Reviewerly/exHarmony huggingface dataset:
ДИФЕРЕНЦІАЦІЯ ТА ІНТЕГРАЦІЯ НАВЧАННЯ ПРИРОДНИЧИХ ДИСЦИПЛІН – ДВІ СТОРОНИ ЄДИНОГО ОСВІТНЬОГО ПРОЦЕСУ

The development of society determines the formation of such a paradigm of education, which involves the transition to fundamentally new systems of education. Modern education is developing in directions that combine diametrically opposed approaches. This is exactly what happens with science education, which is essentially integrative. On the other hand, learning students with a wide range of abilities requires teachers to come up with innovative ideas and take into account the peculiarities of student development. The problem of combining differentiation and integration in natural education is being updated. The purpose of the article is to highlight the features of the complex implementation of differentiated and integrative approaches in the teaching of natural sciences as the basis of the modern educational environment of a secondary school. The article analyzes the approaches of Ukrainian and foreign researchers who studied the ideas of differentiation and integration and the peculiarities of their implementation in education. We defined the theory of multiple intelligences as a conceptual basis for combining two opposite approaches. According to this theory, individual features of the student’s intellectual development should be taken into account in education. On the other hand, the integration of different modalities and disciplines can accommodate the different ways of knowing and understanding possessed by students with different types of intelligence. The main task of natural sciences is the formation of integral scientific knowledge, ideas about a unified scientific picture of the world. The article shows that science combines differentiation and integration: the unity and integrity of the world, as well as its diversity, the specificity of various forms of matter. Based on the results of the conducted research, we singled out STEM education and project learning technologies as means of implementing differentiated and integrative approaches in the learning of natural sciences. The issue of training teachers capable of implementing these ideas in the conditions of a STEM-oriented educational environment remains problematic.
DESIGNING A HOSPITAL SIGNAGE GUIDANCE SYSTEM USING ENVIRONMENTAL DESIGN ELEMENTS

This project analyses hospital signage and navigation systems utilising the collaborative design. It's a new "human-centered" design theory. Community design provides equal, safe, and easy access to the medical environment for all, especially for hospital patients with special needs. In medical facilities, the communal design lets us build passenger flow-directing systems and better signs and guides. Design thinking drives medical signage and counseling. Second, it provides a framework for constructing medical institution signage and orientation systems based on audience needs, signage placement, and environmental design. Applying this design theory and approach to medical institution signs and guiding systems increases audience, sign recognition, patient guidance, treatment flow optimisation, and efficiency. A case study examined the Second People's Hospital of Henan Province's signage and guiding system, patients' physiological and psychological qualities, and their needs and expectations. This project studies and implements signage and guidance system design guidelines. This new initiative aims to encourage researchers and professionals to utilise the common design and present more effective design examples.
РОЗВИТОК ТЕХНІКО-ТЕХНОЛОГІЧНОЇ КОМПЕТЕНТНОСТІ ПІД ЧАС ВИКОНАННЯ НАВЧАЛЬНОГО ПРОЄКТУ З ВИКОРИСТАННЯМ ЦИФРОВИХ РЕСУРСІВ

Modern society demands not only the ability to use digital technologies in everyday life, but also the ability of an individual to be successful in the labor market: the ability to plan one’s activities, allocate time, etc., to the future specialist. Project technologies are one of the ways to meet the specified needs in educational activities. The purpose of our research is to develop a methodology for the implementation of project learning technologies in institutions of professional (vocational and technical) education; formation of the project “Automatic feeder for pets based on the hardware and computing platform Arduino” for institutions of professional (vocational and technical) education. To achieve the goal, the following methods were used: theoretical: analysis, synthesis and systematization; empirical: modeling. In the context of the digital educational environment, the use of project technologies takes on a new level. Project technologies make it possible to form skills of independent work, develop creative and critical abilities of education seekers, ensure interactivity and interaction of participants in the educational process. At the same time, project and technological competence is developing. In order to ensure the development of project-technological competence in vocational education institutions, we offer students to carry out mini-projects that, in the near term, show the practical implementation of the acquired theoretical knowledge. The article provides an example of the methodology for the development of project-technological competence in the conditions of a digital educational environment during the implementation of the project “Automatic feeder for pets based on the hardware and computing platform Arduino”. The proposed project of creating an automated feeder is multi-component. During development, an interactive approach to learning was used, which involves the involvement of students in the active learning process through work on the project. This approach contributes to the deepening of the understanding of theoretical concepts, the acquisition of practical skills in the field of professional education, the development of project-technological competence, which ensures the formation of a competitive specialist in the conditions of a dynamically changing digital society.
An asymptotic property of quaternary additive codes

