paper realized the relative control of close-range photogrammetry, improving the accuracy of close-range photogrammetry. The results show that the relative control method of close-range photogrammetry studied in this paper can increase the relative accuracy from 319 to 769 and improve the average value of the relative orientation model deformation accuracy from 0.4282 to 0.5938. In addition, in performance analysis, the response time of the platform is 0.32s, the accuracy of close-range photogrammetry is 96.3%, and the comprehensiveness of data detection is 94.37%. Therefore, it is concluded that using the method proposed in this paper, the relative orientation model deformation accuracy is increased, the accuracy of close-range photogrammetry is the highest, and the data detection is more comprehensive.
Research on university laboratory network security based on Cloud Computing
Authors: Li Dan
Published: June 2023

As information technology increasingly develops, cloud computing has become an emerging computer network technology, which brings great convenience to network life. In order to ensure network security while fully enjoying this convenience, this paper established the laboratory cloud platform and network topology using the single node deployment mode of Openstack, obtained the software system architecture by applying B/S three-tier architecture model for laboratory development, and finally constructed cloud computing system of the laboratory by integrating encryption technology, digital signature technology, fingerprint recognition technology and dynamic password technology. After functionality, security and performance tests of the laboratory cloud platform, the application effect indicates that, some functional modules of the platform are in line with the desired results, the operation success rate is up to 100%, a 64G server can assume the operation of about 22 virtual machines, the number of server receiving and processing reaches 33 per second, and the throughput climbs up to 980,000 bytes per second. Therefore, it is concluded that with the support of cloud computing, the laboratory basically meets the desired use demand, which can effectively intercept unauthorized operation instructions, and get good carrying capacity and load capacity while strengthening network security.
Research on personalized Japanese language teaching model based on big data technology
Authors: Huang Huaigu
Published: June 2023

In order to better improve students’ Japanese language performance and help them progress, this paper proposes an analysis of personalized Japanese language teaching in a big data technology environment. We build a model of learner characteristics and use collaborative filtering techniques to push learning information from learners with the same or similar interest and preference characteristics. Adjust teaching strategies based on visual user information in the information panel. Build a personalized teaching model based on big data, extract and visualize the data of each student’s learning behavior, find out the gap between the teaching objectives and the preset ones, and record the students’ learning methods. Based on data to dynamically update the teaching content, assign the most appropriate learning tasks, determine the distance of teaching objectives, and improve students’ learning ability and learning effectiveness. Through inductive learning inference on the training dataset, the probabilities of all subsets are calculated, the relevant data subset intervals are merged, and the business sensitivity index is introduced to measure the whole source, which makes the improved decision tree gradually reduce the uncertainty of the division and decrease the weight degree of the attributes, which makes the personalized Japanese teaching better. The analysis results showed that the improved decision tree model reached 71% accuracy in 80 cases and stayed above 73% afterwards, and the ratio of students’ mastered knowledge to the number of knowledges learned was 0.4. Personalized Japanese language teaching under this method led to a significant improvement in students’ performance.
Strategy for financing mode optimization in international trade supply chain based on deep learning model
Authors: Liu Qi
Published: June 2023

With the development of economy and the advance of society, the quality of life of the masses has been improved to a certain extent. Meanwhile, new approaches have emerged in the financial industry, such as the supply chain mode. This paper modeled the coupling relationship of financial markets based on deep learning model and proposed the supply chain financing strategy of financial markets in different countries. The experimental results show that when the minimum value of supply chain finance is 0.5577, the loss risk has not reached the boundary of the effectiveness of the risk control standard. Therefore, this paper aims to systematically analyze the financing mode of international trade supply chain, comprehensively perfect the international trade governance mode, and thus realize the freedom of trade, and at the same time, provide new ideas for enterprises' financing difficulties, and probe into the ways of supply chain financing mode in improving enterprises' financing difficulties, so as to help solve the financing difficulties of a large number of enterprises and optimize the financing strategy of international trade.
A multidimensional interpretation analysis of Marxism globalization theory based on distributed Internet
Authors: Yang Huan
Published: June 2023

In the environment of increasing pace of globalization and informatization, the distributed internet has effectively mobilized people from all countries to participate in the discussion of Marxist theory, which makes Marxist theory enriched in a decentralized, multi-node manner for the first time under the wave of globalization. Although the modern emerging distributed internet is faster and more rapid than the traditional information media methods, its accuracy is subject to a greater impact. In this paper, we collect the information of text-video web pages through a crawler program, and after filtering through artificial intelligence retrieval technology to obtain the Marxist globalization theory and extract key information points, and delete irrelevant information. Then K-means clustering algorithm is used to cluster the information collected in the distributed internet to obtain the multidimensional interpretation of Marxist’s globalization theory. This method has been proved to be effective through a large number of experiments. The existing distributed internet has a large amount of data that can be used to train artificial intelligence and has good practical conditions. This method helps Marxists to make better use of information from multiple nodes. The theoretical perspectives of working people from various countries are constantly gathered and pushed forward while saving a lot of manpower, so that Marxism can be better adapted to the rapidly developing globalized society.
Research on China’s tourism marketing model in the data perspective: based on ecological perspective
Authors: Liu Yi , Gao Jia , Yu Hailong
Published: June 2023

