Reviewerly/exHarmony huggingface dataset:
Communication Basics in the Implementation of a Route-oriented Approach in Creating an Accessible Environment for Persons with Disabilities

Described are the means and technologies that ensure the availability of information for people with disabilities who have intellectual and speech impairments, aimed at creating an accessible environment, overcoming information barriers using a route-oriented approach, clear language, augmentative and alternative communication. The corresponding legal bases and methodical recommendations are indicated, being the tools for regulating the system for creating conditions for accessibility
ABOUT ONE OF THE FORMS OF THE MATHEMATICS EXAM AT THE UNIVERSITY

The materials of the article consider the issues of organizing and conducting intermediate certification of students of specialties related to information security on the discipline «Mathematics». An approach is proposed, in the implementation of which a multi-level system of assessing students' knowledge is used, the range of opportunities for unlocking the potential of students is expanded, communication skills in a mathematical language are formed. A distinctive feature of the described methodology is the possibility of using both standard sources and digital information environment in the preparation process.
THE SPECIFICS OF BUILDING A TVIMS COURSE FOR ADVANCED TRAINING OF GRADUATES

The paper considers the methodology for the formation of the discipline "Mathematical Statistics" for advanced training courses, additional education courses, as well as a special course for technical, economic and other areas of study with shortened curricula for this discipline. The purpose of this work is to describe the structural organization of the educational process for a deeper study of the methods of mathematical statistics. In-depth research methods are given, methodological recommendations for their use are given, examples of the application of algorithms are considered.
APPLICATION OF GRAPH THEORY IN INFORMATION TECHNOLOGY

In the article, the author draws attention to the sections and algorithms of graph theory that are necessary for future programmers to build a more successful career. Life examples are given to illustrate that graphs help not only the programmer, but also any representative of the IT profession, to understand their work more deeply, to solve urgent tasks in a new way and to better present the structure of the code. The described shows that students of technical fields should pay more attention to this discipline in the process of their training, having studied at least the available possibilities of working with graphs, since this is one of the main data structures.
MODEL OF FORMATION OF MATHEMATICAL CONCEPTS

The actual problem of the formation of mathematical concepts among students in the system of higher vocational education is considered. The purpose of the study is to develop a model for the formation of mathematical concepts in students and ways to master the algorithms for their implementation in the process of solving professionally oriented problems. The main tasks to be solved in the study are: changing the content of education and developing a single - operator approach to the definition of basic mathematical concepts. The methods were the study of scientific literature and practical experience in the implementation of vocational educational programs in universities. Results of the study: a model for the formation of mathematical concepts and the need to revise the content of education focused on the use of modern information technologies.
FORMATION OF DIGITAL COMPETENCIES OF STUDENTS APPLIED MATHEMATICS

The use of digital technologies in educational activities is one of the effective ways to increase motivation and develop creative abilities in the study of applied disciplines. Teaching applied mathematics to students using information technology facilitates the solution of many practical problems, contributes to the effective assimilation of theoretical material, the formation of interdisciplinary connections and the formation of digital competencies.
АDAPTATION TO NEW CONDITIONS

The article considers some problems of teaching mathematical disciplines at the initial courses of a technical university that have appeared in the background of schoolchildren's long-term quarantine distance learning. The ways of improving lecture teaching in the format of distance and classroom learning disciplines of the mathematical cycle are considered. A solution option of this problem through familiar methodological learning technologies based on the principles of critical thinking is proposed. The psychological aspects of problem solving that nowadays students and teachers face to are also touched upon.
THE USE OF CLOUD SERVICES TO OPTIMIZE THE ACTIVITY OF THE TEACHER

The actively developing market of software resources and the pace of informatization of education by the speed of changes are making significant difficulties in the work of the teacher. In addition to their main work responsibilities, in order to remain modern competent university staff, it is necessary to use effective technical and software tools for organizing pedagogical activities. Therefore, the task of the study was to find and use convenient applications for working with information flows. The main focus of the research was the use of cloud-based information storage methods to simplify the teacher's activities.
100 TASKS AS A NECESSARY BASIS FOR SPECIALIST TRAINING

More than 30 years ago, Academician V.I. Arnold proposed to evaluate the knowledge of graduates of physics and mathematics departments of universities, checking their ability to solve a set of basic tasks that should be regularly updated. Despite the attractiveness and a number of advantages, the proposed idea has not yet found wide application in practice. The question of the expediency of using such an approach to assess the level of mathematical knowledge among graduates of technical universities is discussed.
Yemen’s Public Sector transformation: Unpacking the dynamics of assessing organizational culture, leadership Approaches and Employees Adherence to Change