Abstract Let nk(s) be the maximal length n such that a quaternary additive [n, k, n − s]4-code exists. We solve a natural asymptotic problem by determining the lim sup λk of nk(s)/s, and the smallest value of s such that nk(s)/s = λk. The proof uses geometric language and is elementary. Mathematics Subject Classification. 94Bxx, 51E22.
Copier Diagnostic Expert System using Case Based Reasoning (CBR) Method

The high need for photocopiers makes machine operations very high for a long time. This situation makes the condition of the machine to be down and easily damaged. This machine is a complex machine that is interconnected with one another , so it needs expert handling in repairing it. The limited number of technicians makes machines that are damaged for a long time to be repaired, so we need a system that can replace the position of experts in repairing copiers. The Case Based Reasoning (CBR) method is a method for building a system that works by diagnosing new cases based on old cases. occurred and provide solutions to new cases based on old cases that have a high similarity value. Just like humans can do reasoning, Case Based Reasoning is developed to do reasoning like humans. With reasoning, Case Based Reasoning can retrieve and equalize past solutions that are stored and used to solve current problems. Photocopiers at Fotocopy Cahaya currently require maximum operational handling due to the high level of use being made. In this research an expert system will be built in light photocopying by applying the Case Based Reasoning (CBR) method. The system built is made up of the PHP programming language and MySQL database to diagnose photocopier damage. The result of this research is a system that can diagnose photocopiers and produce a solution based on the damage experienced by the machine. By implementing an expert system using the Case Based Reasoning method, it will make it easier for Fotocopy Cahaya to diagnose the damage experienced by the machine and find the right solution to overcome the damage
DEVELOPMENT OF CRAFT EDUCATION IN KASHMIR VALLEY DURING THE RULE OF SULATAN ZAINUL AABIDEEN BUDSHAH

Abstract&#x0D; The paper explores the role of Sultan Zainul Aabideen in the development of craft education in the region of Kashmir. The study examines the Sultan's contribution towards preserving the traditional crafts of Kashmir and creating an environment that fostered innovation and creativity in the local craftsmen. The paper analyzes the initiatives taken by the Sultan to establish craft schools and workshops, provide training and support to craftsmen, and promote the products of the local artisans. The study also examines the impact of these efforts on the socioeconomic development of the region and the preservation of the cultural heritage of Kashmir. The findings of this research indicate that the Sultan's vision and commitment to craft education have played a crucial role in the development and promotion of traditional crafts in Kashmir, which has led to the growth of the local economy and the empowerment of the local artisans.
Repetition Detection using Spectral Parameters and Multi tapering features

Handling and addressing the issues in disfluent speech is a challenging task.It is very tedious to identify and remove repetition at the pre-processing step.Many speech related applications such as speech to text alignment, voice based interactive system face these hurdles while designing an automatic disfluent speech recognition system.Since speaker can utter the repeated words partially or miss some words in between makes it challenging.Spectral parameters such as Energy, Entropy, Zero Crossing Rate and centroid are used to detect repetitions.The similarity scores between phonemes and syllabus are detected and computed by employing Dynamic time warping (DTW) and polynomial curve fitting (PCF) approaches.The reconstructed speech signal features are extracted using SWEC-multi tapering window of MFCC procedure.The extracted features are modelled using SVM yielding 85% of recognition accuracy with repetition detection accuracy as 78.04% automatically.
PKM – Peningkatan Kemampuan Dosen Dalam Menyusun Manuskrip Penelitian Melalui Workshop Rekonstruksi Hasil Analisis Data Untuk Dosen AMIK Serang

As a lecturer, the ability to compile research manuscripts is a crucial skill to possess. However, there are still a significant number of junior and senior professors who frequently struggle with writing research papers. There are also many professors who are able to analyse data, but they struggle when it is time to incorporate it into manuscripts. This community service activity aims to assist lecturers in putting together research paper draughts, particularly for community service partners. In general, this activity can be divided into two distinct phases: preparation and implementation. Beginning preparatory activities include the identification of partners' problems and requirements, the creation of activity schedules, and ongoing dialogue between the service team and partners. This is done to level the perception of the carried out activities. Following the completion of the preparatory phase, the implementation of community service occurs. During the implementation phase, participants received training from two instructors using distinct materials. This community service activity uses workshops and resource sharing as its methodology. Before and after the activity, pre- and post-test questionnaires were distributed in order to assess the participants' understanding and knowledge. Community service activities have a significant effect on participants' comprehension when composing research paper draughts, as demonstrated by the findings. 67% of the participants who took the post-test indicated that they comprehended the preparation of research manuscripts based on the results of the data analysis. 33% of the remaining respondents indicated that they did not understand.
PENERAPAN METODE BERNYANYI DALAM PEMBELAJARAN BAHASA DAN MATEMATIKA DI TKIT AR-RAHMAN