With the continuous improvement of technology and residents’ living standards. Should actively adapt to the opportunities and challenges brought by the Internet to the tourism marketing model, For the sustainable and rapid development of tourism on the wings of takeoff. In this paper, based on a brief explanation of the basic theory of database marketing, to achieve sustainable development of tourism marketing. Adopted the development of ecotourism boutique routes, Implementing multi-faceted marketing channels and means. Improvement of ecotourism infrastructure and service levels and other development measures. Create a tourism marketing model that responds to the trend of the times. Innovative marketing with big data technology can greatly stimulate the tourist crowd. Two times more efficient with dual cores. Get 56 times the execution efficiency with 64 cores. Get the efficiency of linear growth. The most direct way to increase the share of tourism companies in the consumer market. Maximize the value of marketing economic inputs and outputs. The results show that the improved PSO algorithm is more effective in database stability and dispersion. This makes it important for tourism marketing.
Virtual Museum Scene Design Based on VRAR Realistic Interaction under PMC Artificial Intelligence Model
Authors: Zhang Wenyi , Liu Xiaotong
Published: June 2023

At present, there are problems of insufficient conservation and heritage and single display channels in the field of museums. In the background of digital era, innovative new museum display mode and interaction mode can bring new exhibition experience for visitors. In this paper, we study the key technologies such as 3D scene visualization, facility and equipment simulation, and human-computer interaction simulation. Based on virtual reality and augmented reality, somatosensory interactive digital technologies, an interaction engine under multiple classifiers is proposed, an online virtual museum design strategy is built, and an all-round, multi-angle, three-dimensional interactive museum display platform is constructed. A quantitative analysis method based on the policy consistency index model is proposed to conduct user measurement and post-use evaluation of the conceived virtual museum. The application results show that the design platform can intuitively display the complex environment of an intelligent digital museum, support the development of immersive virtual roaming and virtual touch, and provide a new way to visit a new type of interactive museum.
Research on innovative cultivation mode of English and American literature translation talents based on internet environment
Authors: Ge Yinghui
Published: June 2023

English and American literature translation can help readers appreciate foreign cultures and deepen their interpretation and knowledge of English and American literature. There are more relevant contents involved in the teaching of English and American literature translation. Translation is a very important task for different countries to communicate and must be given enough attention, and the translation of English and American literature is very important for readers to deeply appreciate the cultural style of foreign countries. In order to solve these problems and find the appropriate strategies for translating talents from English and American literature. In this paper, we will analyze this specifically, meet the requirements of training translation talents, combine the development of our country and our own background, and create a new training mode according to the Internet environment, so as to strengthen the training of talents. At the same time, the idea of constructing the teaching and composite innovative talents cultivation model of environmental ecology courses under the background of Internet big data is proposed, and the characteristics and functions of the innovative teaching and talents cultivation model are analyzed. The ultimate goal is to cultivate outstanding talents with a sense of family, global vision, innovation and practical ability, and to promote their application through teaching salons and symposiums. With the use of this model, the current environment of the Internet has been innovated in the innovative mode of talent training, and the corresponding training methods have created the best learning space for students and improved their ability to read original English and American texts and translate their works.
Optimization of local ethnic music teaching transmission path based on logistic regression model
Authors: Zhang Xue
Published: June 2023

To be able to better develop local folk music and traditional culture, this paper proposes the optimization of local folk music teaching and transmission paths. Analyze the musical styles taught in colleges and universities, learn that ethnic music with a strong national culture is not asked for, build a more comprehensive and three-dimensional system of musical knowledge, master the cultural connotations of ethnic music, strengthen the understanding of their own group culture, and lay the foundation for survival and development in a multicultural society. According to single or multiple continuous or discrete analysis of folk music teaching transmission paths, the state variables of the path optimization process are set to ensure that the growth rate coefficient of the teaching transmission path is positive and the growth rate of teaching is positive. Combining the amount of teaching demand for local ethnic music, the inflection point of the path curve is substituted into the transmission path to obtain the path state variable values. Using the fruit fly optimization algorithm to strengthen the Logistic model, the individual flight distance and direction of fruit flies are preset, and the distance value between the fruit fly position and the origin is calculated to locate toward the target position with visual advantage, and finally the music teaching transmission path optimization is realized. The analysis results show that the logistic model combined with the FOA algorithm has a significantly higher test rate both for subsamples and full samples, and the value of 0.45 is closer to the true value of 0.46, which has a strong applicability and a good path optimization effect.
Layanan kesehatan mental digital: Urgensi riset dan penerapannya di Indonesia
Authors: Listiyandini Ratih Arruum
Published: June 2023

Layanan melalui teknologi digital dan berbasis internet sudah menjadi salah satu kebutuhan di dalam sistem kesehatan mental di Indonesia. Namun, efektivitas klinis dan keamanan dari pemberian layanan kesehatan mental digital masih perlu untuk terus diuji dan diteliti lebih lanjut, khususnya mengenai intervensi klinis digital yang lebih peka secara budaya. Di dalam catatan editorial kali ini, saya menyoroti mengenai berbagai bentuk layanan kesehatan mental digital yang tersedia saat ini di Indonesia, potensi manfaatnya, dan urgensi agar para peneliti di Indonesia terlibat dalam pengujian mengenai keamanan dan efektivitas dari layanan seperti ini pada populasi Indonesia.