Reviewerly/exHarmony huggingface dataset:
Research on Breast Cancer Classification and Prediction Model Based on Principal Component Analysis and Machine Learning

In recent years, breast cancer has become one of the biggest threats to women's health, accounting for the majority of cancer deaths among women. Because early treatment of breast cancer has a great effect on the recovery of breast cancer, the diagnosis of breast cancer is particularly important. Machine learning, as the most popular method, is also used for model construction in this field. This study is based on data from breast tumors, which contain 10 morphological features of breast tumor nucleus. In this study, homogenization, standardization and feature selection were used to process the data and KNN algorithm was used to construct the classification prediction model, with principal component analysis (PCA) used to optimize the model. Finally, the original 30 variables were reduced to 3 variables and the model parameters were adjusted in order to achieve the best model with the accuracy of 98.54%. The final model achieves the highest operating efficiency and accuracy. In this study, through the visualization of PCA and the comparison of different models, the classification effect of the final model can be the best. This model can be applied to the clinical diagnosis of breast cancer patients, which is helpful to the early treatment efficiency and greatly reduce the mortality of breast cancer patients
Application of Mufrodat Quiz Game Media to Improve Vocabulary Mastery of Grade VIII Students of the Medan IRA College Foundation

This study's objective is to provide students with solutions to problems that must be addressed when learning Arabic, namely: 1) When learning Arabic, why do students at MTs Class VIII IRA Medan College Foundation experience boredom and sleepiness? is going on? 2) When learning Arabic, how do students at MTs Class VIII IRA Medan College Foundation feel engaged and happy? 3) Is it possible for the Application of Mufrodat (Vocabulary) Quiz Game Media to engage students and enhance their Arabic vocabulary mastery? Therefore, the researcher intends to use the Mufrodat (Vocabulary) Media Quiz Game to increase students' active participation in Arabic learning and mastery of mufrodat (vocabulary). Classroom Action Research, or CAR, is the method that researchers employ. Students in Class VIII as research subjects. Observation and practice questions were used for data collection. Descriptive qualitative and quantitative data analysis was used. This study was carried out in two stages by researchers, and each stage required two meetings. The first meeting took place on January 19, 2023, and the second meeting took place on January 20. The researcher used the mufrodat quiz game media on class VIII students in stage I (meetings I and 2), and the results showed an increase in learning activity and student learning values. This is demonstrated by the number of students who increased their KKM scores at the first meeting, which was six students, and by the number of students who completed the KKM scores of the 21 students who participated in the practice questions, which did not meet the specified Minimum Completeness Criteria. i.e. 85 percent and must be increased. The researcher carried out phase II to address the flaws discovered in stage I. At this stage, the research was also carried out in two meetings, on February 9 and February 10, 2023. Meetings I and 2 demonstrated a significant rise in stage II. This is demonstrated by the fact that the number of students who achieved the KKM score increased from 10 students in the first stage to 14 students in stage II of the first meeting. In the second meeting, the number of students who achieved individual completeness scores or the minimum completeness of 21 students who participated in the practice questions increased to 18 students. In other words, the mufrodat mastery (vocabulary) results have improved as a result of using the mufrodat quiz game media because they met the study's Minimum Mastery Criteria..&#x0D; Keywords: Media Quiz Game Mufrodat; Penguasaan Mufrodat (Kosakata); Peserta Didik
MEASURES TO IMPROVE THE LEARNING QUALITY OF BASKETBALL SUBJECT FOR NON-SPECIALIZED STUDENTS AT BAC NINH SPORTS UNIVERSITY OF VIETNAM UNDER THE CREDIT-BASED TRAINING SYSTEM

In using conventional scientific research methods in the field of physical training and sports, we selected and built the content of 04 measures to improve the quality of teaching Basketball subject for non-specialized students of Bac Ninh Sport University of Viet Nam under the credit-based training system, at the same time test the theory on the feasibility of measures by an expert method. The result showed that the selected and built measures were feasible and could be applied in practice to improve the quality of teaching Basketball subject for non-specialized students at Bac Ninh Sport University of Viet Nam under the credit-based training system.&lt;p&gt; &lt;/p&gt;&lt;p&gt;&lt;strong&gt; Article visualizations:&lt;/strong&gt;&lt;/p&gt;&lt;p&gt;&lt;img src="/-counters-/soc/0022/a.php" alt="Hit counter" /&gt;&lt;/p&gt;
Philosophical aspects of application of information and communication technologies in contemporary continuous education of adults