Learning is a series of events designed in such a way as to influence and support the learning process of students. Learning must certainly be designed to be an interesting learning and in great demand by students. To realize this, a learning method that is in accordance with the target of students is needed, especially for children. They need special educational units especially in their knowledge of language and mathematics to meet the needs of their growth and development. Children usually have more fun when singing because it can make them more excited and more motivated. Therefore, it is necessary to conduct research using classroom actions to prove that this singing method is very effective for learning in children. Research using class actions certainly has several stages including planning, implementation and assessment. After an assessment of the effectiveness of this singing method, it is proven that this method can make children become more motivated and have a strong memory. Not only that, children also become more active in the learning process.
Technology-Based Administration Management in Supporting Teachers’ Careers at MA Miftahul Qulub Polagan Pamekasan

Administration management is very important for educational institutions because the administration is useful for data management in achieving a goal. This research originated from the researcher's interest in knowing technology-based administration in supporting teachers’ careers. This study aims 1) to know the planning of technology-based administrative management in supporting teachers’ careers at MA Miftahul Qulub Polagan Pamekasan. 2) to know the use of technology-based administration in supporting teachers’ careers at MA Miftahul Qulub Polagan Pamekasan. 3) to know the advantages and disadvantages of administration management in supporting teachers’ careers at MA Miftahul Qulub Polagan Pamekasan. To achieve the above objectives, this study uses a qualitative approach with a type of descriptive research. In data collection, this study used observation (non-participants), interviews (semi-structured) to the parties concerned and documentation. As for data analysis, researcher carrie out three stages, namely by reducing the data then displaying the data in the form of a brief description and drawing conclusions.
Swami Vivekananda's Enduring Legacy: Inspiring Education, Global Unity, and Social Transformation

Swami Vivekananda, a prominent Indian Hindu monk and philosopher, made significant contributions to education, spiritual understanding, and the global promotion of Indian philosophies. His emphasis on the essential unity of all religions and cultures promotes tolerance, respect, and a global perspective. His call for active learning, critical thinking, and the application of practical knowledge aligns with modern educational needs. His vision of education as a tool for social transformation and the importance of individuality and freedom in the learning process resonate with contemporary discussions on holistic development. The Ramakrishna Mission, established based on his principles, continues to impact society by providing education, healthcare, and humanitarian aid. Swami Vivekananda's teachings, rooted in spirituality and compassion, offer a timeless guide for individuals seeking personal growth and striving to make a positive difference in the world, making his philosophy a source of inspiration and guidance for humanity at large. His legacy continues to inspire people from diverse backgrounds to explore the depths of Vedanta, engage in social service, and contribute positively to a harmonious world.
Recent Developments in Forensic Accounting and the Need of Ongoing Research &amp; Innovation for Fraud-Detection

In this article, we delve into the up-and-coming developments in forensic accounting concerning fraud investigation and prevention. Specifically, we investigate the influence of data analytics, cyber forensic accounting, and the effects of crypto-currencies on this field. Each trend is thoroughly examined, discussing its practical implementation, advantages, drawbacks, and ethical implications. Finally, the article underscores the importance of ongoing research and innovation in effectively combating financial fraud within the continuously evolving landscape of emerging technologies.
Development of Records Tracking Management System with QR Code

At Surigao del Norte State University, the process of keeping track of records is done manually by writing or logging document descriptions in the physical logbook. When the office staff received and outgoing the document, they need to log it in the physical logbook. The process relies on a physical logbook to keep track of each document’s movement. The problem here is some of the documents are missing during the process and no one can pinpoint a person since the system is not accurate and reliable. To expedite the implementation process, the researcher opted to utilize the Rapid Application Development (RAD) model for realizing the system. This approach enables the developer to receive ongoing suggestions and feedback while constructing the system, allowing them to make necessary changes to the code as needed. By incorporating this iterative feedback loop, the developer can ensure that the system meets the requirements and expectations of the stakeholders promptly. After implementing the Records Tracking Management System (RTMS) and analyzing the results, the system has performed exceptionally well in fulfilling its purpose of tracking and managing documents. It successfully tracks documents, verifies user authenticity, retrieves files when needed, and keeps a detailed audit trail. The functionalities of the system perfectly align with our organization's goals and effectively cater to the needs of our users. To sum it all up, the evaluators have provided positive feedback, consistently rating the RTMS highly across all quality characteristics. With an average weighted mean of 4.44 out of 5, it is evident that the system has either met or exceeded expectations in terms of functionality, reliability, performance, usability, security, compatibility, maintainability, and portability. These findings provide a strong foundation for designing and developing an efficient and user-friendly Records Tracking Management System that effectively caters to our organization's document management needs.
Cloud Cryptography: A Glance at Its Development

