Reviewerly/exHarmony huggingface dataset:
Simulation of computer image recognition technology based on image feature extraction

Abstract Humans have the ability to quickly identify their own environment, understand, judge and analyze it, which is one of the important reasons why human beings can survive in nature for a long time and gradually develop it into a prosperous society today. The key to human's ability to perceive and understand the environment lies in the ability to accurately find and identify objects, understand and describe visual scenes, and even express emotions on this basis. And if computers can realize automatic and accurate image recognition, and even understand the semantics of images correctly, it will surely improve and facilitate human life. One of the research hotspots in this field is the human visual system, so one of the important research directions of new science and technology is image recognition. In this context, this paper completes the design and improvement of the computer image recognition system. The core technology of the system is to improve the image algorithm, which can complete the training, testing and classification of target images. The experimental data is available. Choosing this algorithm to improve the learning and training of the data generated by the original image processing is more effective than directly training the original image.
Breast cancer detection: an effective comparison of different machine learning algorithms on the Wisconsin dataset

According to the American cancer society, breast cancer is one of the leading causes of women's mortality worldwide. Early identification and treatment are the most effective approaches to halt the spread of this cancer. The objective of this article is to give a comparison of eight machine learning algorithms, including logistic regression (LR), random forest (RF), K-nearest neighbors (KNN), decision tree (DT), ada boost (AB), support vector machine (SVM), gradient boosting (GB), and Gaussian Naive Bayes (GNB) for breast cancer detection. The breast cancer Wisconsin (diagnostic) dataset is being utilized to validate the findings of this study. The comparison was made using the following performance metrics: accuracy, sensitivity, false omission rate, specificity, false discovery rate and area under curve. The LR method achieved a maximum accuracy of 99.12% among all eight algorithms and was compared to other comparable studies in the literature. The five features chosen are used to calculate the model's fidelity-to-interpretability ratio (FIR), which indicates how much interpretability was sacrificed for performance. The uniqueness of this work is the explainability approach taken in the model's performance, which aims to make the model's outputs more understandable and interpretable to healthcare experts.
Causes of Cheating in Exams and Its Treatment

&#x0D; &#x0D; &#x0D; &#x0D; ABSTRACT&#x0D; &#x0D; This is a discussion of a dangerous disease that spreads among our students, until they thought it permissible, and some even thought it was a delegate , this disease is cheating in exams, so I explained in this research, after its definition, that its ruling is prohibition, then I touched on the reasons why students cheat in order to avoid them. After that, I spoke about the effects of cheating, whether its effects on the students themselves or the community. Then, after all, I summarized the most important educational preventive treatments that should be taken into account in order to stop the spread of this disease among our students, and in order to graduate a conscious generation that can advance our society forward.&#x0D; &#x0D; &#x0D; &#x0D;
Pengembangan Sistem Deteksi Kemiripian TA Berbasis Algoritma Rabin Karp &amp; Levensthein Naskah Skripsi Mahasiswa JTIK

This research is a software development research that aims to create a reading detection system for student thesis in the Department of Informatics and Computer Engineering, Makassar State University using the PHP programming language with the Laravel Framework. The technique used to retrieve data from the web is using CURL from PHP. This study uses a prototype development model with stages: requirements gathering, rapid design, prototype evaluation by users, large-scale design, testing, and system implementation. Data was collected using documentation, observation and questionnaire techniques. The system is validated by two system experts. Data analysis used descriptive statistical analysis techniques. Based on the research results, a system was produced that could be used to check the correctness of documents properly. Based on the test results using the ISO 25010 quality standard, the plagiarism system has met the standards where: (a) The functionality aspect has a value of 1 (Very Good) (b) The performance aspect obtained a performance value of 83.71% (Grade B) and time response 2.2 seconds (Accepted); (c) The portability aspect obtains a portability score of 1 (Very Decent); (d) the usability aspect obtained a usability level of 86.27% (Very Good); (e) The Reliability aspect obtains a proportion per test value of 100%, this indicates that the system being developed has high reliability; (f) Compatibility Aspect This characteristic measures the extent to which a product, system or other component; and (g) Security aspect, the acquisition of test scores from the immune scanner shows that the system security level is at level C so that it can be concluded that the security level of this system is in the Good category. Based on the research results of the TA reasoning selection system based on the Rabin-Karp &amp; Levensthein thesis script of JTIK students after being validated and tested using the ISO 25010 standard, it can be concluded that all aspects tested have met software quality standards. The results of this test have shown the quality assurance of the product being developed so that it can be stated that this system is feasible to use.
Sistem Informasi Persuratan Berbasis Website Studi Kasus di SMAN 1 Dramaga

