Reviewerly/exHarmony huggingface dataset:
Innovative library practices in the context of industry modernization: Experience of historical analysis

The main directions of modernization of library business and development of innovative activity of libraries under the influence of this process in the 90s and the decades following them are considered. The relationship of these basic vectors of development of the industry has not actually been the subject of special consideration. The article is an experience of system analysis of innovative practices of Russian libraries in the context of modernization as a global process of transformation of social development. The concept of "modernization of librarianship" is defined as a complex process that includes not only the computerization of the industry, but also its socio-cultural, institutional, managerial, functional and organizational transformations. The features of the initial stage of transition of domestic libraries to the path of modernization are characterized. It is noted that in accordance with the General trends of modernization, the domestic library business at the turn of the Millennium moved from linear progress, i. e. extensive development path to intensive, providing for qualitative transformations of the industry. The article presents external and internal modernization factors that influenced the innovative changes in the industry. The main trends in the development of library innovations are highlighted, which have enriched the implementation of the basic social functions of libraries in terms of content and technology: information, memorial, educational, cultural and educational, social and communicative. The article highlights the main trends in the development of innovations that affected the basic social functions of libraries: information, memorial, educational, cultural and educational, social and communicative. The article analyzes the socio-targets, tools and content of functional transformations of libraries. It is concluded that modernization, as the general vector of the development of the industry, is the main stimulus for library innovations, which, in turn, are its practical implementation in the processes of functioning of libraries.
The academic library in the university’s single information space and business processes

By the third decade of the 21st century, digital technologies have been integrated in every sphere of our lives. During the recent years, the modern trends in society, economics, technologies have become related to digital transformation. However, the definition for this concept is lacking. The author insists that implementing information technologies into institutional business process is the most essential note of digital transformation. He includes scientometrical indicators of the terms “digitalization” and “digital transformation” in the Russian Science Citation Index, reviews in brief the positive and negative aspects of these processes, and specifies the stages of digital evolution in the academic library. The experience of Moscow Automobile and Road Construction State Technical University (MADI) in computerization, digitalization and digital transformation of information library processes, is examined, i.e. implementation of e-catalog and computerized lending through bar-coding technology, free open access fulltext electronic library, development of information system in bibliographic history and works by university scientists and researchers, employees’ personal accounts, and adaptive system of library–chair book supply system. The systems enable to engage the faculty authors in updating the library’s e-catalog and to get information on the curriculum book supply. The author introduces his innovative business processes of preparing learning materials and research papers. These processes have been partially introduced in MADI to increase the faculty’s publication activity, to improve the university’s scientometrical indicators, and finally, to comply with the requirements of the Ministry of Science and Higher Education.
The technological approach in scholarly and professional life of I. S. Pilko

The article is written on the occasion of Irina S. Pilko’s jubilee. The authors review the stages of her professional career, and characterize her scientific interests. They acknowledge her contribution to the national librarianship and training staff for the library and information field. The technological approach in the applied library studies is characterized. Irina S. Pilko’s scientific interests are: information communication technologies in the library and information education, technological approach in library and information production, information services for library users, information and bibliographic products and services. Pilko’s technological approach to professional training is manifested in the curriculum structure and contents. She regards educational technologies as the foundation for quality education and projecting of learning information environment in the system of distance education in universities. The ideas of I. S. Pilko have become widely used in the library and information field and continuing library education.
Text-to-Classic: A Diffusion Method for Classical Art Generation Based on Text

Text-to-Image generation has recently become a hot research topic and diffusion models have achieved remarkable performance in this task. However, most previous researches aim at real scene generation. Few researches focus on classical art paintings. Besides, diffusion models are commonly heavy-weighted with a large number of parameters, which has a high computational cost. In this paper, we aim to solve the classical art paintings synthesis subtask. We propose a lightweight diffusion model Text-to-Classic(T2C) to synthesize classical art paintings according to text descriptions. Experiment results show that our method can achieve good performance with fewer parameters.
Exploring the optimization of education management in universities based on big data era