The primary aim of this research is to evaluate the influence of leadership style on affective commitment to change, taking into consideration the moderating role of organizational culture. This study utilizes a mixed-methods approach, incorporating both quantitative survey data from 371 employees in Yemeni public organizations and qualitative interviews with managers. The findings show that employees' affective commitment to change and transformational leadership are positively correlated. Furthermore, a favourable correlation is discovered between affective commitment to change and transactional leadership. The results have significance in that they point to the positive moderating influence of organisational culture on the association between affective commitment to change among employees and leadership styles. Interestingly, compared to transformational leadership, transactional leadership is a stronger predictor of affective commitment to change.
Construction of the Probability Measures

Cylinder sets and their semi-algebra. Finitely additive maps. Hahn-Kolmogorov extension theorem. Shift-invariant measures and consistency conditions. Block probabilities and their representations by probabilities of short and long blocks.
THE ALGERIAN ECONOMY IN THE WAKE OF THE CORONAVIRUS PANDEMIC – AN ECONOMETRIC STUDY

This paper aims to measure the dynamic impact of: the crude oil price, the inflation, the volume of exports, and the volume of imports on the economic growth in Algeria during the period from January 2020 to December 2021 using the autoregressive distribution lags model (ARDL), where the GDP per capita growth is a variable representing the economic growth. The study findings show the existence of a long-run equilibrium relationship between the study variables, with positive and significant effects of the crude oil price, the volume of exports, and the volume of imports on the economic growth
PENTINGNYA SARAPAN PAGI DALAM MENUNJANG KONSENTRASI BELAJAR SISWA DI SEKOLAH

Learning concentration is one of the important thing in student learning success. Concentration is needed to understand the material delivered by the teacher. One factor that supports concentrate is breakfast. Although it’s often ignored or underestimated, but actually it the main support of the brain to improve concentration of learning. Skipping breakfast can cause lethargy, weakness, dizziness and drowsiness. It causes a decrease or difficulty in concentrating during school learning activities. So breakfast is needed because it can improve concentration of learning.
Designing an Industrial Cybersecurity Program for an Operational Technology Group

The design of a cybersecurity program for an Information Technology (“IT”) group is well documented by a variety of international standards, such as those provided by the U.S. National Institute of Standards and Technology (“NIST”) 800-series Special Publications (“SP 800”). However, for those wishing to apply standard information security practices in an Operational Technology (“OT”) environment that supports industrial control and support systems, guidance is seemingly sparse. This project expands on the abstract concepts described in textbooks by documenting the implementation of an industrial cybersecurity program for a local manufacturing firm. The project started with hardware and software asset inventories, followed by a risk assessment and gap analysis, and then implemented mitigating controls using a combination of manual and automated procedures. Security posture of the OT group was constantly evaluated against corporate security goals, the project-generated risk assessment, and NIST SP 800-171 requirements. Improvements in security posture and compliance to corporate requirements were achieved in part through alignment with existing policies and procedures developed by the organization’s IT group, with the balance implemented and documented by the author of this project. The materials generated by this project may be used to assist other organizations starting their journey towards securing their industrial control assets.
A co-simulation of superconducting qubit and control electronics for quantum computing

As the number of qubits in quantum computing increases, the scalability of existing qubit circuit structures and control systems may become insufficient for large-scale expansion and high-fidelity control. To address this challenge, we propose a behavioral-level model of a superconducting qubit and its control electronics, followed by a co-simulation to evaluate their performance. In this paper, we present the modeling process, simulation procedure, and resulting design specifications for the qubit control system. Our co-simulation approach utilizes MATLAB and Simulink, enabling us to derive critical circuit design specifications, such as the required Digital-to-Analog Converter (DAC) resolution, which should be 8 bits or higher, to achieve high-fidelity control. By taking into account factors such as DAC sampling rates, integral and differential nonlinearities, and filter characteristics, we optimize the control system for efficient and accurate qubit manipulation. Our model and simulation approach offer a promising solution to the scalability challenges in quantum computing, providing valuable insights for the design of large-scale superconducting quantum computing systems.
An effective fault tolerance aware scheduling using hybrid horse herd optimisation‐reptile search optimisation approach for a cloud computing environment