Letters are an important means of communication in every institution, including at SMAN 1 Dramaga. Unfortunately, letter management at the school is still done manually. Therefore, a web-based letter management information system was designed to help manage and process letter data efficiently and organized. The letter information system can accelerate the letter management process and avoid damage to letters that are stored for too long. A Letter Information System is required to improve letter management performance with timely letter issuance. The system development method used is the SDLC (System Development Life Cycle) method. Data collection methods include observation, interviews, and heritage studies. With a web-based information system, it can improve and facilitate letter management performance, timely letter issuance, and avoid damage to letters that are stored for too long. The result makes it easy to store letters centrally in a database that can be accessed again.&#x0D;
Temperature Monitoring System on Distribution Transformer with Web Thermal Camera

&lt;p&gt;&lt;em&gt;Temperature monitoring using a thermal camera is one type of light inspection that is used as an indicator of the health of a transformer. The system can detect the temperature of a transformer without having to stick directly to the surface of the transformer. The results of temperature measurements from the sensor are displayed in the form of images that can be displayed on a web. In this final project, a transformer temperature monitoring system is made that continues to work in real time to measure the temperature of the transformer. This is because changes in the temperature of the transformer can occur at any time. With this system, workers are expected to always monitor the condition of the transformer without having to make onsite visits. In this final project, ESP32 is used as a microcontroller and MLX90641 thermal camera. The use of a thermal camera in this system is caused by several advantages, namely the thermal camera can take the temperature of all parts of the transformer captured on the camera. In addition, the thermal camera has a range of up to seven meters. In this system, the temperature capture is set at the hottest point of all visible camera pixels. This system is also equipped with a notification system that will work when the temperature of the hamster transformer exceeds 60&lt;/em&gt;&lt;em&gt;℃&lt;/em&gt;&lt;em&gt;. The normal temperature threshold of the distribution transformer is 30&lt;/em&gt;&lt;em&gt;℃&lt;/em&gt;&lt;em&gt;-80&lt;/em&gt;&lt;em&gt;℃&lt;/em&gt;&lt;em&gt;. Or the maximum increase in one day of 40&lt;/em&gt;&lt;em&gt;℃&lt;/em&gt;&lt;em&gt; &lt;/em&gt;&lt;em&gt;from the initial temperature. The temperature of the transformer's hottest point will trigger a notification display in a web. So that after receiving a notification the officer can immediately know the temperature of the transformer and immediately take action. From the results of experiments that have been carried out, it is known that the results of measuring the temperature value of the thermometer and sensor have an accuracy rate of 98.8%. In addition, the system also works well, this is indicated by the color difference that occurs when the transformer temperature is in normal and hot conditions. So that from the image displayed, the officer can already know that the measured transformer is in normal or overheated conditions.&lt;/em&gt;&lt;/p&gt;
Hints of Multi-fold Dark Matter Effects in the Universe

In a multi-fold universe, gravity emerges from Entanglement through the multi-fold mechanisms. As a result, gravity-like effects appear in-between entangled particles, whether they be real or virtual. Long range, massless gravity results from entanglement of massless virtual particles. Entanglement of massive virtual particles leads to massive gravity contributions at very smalls scales. Multi-folds mechanisms also result into a spacetime that is discrete, with a random walk fractal structure and non-commutative geometry that is Lorentz invariant, and where spacetime nodes and particles can be modeled with microscopic black holes. All these recover General Relativity (GR) at large scales and semi-classical models remain valid till smaller scale than usually expected. Gravity can therefore be added to the Standard Model resulting into what we define as SMG. This can contribute to resolving several open issues with the Standard Model without New Physics other than gravity, i.e. no new particles or forces, or with the standard cosmological model (ΛCDM) in terms of dark matter and dark energy. These considerations hint at an even stronger relationship between gravity and the Standard Model. Multi-folds can be encountered in GR at Plank scales, in spacetime quantization starting from the Hilbert Einstein action, and in the equivalence principle of suitable quantum reference frames in relational quantum physics. Conversely, GR and Quantum physics, including path integrals, the Born rule, and wave functions, can be recovered through different paths from multi-fold spacetime reconstruction and the W-type multi-fold hypothesis. In a multi-fold universe, GR and Quantum Physics are not incompatible, they are just different facets of multi-fold mechanisms, something that neither theory can well model.Several multi-fold papers have emphasized how multi-fold dark matter effects qualitatively fit recent observations, especially when it comes to the recent observations of galaxies without dark matter. In the present paper, we show that the excess of disk galaxies observed versus simulations, and the hints of dark matter halos “expanding” with time, are fully consistent multi-fold dark matter mechanisms. Considering the recent theoretical encounters of multifold mechanisms with GR at Planck scales, this is very important as multi-fold dark matter effects contributions would be a best candidate to validate the link between quantum entanglement and gravity fluctuations due to multi-fold, and therefore confirm the E/G Conjecture as factual in our real universe.
PENGEMBANGAN E-MODUL MATA KULIAH MOTOR BAKAR DENGAN METODE 4-D DI PRODI PENDIDKAN TEKNIK MESIN UNIVERSITAS SEBELAS MARET