The continuous development of science and technology has led to the gradual application of new technologies such as big data technology and cloud computing to many industries. The emergence of massive quantitative data information requires a more advanced and reliable technology to collect, analyze, process and transmit data information, to explore the value of data information, to better use it for people and to improve the efficiency and quality of work. For colleges and universities, they also need to pay more attention to the scientific analysis of the characteristics, trends and technical advantages of the era of big data, use big data to strengthen education management, optimize management process, innovation, mode and improve management level. However, there are still more problems in the process of specific utilization and the quality of data is not high, so it is necessary for universities to strengthen reflection, build digital education management platform, optimize the management process and road base to meet the needs of schools, for which this paper mainly discusses the optimization ways of education management in universities in the era of big data.
Construction and Empirical Research of Evaluation Index System of Classroom Teaching Quality in Secondary Vocational Schools

Classroom teaching quality evaluation is an important way to reflect teachers' teaching and an important link to strengthen school teaching management. Based on the actual data of secondary vocational school students' evaluation of classroom teaching quality, this paper first uses factor analysis to classify the indicators into six dimensions: teaching content, teaching effect, professional quality, teaching environment, learning motivation and learning behavior, with a total of 22 items. Then, the structural equation model (SEM) technology is used to establish a teaching quality evaluation model for testing and quantitative analysis, aiming at providing reference for classroom teaching quality evaluation in secondary vocational schools.
Quantum fuzzy neural network based on fuzzy number

Neural network is one of the AI algorithms commonly used to process data, and has an extremely important position in scenarios such as image recognition, classification, and machine translation. With the increase of data volume explosion, the required computing power of neural networks is also significantly increased. The emergence of quantum neural networks improves the computational power of neural networks, but the accuracy of neural networks and quantum neural networks is not high in the face of the complexity and uncertainty of big data. In order to improve the efficiency and accuracy, the cross-fusion of "fuzzy number theory + quantum neural network" is proposed to study the quantum fuzzy neural network (FQNN) based on fuzzy number. The Gaussian fuzzy function is used to generate the corresponding fuzzy affiliation matrix to describe the uncertain information in the data. The fuzzy independent variables are trained through the FQNN model, and the model is output after changing the parameters of the quantum forward propagation layer. Simulation experiments show that the quantum fuzzy neural network model based on fuzzy number is more efficient and accurate in this study compared with the quantum neural network model.
The mandatory copies of Russian publications in bibliographies and statistics: Control and registration

The problems of national bibliography and publishing statistics are inextricably linked to the legislative support of acquiring and processing mandatory copies (MC) of Russian publications by the coordinating national center. Over a century, the Russian Book Chamber has been such center (in USSR, later in the Russian Federation). It acted as an independent organization until 2014. From 2014 till September 2022, it was affiliated with ITAR-TASS news agency. Today, the Russian Book Chamber is part of the Russian State Library while keeping its traditional functions in bibliographic and statistical control of national publishing products. The authors examine the key problems of these activities caused by retarding federal legislation on mandatory copies against the real-life publishing situation and information needs of our society and government. The number of publishers, though not professional, but some sort of “amateur” ones, is trending upwards, while the circulation of Russian book publications is decreasing year on year. The authors propose to optimize legislation support of publishing through control of publications by academic book publications and periodicals, as well as by those “printed on demand”; through decrease and differentiation of the federal MC sets, re-distribution of these sets for the sake of out-of-the capital library depositories, and timely editing of terminology and obsolescent articles in the law on mandatory copies.
University professor in a situation of total uncertainty