The use of encryption methods to safeguard data that is processed or stored in the cloud is known as cloud cryptography. As it helps to prevent unauthorised access, disclosure, modification, or destruction of data, it is a crucial security mechanism for cloud computing. The field of cloud cryptography is complicated and developing. It's critical to stay current with the most recent cryptographic methods and protocols as new threats and weaknesses appear Cloud security includes cloud cryptography, which is crucial. Organisations can safeguard their data from unauthorised access, modification, and destruction by utilising encryption techniques.
Authentication of Medical Documentation with Privacy Protection and Sharing in Cloud

There is a growing need for better medical care as a result of the adoption of clever electronic gadgets and the development of cloud and cloudlet technologies. Data collection, storage, and dissemination are the three main steps in the medical data processing chain. The traditional healthcare system frequently requires the transfer of medical data to the cloud, resulting in the use of sensitive user data and communication energy. The exchange of medical information is a crucial and difficult problem. In this study, we suggest a brand-new human services framework that makes use of cloud let's flexibility. Security assurance, information sharing, and intrusion detection are among the components of cloudlets. We apply the Number Theory Research Unit (NTRU) technique to encrypt the user's bodily data gathered by wearable devices during the data gathering phase. This information is then efficiently transferred to nearby cloudlets. We also present a trust model to help users choose reliable partners that want to share cloudlet-stored data.
Novel Geometric Series for Application of Cryptography

This paper presents a novel geometric series along with theorems. These theorems and its results can be used as an application in computing and cryptography to develop algorithms like RSA algorithm and Elliptic Curve Cryptography.
Cracking the Code: Self-Explaining AI Models for Transparent Decision Making in Complex Algorithms.

This research paper explores self-explaining AI models that bridge the gap between complex black-box algorithms and human interpretability. The study focuses on techniques like LIME, SHAP, attention mechanisms, and rule-based systems to create locally interpretable models. By providing transparent and understandable explanations for AI predictions, these models enhance user trust and comprehension. Real-world applications in healthcare, finance, and autonomous systems are evaluated to demonstrate the effectiveness of self-explaining AI models. Ethical considerations regarding fairness, bias, and accountability in AI decision-making are also addressed. The findings underscore the potential of such models to unlock the mysteries of complex algorithms, making AI more accessible and interpretable for diverse applications.
The Impact of Online Education in Bangladesh- A Case Study During Covid 19

Educational Data mining is a conspicuous research area that helps to develop an educational context. The primary purpose of this work is to find out the factors or attributes for finding out the impact of online education on school-level students in Bangladesh. To prepare the attributes, help was taken from some of the renowned persons of the English Medium and Bangla medium Schools in Bangladesh, such as the principal, vice-principal, coordinator, teacher, human resources manager, parents, and students. A set of questionnaires with 20 different questions were prepared. Google Forms collects data from students to identify the relevant attributes. This study reveals the main factors of online education in Bangladesh for school-level students. This study finds the strengths and weaknesses of online education for students. It refers to the idea of overcoming the disadvantages of online education. In the future, this study will help to implement a better online education system for school students in Bangladesh
ASISO: A Robust and Stable Data Synthesis Method to Optimize Samples

Most existing data synthesis methods are designed to tackle problems such as dataset imbalance, data anonymization and insufficient sample size. There is a lack of effective synthesis methods for the limited number of datasets which contain a large of features and unknown noise to expand the size of the dataset. We propose a data synthesis method, named Adaptive Subspace Interpolation for Sample Optimization (ASISO). The idea is to divide the original feature space into several subspaces with an equal number of samples, and then perform interpolation for the samples in the adjacent subspaces. This method can adaptively adjust the size of the dataset containing unknown noise, and the expanded data typically contain minimal error with actual. Moreover, it adjusts the structure of the samples, which can significantly reduce the proportion of samples with large errors. In addition, the hyperparameters of this method have an intuitive explanation and usually require little calibration. Experimental results on artificial data and benchmark data sets demonstrate that ASISO is a robust and stable method to optimize samples.