&lt;p class="StyleAuthorBold"&gt;The development of science and technology is currently very developed with a lot of development in various fields, one of which is in the field of education, with the development of science in the world of education making it easier for all sectors in education, especially in the educational process, making it easier for students or students to learn and making it easier for educators to harden learning to be more enjoyable. This research has the objective, namely: to develop teaching materials in the combustion motor course that are adjusted to meet the needs and characteristics of students. The research method used in this research is teaching material research using the 4d development model adopted from Thiagarajan, et al (1974) which consists of 4 stages, namely define, design, develope and disseminate or can also be interpreted with 4p as follows: pendefinisian, perancangan, pengembangan, dan penyebaran. The data collection technique in this study uses a validation method consisting of questionnaire validation and expert validation (material expert validation, media expert validation, and linguist validation), This research also uses the focus group discussion method with various experts in their fields.Based on the results of the research obtained in the research on the development of the e-module of the combustion motor course, it shows that the results of expert validation carried out get decent Sanagat results with validation results from several aspects, namely: material expert validation shows the average result of the assessment with a percentage result of 90% (very feasible), expert validation shows the average result of the assessment with a percentage result of 97% (very feasible), linguist validation shows the average result of the assessment with a percentage result of 90% (very feasible) From the various validations carried out also received criticism / suggestions / input from various experts who assessed the improvement of the e-module. The results obtained from the focus group discussion conducted with experts in the field of automation produced several points of view on the electronic module of this combustion motor in the form of advantages and disadvantages so that improvements must still be made to the module, so that this electronic module of the combustion motor is carried out in a limited distribution in the Mechanical Engineering Education Study Program, Sebelas Maret University, Surakarta.&lt;em&gt;&lt;/em&gt;&lt;/p&gt;
Legitimation of digitalisation in education. A case study of vocational student teachers´ lesson plans

In 2018, the curricula and subject syllabi in Sweden were revised, the aim being to increase the digital competence of pupils. This article presents a study of how vocational student teachers at uppersecondary school legitimise the use of digital tools in their lesson planning as a means to support the learning of pupils. This provides knowledge of what vocational student teachers view as central to their teaching. Using Theo van Leeuwen's legitimation analysis, the lesson plans of 25 vocational student teachers, as well as eight ethnographic interviews, were analysed. In legitimation, the vocational student teacher argues using references or actions that need to be performed, or not performed. The task of the argument is to justify language or actions so that they are acceptable to others. Legitimation also makes visible the relationships and responsibilities between different parties. The results show that vocational student teachers legitimise their choices to authority. The lesson plans are based on the relationship of vocational student teachers to their own actions in teaching. However, how pupils develop their learning and digital competence is not affected. The digital tools as resources in teaching are legitimised with reference to speed, agility, control, and overview. The use of digital tools links strongly to writing, which affects the educational environment and professional life.
MENINGKATKAN HASIL BELAJAR IPA MELALUI MODEL HANDS ON ACTIVITY PADA MURID KELAS V SD MUHAMMADIYAH 1 BONTOALA MAKASSAR

Science subjects are subjects related to systematic methods for learning about nature. The study of natural phenomena is the focus of the scientific discipline. In an elementary school science class, students learn about close natural knowledge. In previous studies, many students did not understand science lessons with the material "tot disorders in humans". Students had never heard of any muscle abnormalities in humans. after that students ask a lot of what tetanus is and what causes it, educators provide material about muscle disorders in humans and students read every material provided by educators after that they understand better what abnormalities occur in humans. Fifth grade students at SD MUHAMMADIYAH 1 BONTOALA have shown that the use of hands-on activity models can improve science learning outcomes. This is shown in the pre-cycle learning outcomes, namely 38 with the predicate "poor", the first cycle is worth 67 with the predicate "enough", and the second cycle is worth 96 with the predicate "good" with a performance indicator of 70.
ANALYSIS OF MATERIAL LOSS DUE TO FLOOD DISASTER IN THE SUB-DISTRICT OF SILAT HULU, KAPUAS HULU REGENCY