The widespread use of Information and Communication Technologies (ICTs) in education has raised a number of philosophical questions regarding their role, impact and ethical implications. As technology becomes more integrated into our lives, it is increasingly important to understand the philosophical underpinnings that shape our relationship with it. In the field of education, the use of ICTs has the potential to transform teaching and learning, but also raises concerns about issues such as access, equity, privacy, and control. Philosophical inquiry into the use of ICTs in education can help to illuminate the values and assumptions that underpin different approaches, and can provide a critical lens for evaluating the benefits and drawbacks of different technological interventions. This essay will explore some of the key philosophical questions surrounding the use of ICTs in education, and will consider the implications of different philosophical approaches for the design and implementation of educational technology.
Challenges of experimental research in education

To modernize the national system of education, to enhance teachers’ excellence or even to change the direction of professional teaching activity, it is important to upgrade pedagogical science and provide its practical orientation. In this regard, there is a necessity to look differently at the role and methods of experimental research in education.&#x0D; Accordingly, modern educator must fulfill the requirements of modern society; he/she be creative and learned, be able to analyze the experience and see prospects that means to be a researcher.&#x0D; The existing views on experimental research are developed under conditions of functioning of stable or standard programme in the unified state school. But currently, institutional diversity and a wide range of teaching methods can be considered the most significant features of educational system.&#x0D; These features suggest that pedagogical staff at the institution can design and implement their own educational technologies. Consequently, we observe a sharp increase in number of teaching approaches and methods within the educational process that leads to the explosive growth of pedagogical phenomena.
On-Site Earthquake Early Warning System as an Alternative Earthquake Mitigation Solution in Indonesia

The Banten earthquake, which had a magnitude of 6.6 on January 14, 2022, damaged 3,078 houses. That&lt;br /&gt;number consisted of 395 heavily damaged units, 692 moderately damaged units and 1,991 lightly damaged units&lt;br /&gt;(Tempo.co, 2022). The Banten earthquake was a strong earthquake where the magnitude was greater than a scale of&lt;br /&gt;5. Damage to houses caused by the earthquake occurred in most single-story houses or low-rise buildings. Given the&lt;br /&gt;large number of one-story houses that are damaged every time a major earthquake occurs in Indonesia, there needs to&lt;br /&gt;be appropriate mitigation measures to reduce the risk of earthquake disasters, especially for human casualties. An&lt;br /&gt;On-site Earthquake Early Warning System (On-site EEWS) can be an alternative in reducing victims of the disaster.&lt;br /&gt;This earthquake early warning system has sensors that are installed on the site of building houses and can predict&lt;br /&gt;strong earthquake waves that are destructive in nature (S/Secondary Waves) through P/Primary Waves that arrive&lt;br /&gt;early in about 10-20 seconds. This time is sufficient for evacuation for the occupants of a one-story house if the early&lt;br /&gt;warning alarm is properly responded to. This early warning radius can reach 20 km from the on-site EEWS location&lt;br /&gt;considering that this area has relatively the same vibration effect. Currently, Indonesia through the BMKG is&lt;br /&gt;developing EEWS as a part of the existing earthquake mitigation system. The purpose of this study is to describe the&lt;br /&gt;application of an on-site earthquake early warning system as an alternative solution for earthquake mitigation in&lt;br /&gt;Indonesia. This study evaluates several EEWS applications in the literature to find the best alternative to be applied&lt;br /&gt;in Indonesia. The critical factors for on-site implementation of the EEWS discussed in this paper are compared with&lt;br /&gt;the Taiwan regional EEWS. Based on the existing validation, the on-site EEWS has an 80% accuracy rate in&lt;br /&gt;predicting the intensity level of a strong earthquake, capable to automatically send an alarm message within 3&lt;br /&gt;seconds and providing a warning time of at least 8 seconds before a destructive peak S wave arrives.
Evaluation on Merauke Drainage System in Overcoming Flood-Prone Areas

Merauke city suffers flooding in almost every rainy season, which endangers the environment and disturbs&lt;br /&gt;people's activities. One of the worst floods happened in 2019, where flooding damaged vegetables and crops, impacted&lt;br /&gt;the city's economy, and later caused economic inflation. Therefore, a study evaluating the drainage system in Merauke&lt;br /&gt;city is needed to overcome this issue. This study was conducted through a field survey and literature study with data&lt;br /&gt;that varies from hydrological, elevation, and hydraulics data. Hydrological data includes yearly rainfall data, and&lt;br /&gt;hydraulics data consists of the drainage network and designs. This evaluation will then result in the normalization of a&lt;br /&gt;drainage system. This study found that the capacity of the current drainage system is 10.815 m3/s, where this drainage&lt;br /&gt;capacity cannot accommodate the amount of flood discharge plan. Also, the existing drainage system is missing a&lt;br /&gt;component that was not built in the first place, affecting the drainage's capacity. Therefore, a normalization of the&lt;br /&gt;drainage system is needed to avoid flooding.
A Study of Vulnerability Scanners for Detecting SQL Injection and XSS Attack in Websites