Abstract IT services can be requested via cloud computing, a model based on services as well as the Internet. It includes all computer systems resources from hardware components to software platforms and software applications in a distributed environment. Scheduling is a key step in processing tasks using remote resources. Serious issues have been brought forward, including the ineffective use of resources and task execution failure. The concurrent provision of fault tolerance and resource optimisation is achallenging task. In the context of cloud computing, this research offers a brand‐new job scheduling and fault‐tolerant system. Tasks submitted by users are taken as an input for the proposed method. Several virtual machines (VM) are initially arranged for scheduling work and execution process. Initially, Horse Herd Optimisation is employed here to allocate the job based on key factors such as deadline and user budget. Once the jobs are assigned to each VM, then each job's deadline is confirmed and transferred to VM which has sufficient capacity. Here, the Reptile Search Optimisation technique is applied to identify the VM error. Any VM that does not have enough capacity is the one that has a problem. When a fault is found, a fault‐tolerant process is instantly started. A replication‐based fault‐tolerant mechanism is used in this manuscript. The proposed approach is tested with several metrics which attains better performance like 80 s response time, turnaround time of 32 s, 17% resource utilisation and a success rate of 92%. Thus the designed model is the best choice for fault‐tolerant aware task scheduling.
Reversible Data Hiding in Encrypted Images Based on Block Classification Coding of Sparse Representation

Reversible data hiding has attracted great attention, especially in the field of encrypted images. Due to the strong similarity among neighboring pixels in the local area of images, the pixels can be compressed for embedding more secret data. However, the embedding room is usually vacated by fixed length coding of sparse coefficients, then the embedding capacity may be negative when the error is too large. To address this issue, this paper proposes a reversible data hiding scheme in encrypted images via block classification coding of sparse representation called RDHEI-BCCSR, which is achieved by the difference of sparse coefficients. Two embedding methods are adopted for different blocks by setting adaptive threshold. A series of experiments are conducted on public datasets, whose results demonstrate that the RDHEI-BCCSR scheme is superior to the related schemes.
The Importance Of Building Effective Communications In The Information Transfer Process In Higher Education Libraries To Achieve User Satisfaction

In this article, we will discuss the importance of effective communication in the process of transferring information in the university library, because the university library is a special type of library where the majority of the users are students, lecturers, and academics. The focus of writing in this article is to examine what communication theories can be applied in tertiary institutions and what are the obstacles and what might occur when communicating in a college library. Then how should college library librarians communicate with fellow library staff or when serving users, especially users who come to do research and really need sources of information and references. Writing this article is done by analyzing related content such as books, journals, and other reference sources that are in accordance with the study of this article. By using a literature study approach and qualitative methods. The purpose of this article is to find out how important effective communication is in the college library to achieve user satisfaction.
Research on the integration strategy of music teaching and environmental education under the perspective of ecological civilization

With the gradual deterioration of today's ecological environment, there is an urgent need to improve the quality of environmental education. The current environmental education has grown somewhat with the increase in government investment. However older teaching methods seem inadequate to deal with the current situation. The integration of music teaching into environmental education, as explored in this paper, can be a good solution to this problem. This fun and educational approach is a good way to enhance students' interest in learning. After the corresponding discussion on the value of integration, the article used hierarchical analysis to conduct a fuzzy comprehensive evaluation of the combined utility. After stratifying the corresponding influencing factors, the weights were assigned and satisfactory evaluation results were obtained. An example was used for the analysis in this paper. The results showed that third graders with appropriate education got a significant improvement in their scores than sixth graders with no education. Both their median and mean scores improved from 66 and 60 to 70, respectively. More students are also concentrated in the high-score segment. In terms of the direction of focus, the percentages of the four areas of saving food, saving water, saving electricity, and separating garbage all changed. The values of the corresponding numbers for the third and sixth grades are 29%, 20%, 23%, 28% and 29%, 15%, 21%, 35%, respectively.
Natural Language Processing

With the continuous development of social platforms and content platforms, it has become increasingly common to use the Internet as a carrier for content dissemination. The application of recommendation systems, computational advertising, user profile analysis, and other related technologies make it possible to screen massive information streams for personalized information. In all data, the use of multimodal data (text, images, audio, video, and structured data, etc.) makes it more likely to predict more accurately. Text data, as the main information carrier of the content platform, has also become an indispensable data type for the above technologies, and how to use text data is the core problem to be solved in natural language processing.
An Efficient Keyword-Based Ciphertext Retrieval Scheme