&lt;p&gt;&lt;em&gt;A flood is a frequent disaster during the rainy season and causes many losses, good materials, treasure objects, and casualties. The study aims to know the loss of materials caused by disasters that flood Bandang in the Silat Hulu Sub-district. The method of research used is descriptive quantitative. Collected data is secondary data, including damaged buildings, facilities and infrastructure, and land. The method analysis used is descriptive. The study results show that The Silat Hulu Sub-district experienced twice the floods successively. The first occurred on 18-19 October 2021 and 22-23 October 2021. A total of 11 villages of 14 villages experience a flood. Consequently, the flood and loss of materials, including dozens of house inhabitants of Village Selangkai and Entebi, were damaged, collapsed, and swept away. A total of 1,813 families were evacuated, and the total loss consequence flood around Rp. 20,000,000.00-30,000,000.00.&lt;/em&gt;&lt;/p&gt;
Software security models and frameworks: an overview and current trends

The continued dependence on information technology applications has led to the adoption of electronic channels and software applications to support businesses, online transactions and communications. In this perspective, both functional and non-functional requirements are critical for the provision of necessary needs at the early phases of the software development process. This is specifically important in the requirement phase of the software development process. Software security is increasingly becoming a necessity concern in this environment. Unfortunately, security concepts such as access control requirements are mostly considered after the functional requirement definition stage. In addition, majority of the developers and organizations regard security as an activity that can be incorporated after the development of a system. This leads to flaws and security defects in the access control mechanism. Therefore, software security issues must be given higher priority in the early stages of the development process. The aim of this paper is to offer a survey of the software security techniques, frameworks and models that have been developed to deal with these issues. The results obtained indicate that software vulnerabilities have made it possible for attackers to exploit them to cause havoc in computerized systems and has become one of the most critical risks facing modern corporate networks. Since most of these vulnerabilities involve exploitable weaknesses introduced through badly written code, the cyber security community has tried to come up with techniques to enhance software products.
Elementary School Students’ Learning Motivation in Gemiring Lor Village during Online Learning

This study aims to determine elementary school students’ learning motivation in Gemiring Lor Village during online learning. This study used a qualitative descriptive approach. Informants who were the primary data sources were elementary school students and elementary school teachers in Gemiring Lor Village, Nalumsari District, Jepara Regency. Data were obtained through the process of observation, interviews, documentation, and recording. The validity test employed source triangulation techniques, and data analysis techniques were in the form of data reduction, data presentation, and data conclusion or verification. This study’s findings showed a difference in motivation between one and another student. The students’ motivation level was influenced by environmental factors, such as parents, family, and playmates. Besides, the Gemiring Lor Village teachers had a strategic role in motivating students during the online learning process. This study suggests a particular strategy from the school, teachers, parents, and the student environment to stabilize and increase their motivation.
Analizing The English Teacher Talk In Efl Classroom Interaction

The study used qualitative research design. The purpose of this study was to identify and explore information about teachers' conversation in classroom interaction at SMAN 1 Banuhampu. The key informant of this research is the 11th grade English teacher at SMAN 1 Banuhampu. Furthermore, the supporting informants are the 11th grade students of SMAN 1 Banuhampu. To collect data, observation and interview were used. Based on the findings, the research questions are answered. First, what are the formal features of teachers' speech? The formal features of teachers' speech in class 11 of SMAN 1 Banuhampu are that teachers have slow speaking speed, long pauses, frequent pauses, exaggerated pronunciation, simplified pronunciation, basic vocabulary, slow level of subordination, declarative statements that are often repeated, and often independent. Furthermore, the functional features of teacher speaking in class 11 of SMAN 1 Banuhampu are that the teacher speaks the most in class I, the teacher uses teacher speech in asking questions, and the teacher also uses teacher speech in giving feedback.
BASICS: A Multi-Blockchain Approach for Securing VM Migration in Joint-Cloud Systems

Virtual Machine (VM) migration presents several advantages for both cloud operators and cloud users. The benefits of VM migration are amplified in the context of Joint-clouds, in which multiple clouds owned by distinct operators exchange VMs. However, inter-cloud VM migrations might require the usage of the Internet, which creates the possibility of external threats and therefore, a risk to the VMs' integrity. Thus, we propose a novel approach to secure VM migration for Joint-clouds. We consider both local migration and inter-cloud migration. Our solution is based on a multi-blockchain system, in which each cloud provider participates in the maintenance of a consortium blockchain to store relevant information about the migrations. In addition, each cloud operator might choose to keep a local blockchain to secure its local VM migrations. Therefore, inter-blockchain communication plays an important role in our work.