In the modern world, the internet makes our lives easier. Making use of online services like social media, online banking, and online shopping can provide information while also saving time and resources. As the user's information is then accessible on the website, maintaining its security is essential. To determine whether a site is susceptible or not, utilize a website vulnerability scanner. A web attack can happen very quickly if the website is weak. Due to this, data theft is possible. The paper aims to identify the website's weaknesses and vulnerabilities and make improvements. If a website is vulnerable, attacks can be carried out quickly. It allows for data theft. This paper's objective is to discover the website's vulnerabilities and sources of vulnerability so that they can be fixed. If the web app is weak, an attacker could exploit the website by sending in malicious code from the client side. To resolve these problems, the paper outlines potential modern best practices. Also, it is beneficial for web security researchers.
Neotectonic and topographic evolution of the Bitlis-Zagros Fold-Thrust Belt, SE Turkey

The Bitlis-Zagros Fold-Thrust Belt is one of the world's largest deformation zones, extending from the Eastern Mediterranean in southern Turkey to in the south of Iran.This deformation zone is partitioned between different structures; however, little is known about the relative activities of these different structures and their effects on topography.An area located in the northern part of Bitlis-Zagros Fold-Thrust Belt, just south of the Eastern Anatolian Plateau was studied in detail to analyze the effect of active tectonism on topographic development.The effects of active deformation structures such as Hakkâri and Şirvan Fault Segments on the topographic evolution of Kato Folds and Sinebel Valley were investigated to understand the fold and thrust fault activity.Geomorphic indices were used, such as HC, HI, SR, Ksn together with rose analysis based on bedding measurements.Investigation of folding in the region indicates the effective stress regime in the precollision zone was in NW-SE compression direction.The deformation structures, effective in the postcollision zone developed due to N-S directional compression, and are shown here to have different effects on topography of the region.This study has shown the relative uplift rate is highest in the areas where Hakkâri and Şirvan Segments are pure thrust faults (0.4 mm year -1 ), and lower in the transfer zone (0.2 to 0.4 mm year -1 ) between the segments.As a result of this study, it is concluded that the main deformation structures controlling the topography in the region are not only thrust faults, but also structures that develop in the area of transfer zone.
Load Balancing on Cloud Using Genetic Algorithms

With the growth of technologies like cloud computing, the dissent of ‘Single-Process-Single-Server’ for handling server traffic is open to question. Parallel server requests every millisecond would frequently swamp a single server. To handle this scenario, many models and algorithms have been suggested in the literature. However, our approach is a novice and concentrates on the selection of the best breed of processes to balance load. Genetic Algorithms have been used in almost all fields of engineering and sciences. The intent of this paper is to apply a genetic algorithm on a set of processes on the server to manage load balancing on the server. Genetic Algorithms have given results with near-optimum solutions. Hence, there is a desideratum to develop better techniques of load balancing. This paper focuses on ameliorating the task of load balancing on cloud servers using genetic algorithms. In this paper, we have optimized the set of processes using Genetic Algorithm to get a better breed of processes before deploying them on a cloud platform. This improves the overall quality of the applications deployed on the cloud.
FACILITY LAYOUT REDESIGN WITH SERVICE QUALITY AND 5S METHOD AT AHDA FARMA DRUG STORE IN ERA OF THE COVID-19 PANDEMIC

Ahda Farma Drug Store is a health service facility to meet the needs of the community regarding the importance of drugs and medical devices. To create an atmosphere and improve the quality of service, this research was carried out by redesigning the layout of drug store facilities. This study aims to identify the quality of service and redesign the layout of the facilities at the Ahda Farma Drug Store. The method used in this research is service quality and 5S (seiri, seiton, seiso, seiketsu and shitsuke). The results of the descriptive analysis identified problems in nine variables. Among other things tangible (physical evidence) pharmacies have enough seats, employees wear identification, a large parking area. Empathy (empathy) employees are attentive by asking customer needs, employees are polite and friendly. Reliability (reliability) of drug delivery services.Responsiveness (responsiveness) employees have good communication, pharmacies do not provide employees at certain times. Assurance (guarantee) pharmacies provide returns if the goods purchased are wrong. The results of the analysis using the 5S method (Seiri, Seiton, Seiso, Seiketsu, Shitsuke) are designed for prescription reception rooms, prescription and compounding service rooms, drug delivery rooms, counseling rooms, storage rooms for drug preparations, medical devices, and medical consumables,and archive space.
haptics of illusion. An account of touch across theories, technologies and museums