This paper designs an efficient ciphertext retrieval scheme that can realize single-keyword and multi-keyword retrieval while resisting privacy leakage. The proposed scheme uses SM2 to verify the requester’s identity and uses the SM4 algorithm to encrypt keywords to avoid leaking keyword information to the server. In addition, it utilizes SM3 to hash the ciphertext to improve attack resistance while ensuring efficient retrieval. The main highlights of the presented scheme are to transform a single-keyword or multi-keyword ciphertext retrieval into a secure vector inner-product problem and introduce an access priority algorithm based on the designed multi-level feedback priority queue model to improve retrieval speed. Experimental results show that, compared to the current commonly used ciphertext retrieval methods FBDSSE-CQ and VBTree, the retrieval speed of this scheme on 1000 keyword and 100000 file data sets is improved by 12 times and 6829 times, respectively.
The Morphological Analysis of Inflectional Plural Noun Suffixes Found in Catharsis Novel by Anastasia Aemelia

Novel is a long narrative story that describes the specific human experiences in their life as depicted by the portrait of the characters. A novel that is written by Anastasia Aemilia entitled Catharsis talks about the story of a troubled young woman with special gifts and heavy burdens. Observing inflectional suffix aims to enrich the language learners’ vocabulary especially noun in plural forms. This qualitative research focuses on the analysis of inflectional plural noun suffixes that are found in the novel entitled Catharsis. This study is also analyzed based on the theory that proposed by Katamba (1993) regarding to the research problem which about the types of inflectional plural noun suffix. The results that are found 681 data that contain inflectional suffixes. Those data are divided into 3 categories namely 646 data (95%) of plural noun suffix (-s), 28 data (4%) of plural noun suffix (-es), and 7 data (1%) of plural suffix (-ies).
Analysis and Protection of Public Medical Dataset: From Privacy Perspective

High-quality medical treatment is unattainable without protecting patients’ medical records and other sensitive information. One of the most critical challenges in the medical industry is patient privacy in light of medical systems’ widespread digitization and networking. What we call “health data” includes a plethora of information on individuals, including their medical records, treatment records, genetic data, and demographic information. In this paper, we review existing methods to keep patients’ health records private and compare their advantages and limitations. We then analyze the public medical dataset from the perspective of privacy protection, utilizing the k-anonymity and l-diversity models, and compare the impact of quasi-identifier attributes on privacy protection. Furthermore, we conduct experiments to investigate the trade-off between privacy and utility. Based on the analysis results, this paper provides data owners with a guide on how to choose attributes for medical data publication and how to select the appropriate techniques for preserving privacy in medical data publication.
PHILOSOPHICAL (THEORETICAL) ASPECT OF CREATIVITY

The article proposes a theorization of the phenomenon of creativity in its philosophical, social, aesthetic and psychological dimensions. Creativity as an epistemological and axiological problem is described by a significant number of researchers and scientists in various fields. At the same time, its ontological dimension remains the prerogative of psychological research, neglecting the social dimension and the meaning of creativity for the individual and humanity as a whole. The proposed analysis allows tracing the various essences and manifestations of creativity for a person and society. Questions about the essence of the concept of "creativity" were studied by many scientists in such fields of knowledge as philosophy, psychology, aesthetics, sociology, etc. This concept has a rather weighty historical aspect of consideration – from Plato to the present day, thinkers have been interested in the question of the inner urges and incentives of a person. But regardless of the signs that stood out for centuries and outlined, shaped this phenomenon, the XXI century brings its corrections, synthesizing phenomena and looking for new approaches to their study. Now, when we talk about creativity, we often stray far from its functional and cultural-artistic significance, we try to reflect it in modern political and scientific-technical processes, or in a radically new, free-thinking, freedom-loving and/or performative aspect. That is why the purpose of the research is to theorize the phenomenon of creativity in the context of modernity. When theorizing creativity, researchers use such concepts as novelty, creating something new, objectification of acquired and/or unconscious experience, catharsis, going beyond the ordinary, loneliness, rejection by society, criticism, challenge, dialogicity, performativity, etc. All these analogies allow us to understand the essence of the phenomenon in a collective and individual dimension. Moreover, centuries of rethinking creativity make it possible to understand and predict the benefits of creativity. However, the entire body of research cannot answer the question of the essentiality of the creator, his alienation from society and from his own creation. Moreover, creativity evolves along with Man, and at the time of expanding the capabilities of AI, it is difficult for us to predict this process.
stories behind archived packages

Update on 2021-02-09: I’ve archived 8 more packages. Post below updated Code is often arranged in packages for any given language. Packages are often cataloged in a package registry of some kind: NPM for node, crates.io for Rust, etc.
API client design: how to deal with lots of parameters?

In February this year I wroute about how many parameters functions should have, looking at some other languages, with a detailed look at R. On a related topic … As I work on many R packages that are API clients for various web services, I began wondering: What is the best way to deal with API routes that have a lot of parameters?