The article is devoted to the understanding of transformation of the profession and mission of a university professor in a rapidly changing world. The crisis of the theory of human capital, the return on investment in higher education is increasingly challenged, which leads to the transformation of the university. The career trajectory of a professor has been formed for decades, requires large intellectual, social and labor investments, while the institute of higher education is in a state of constant reform. The university as an institution comes into conflict with the world of uncertainty. Instability runs counter to a long-term commitment to an academic career. The educational process is conservative in nature and is associated with the development of a complex socio-cultural environment. This requires the stability of institutions, and the context is exactly the opposite. Uncertainty is generated by a huge range of forms of agency, among which proprietary agents, such as artificial intelligence, will compete with the professor in the labor market. The article raises questions about the discrepancy between the university and the market of professions, the university and the competencies of graduates, the impact of entrepreneurship and digitalization on the profession, the refraction of the conflict between investment logic and the logic of culture in academic communities. Comparative analysis of statistical data and the situation in advanced countries and Russia shows that this process is universal. Consideration of the professor as a profession determines the possible ways of managing and leveling uncertainty. Liquid modernity makes the profession of a university professor out of proportion to the situation, at most, or radically transforms it, at least in professional, social, and ethical changes.
A modified YOLOv5 helmet detection algorithm based on Swin Transformer

For the current stage of helmet detection in complex environments with low accuracy, missed detection and not easy to manage wearing, this paper proposes a YOLOv5 face helmet detection algorithm based on Swin Transformer improvement from the overall semantics of the image. In this paper, experiments are conducted using a self-built dataset to further enhance the performance of the model and improve the accuracy of face helmet detection through Mosaic data enhancement, label smoothing processing, adaptive weighted features combined with Wconcat module and the application of C3TR and C3STR modules to fuse multi-scale information, enhance the feature extraction capability of the network, and improve the generalization and robustness of the model with a self-built dataset . Experiments show that the improved YOLOv5 face helmet detection algorithm mAP based on Swin Transformer improves 5.7% compared with Faster RCNN, 6.1% compared with YOLOV3, 5.3% compared with YOLOV4, and 1.6% compared with the original algorithm. It performs well in helmet face detection tasks in complex environments, achieving real-time detection and higher accuracy, while reducing missed detections.
A study on the current status of defense AI in major foreign countries

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Procedural Modeling Method of Pipe Network Based on Spline Grammar

The shape grammar is usually used to describe the three-dimensional model with certain regularity, but in the process of constructing the three-dimensional model of industrial pipeline network or urban underground pipeline network, due to the complex wiring characteristics of the pipeline, the pipeline with different changing trajectories is often unable to be described by fixed shape. Therefore, the construction process for 3D pipe networks often requires art developers to spend a lot of time and effort to develop models. Arbitrarily shaped pipes can be effectively described in procedural modeling construction processes by incorporating splines that are inherently variable in nature and combining them as terminator shapes into shape grammar. Based on this theory, this paper proposes that the procedural modeling method based on spline grammar can efficiently complete the procedural construction of pipeline networks, and this method can quickly complete the splicing of pipeline networks. Experimental results show that our method is suitable for pipe network construction projects in different fields.
Formation of patriotic consciousness of student youth

The article emphasizes the importance of formation of patriotic consciousness of students. The main approaches to understanding the essence of patriotism as a social feeling are considered. One of the primary tasks of fundamental transformations in modern times is the construction of a civil society, the formation of a new type of civil personality. Student youth is the social stratum of society that is already at the forefront of the transformation of the world, making a great contribution to sustainable development and opening up new formats for ensuring involvement and interaction on a global scale. The younger generation is not only the most numerous: it also has the highest level of interaction. On the basis of a socio-psychological survey, the results are presented, the current state of patriotic consciousness of modern youth is analyzed. Approbation of the methodology for identifying the formation of patriotic consciousness of student youth was carried out at the North Ossetian State Institute. The study involved two age groups, respondents from 16 to 25 years old and respondents over 25 years old. The reason for this division was the fact that the age group of 16 to 25 years, these are students who have self-awareness. The second age group is respondents over 25 years old. This group is already wellformed mature people with a relatively formed worldview. The results of our research showed that patriotism is the value system of the modern younger generation, but, at the same time, is not a priority and defining value for most young people. The main aspect in the formation of patriotic consciousness is to direct young people to assimilate the spiritual and moral values of modern society. The organization of the process of formation of patriotic consciousness in a higher educational institution should be considered as a complex process, all aspects of which should be interconnected and at the same time complement each other, which implies its purposeful and comprehensive implementation. The formation of patriotic consciousness of students should be carried out both in the learning process and in extracurricular activities, through the study of humanities, the participation of students in various activities.
Discussion on the Balance of Intellectual Property Interests under Big Data