Touch represents one of the latest and most complex frontiers of virtuality: a sense which historically seems to have carried the burden of proof on reality, by definition resistant to illusory environments. The paper begins from this assumption to trace a history of illusion across authors and theorists that have debated the statute of haptics, building a dialogue between philosophical dilemmas and technological developments. Moving both from an aesthetic and psychophysiological viewpoint, the article will root its analysis in an historical-artistic account, augmenting the discussion with a series of case studies from the museum sector. The introduction of haptic technologies within cultural institutions, which dates back to the last three decades, proves an interesting field to test the functions which touch plays in both educational and imaginative scenarios. The open question being whether modern technologies should aim at replicating haptic realism in miming phenomenological accuracy, or whether the most innovative applications need to aspire to a more environmental employment of touch.
READINESS OF A NEW UKRAINIAN SCHOOL TEACHER FOR INNOVATIVE ACTIVITIES

The article analyzes the problem of the readiness of NUS teachers to carry out innovative activities in the process of implementing educational reforms. It is shown that it is the NUS teacher who acts as an agent of changes, as he is the subject of the direct implementation of the guidelines of educational reforms in the pedagogical process. The readiness of NUS teachers for the systematic use and development of innovative pedagogical technologies, that is, for innovative activities at the practical-operational, technological level of the implementation of educational reform tasks, deserves special attention. The readiness of the NUS teacher for innovative activities in general and the application of innovative pedagogical technologies in particular, which is formed at the intersection of the development of the teacher's potential to maximize his creative and professional resource and his own resource of self-actualization as an individual, is considered. It is proven that innovative pedagogical technologies should be considered precisely as an integrated mechanism of simultaneous transformation of the educational process and teachers in the system of the National Academy of Sciences which combines the subject and object subsystems of the innovation process. It is argued that training within the framework of the project of training of teachers of NUS in innovative pedagogical technologies should be considered at the same time as the introduction of innovative approaches to postgraduate pedagogical education, which contribute to the professional development of teachers and educational managers. In particular, for NUS teachers, the technology of developmental learning allows them to effectively prepare for the implementation of several basic directions of innovations of NUS. The technology of gamification and in general the technology of edutainment, i.e. education through entertainment and games, is also promising for the preparation of teachers of the National University for the introduction of innovations in the educational process. Attention should be paid to the pedagogy of partnership, which is approved in the Concept of the National Academy of Sciences as the basic mechanism for the formation of an innovative educational environment.
THE DEVELOPMENT OF AN ALGORITHM FOR TEACHER’S CHOOSING THE NATURE SCIENCE EDUCATION MODEL CURRICULUM

The mechanisms of teacher's choice of a model curriculum for integrated courses in the natural sciences are investigated. Heuristic algorithms for such a choice are proposed. Among them, a chaotic-search method based on the general indexing of the corresponding model program effectiveness forecast is offered, in which the teachers were asked to give a general assessment of the program and describe the rationale for the choice. The same teachers were offered to make a choice based on the so-called criterion-evaluation algorithm of choice. Namely, for the model programs, 12 parameters are proposed, which are subject to expert evaluation by teachers in an бordinal scale with ten gradations. We considered the index calculated as the sum of 12 estimates for the relevant parameters. This index allows further ranking of programs in order of preferences. Thus, an appropriate program бьselection algorithm is formed. The proposed criteria contain both subjective and objective components, so they should include information about the possibility of implementing the appropriate program depending on the level of the educational institution teacher and the material and organizational support professional competence. The article analyzed the dependence of the model educational programs choice on the example of integrated science courses and the «Geography». The statistical analysis of the conjugation tables showed inconsistency in the frequency distributions of course selections depending on the selection algorithm. This means that the criterionevaluation algorithm of choice gives different results in the relation to the chaotic-search algorithm. The question arises whether it is possible to trust the criterion-evaluation algorithm. It is noted that the answer to this question can be obtained only after analyzing the implementation of model programs. Along with the criterion-evaluation algorithm, a binary choice algorithm is proposed, where each of the criteria is evaluated on a 10-point scale, then a pairwise analysis is carried out for all criteria and, based on the statistical criterion of signs, a conclusion is made about the advantages of the program. Obviously, such an algorithm for hosting several programs could not work correctly, so it needs to be improved.
Integrated Control Addressing Circuits for a Surface Code Quantum Computer in Silicon

Quantum computers require a coordinated operation on a large number of quantum bits (qubits), presenting considerable obstacles such as system integration on a large scale, individual qubits control with precision, and significant error correction overhead. Silicon (Si) quantum dot (QD) spin qubits paired with CMOS control circuits promise a scalable solution due to its potential for large-scale integration utilizing well-established semiconductor technologies. This paper proposes a control addressing scheme for QD spin qubits operating on a node network architecture. Compared to the typical 2-dimensional array architecture, this approach considerably lowers the area constraint for control signal routing. Scalable circuits are designed to route the control signals for local and global operations of a surface code quantum error correction through the modular design of tiered switches controlled by demultiplexers. The proposed method is a critical step toward implementing scalable solid-state quantum processors.