Based on the era of big data, this paper first introduces the concept, connotation and function of interest balance, and then expounds the relationship between the era of big data and intellectual property rights, pointing out that big data has become an important driving force for social innovation and economic growth in the emerging stage, but it inevitably conflicts with the legal interests of intellectual property protection in the development process, which leads to the opportunities and challenges that intellectual property rights will face as private rights protection, and sums up how to protect intellectual property rights in the era of big data. On the premise of making full use of the data, we can play the role of balancing interests, so as to achieve the social public goal of promoting economic development, scientific and cultural prosperity with intellectual property rights.
Application of A Grasping Autonomous Transport Robotic Car with Machine Vision in the Express Industry in China

In recent years, COVID-19 has badly affected people’s lives, and most industries have been hit hard, the express industry is a typical example, if the staff needs to be quarantined for epidemic control, the work efficiency of the express transfer center would reduce. In this project, to solve problems in the express industry, an autonomous transport car with a robotic arm was designed by using the technology of machine vision, path planning, SLAM, etc. The robot was simulated in the ROS platform m replaced by the turtlebot3 robot. As the result, the robot will go to the position set by Python code in the gazebo, when the robot identified the target, it will keep going straight forward to the target while keeping the target in the center of the camera. If the distance between the camera and the target is 0.15 meters, the car will stop and the robotic arm would grasp the target automatically. After the grasp, the robot will go to the destination and put the target in the basket. The result of the simulation shows that this robot can be applied to the express transfer center.
Analysis and research on cooperative education mode of local colleges and universities under the background of integration of industry and education

The integration of industry and education is not only an important part of the development of China's collaborative education cause, but also an important measure of China's higher education reform. At present, there are still many problems in the cooperative education mode of production and education in China. In order to effectively promote the integration of production and education and the all-round integration of industrial development, form a professional system with closely connected industrial chain and employment chain, and establish a perfect talent training mode, the collaborative education mode of local colleges and universities still needs to be explored and practiced continuously.
The Problems of “Artificial Intelligence” in Modern Philosophy and Science

Patriotism, an important component of the Chinese national spirit, has inspired generations of Chinese to strive for national prosperity. Promoting patriotism and implementing patriotic education is an eternal topic. If the youth is robust, the country will be strong. Because college students are the vital force of the country and the hope of the nation, it is especially important to cultivate their patriotism. China is facing new challenges, with profound changes in domestic and foreign situations, rapid technological development and increasingly frequent Internet exchanges. The patriotic education environment has also become more complex under the impact of undesirable Western culture. With the external and internal influences, further patriotic education for college students still faces many challenges. We should face up to the problems in contemporary patriotism education in higher education institutions, explore the solutions and cultivate patriotism among college students in the new era. Therefore, the study of patriotism education in higher education institutions has important theoretical and practical significance. This paper mainly collates literature through literature and historical research method, and the combination of theory and practice, analyzes the problems and causes of patriotism education in higher education institutions with contemporary society, college and family education as well as the characteristics of college students themselves, and puts forward targeted countermeasures for solutions. In the main body, this paper is divided into four parts. First of all, there is an introduction, which mainly includes the background and significance of research, the current status of domestic and international research, research methods, innovations and deficiencies. The framework of the paper was determined to be based on relevant domestic and international studies and the theory was well prepared for the article. The second part mainly elaborates the theories and necessity of patriotism education for college students, mainly including the connotation and characteristics of patriotism education. The third part presents a comprehensive analysis of the problem of patriotic education of college students and its causes from the social environment, patriotic education in higher education institutions, family education and college students themselves. The fourth part is the core of this paper, the practical effect of patriotic education in higher education institutions is ensured, by summarizing the relevant theories and proposing effective technologies and methods against the corresponding problems.