Reviewerly/exHarmony huggingface dataset:
Perbandingan Metode Klasifikasi Naïve Bayes Dan Jaringan Saraf Tiruan

Classification is a technique to form a model of data that is already known to its classification group. The model that was formed will be used to classify new object. Naive Bayes is a classification technique for predicting future probability based on past experiences with a strong assumption of independence. Artificial neural network is one of the data mining analysis tools that can be used to create data on classification. Model selection in artifial neural networks requires various factors such as the selection of optimal number of hidden neuron. This research has a goal to compare the level of classification accuracy between the Naive Bayes method and artificial neural network on payment status of the insurance premium. The data used is insurance costumer’s data of PT AJB Bumiputera Samarinda in 2018. The result of the comparison of accuracy calculation from the two analyzes indicate that artificial neural network has a higher level of accuracy than naive Bayes method. Classification accuracy result of Naive Bayes is 82,76% and artificial neural network is 86,21%.
EmoTracker: Emotion Recognition between Distance Learning and Special Educational Needs

The work documents the development of EmoTracker, a software that uses an artificial intelligence algorithm for the recognition of the level of attention and for the recognition of students' emotions during video meetings. The software uses the video stream from the webcam as input and is able to detect the user's age and gender, the level of attention, based on eye movements, and the six Basic Emotions identified in the Basic Emotion Theory. The software is based on the MorphCast Software Development Kit, which combines machine learning and face recognition with analysis of sex, age and emotions to estimate the level of attention of users, without using personal data. Currently, the software is in the testing phase, by the students of the Technologies for Inclusion course at the University of Cassino. As soon as it has reached full reliability and stability, the software will be used in the activities of the CA.SP.I. (Special career for inclusion)
Pengembangan Lembar Kerja Peserta Didik Berbasis Pendekatan Induktif untuk Meningkatkan Keterampilan 4C pada Pokok Bahasan Bangun Ruang Sisi Datar untuk Peserta Didik Kelas VIII MTS Negeri 2 Kendal

The inductive approach is a learning approach by presenting the special circumstances of a case so that it provides opportunities for students to explore their own knowledge. This study aims to develop and determine the validity and feasibility of student worksheets based on an inductive approach to improve 4c skills in class VIII students of MTs N 2 Kendal. This research is research and development using the ADDIE research model. The stages in this research include the analysis stage (analysis), the planning stage (design), the development stage (development), the implementation stage (implementation) and the evaluation stage (evaluation). Data collection techniques in this study used questionnaires, interviews and documentation. The data analysis technique used in this research is qualitative and quantitative data analysis techniques. The results of the development of this study are Student Worksheets based on the inductive approach to improve 4c skills on the subject of the flat side room of class VIII which is said to be feasible and valid for use, this can be seen from the following factors, (1) the material expert showed a mean score of 3.2 including the valid category; (2) the validation results obtained from the teaching practitioner showed a mean score of 3.35, including the valid category; (3) the validation results obtained from the students' responses showed a mean score of 3.7, including the very feasible category.
인지기능에 비만 역설은 존재하는가?: 고령화연구패널자료(2006-2016)를 이용하여

Background: There have been many studies on the associations between body mass index (BMI) and cognitive function. However, no study has ever compared the associations across the methods of categorizing BMI. In this study, we aimed to fill the gap in the previous studies and examine whether the obesity paradox is valid in the risk of cognitive function.Methods: Of the 10,254 people aged 45 and older from the Korean Longitudinal Study of Ageing from 2006 to 2016, 8,970 people were finalized as the study population. The dependent variable was whether a person has a normal cognitive function or not, and the independent variables of interest were BMI categorized by the World Health Organization Western Pacific Regional Office (WHO-WPRO) method, the WHO method, and a 10-group method. Covariates included sociodemographic factors, health behavior factors, and health status factors. A generalized linear mixed model analysis with a logit link was used.Results: In the adjusted model with all covariates, first, in the case of BMI categories of the WHO-WPRO method, underweight (odds ratio [OR], 1.16; 95% confidence interval [CI], 1.15-1.17), overweight (OR, 1.36; 95% CI, 1.35-1.36), and obese (OR, 1.34; 95% CI, 1.33-1.34) groups were more likely to have a normal cognitive function than a normal-weight group. Next, in the case of BMI categories of the WHO method, compared to a normal-weight group, underweight (OR, 1.15; 95% CI, 1.14-1.16) and overweight (OR, 1.06; 95% CI, 1.06-1.07) groups were more likely to have a normal cognitive function; however, obese (OR, 0.62; 95% CI, 0.61-0.63) group was less likely to have it. Lastly, in the case of the 10-group method, as BMI increased, the likelihood to have a normal cognitive function changed like a wave, reaching a global top at group-7 (26.5 kg/m2≤ BMI <28.0 kg/m2).Conclusion: The associations between BMI and cognitive function differed according to how BMI was categorized among people aged 45 and older in Korea, which suggests that cognitive function may be positively associated with BMI in some categories of BMI but negatively in its other categories. Health policies to reduce cognitive impairment need to consider this association between BMI and cognitive function.
PERANCANGAN APLIKASI E-MUSIC BERBASIS ANDROID

AbstractMusic is one of the important things in people’s life, music is known as a combination of elements of tone, melody, song rhythm and other arrangements that combine in the form of sound. Music is very much in demand by people, especially Batam City, both in concerts, party events and even on personal gadgets. For this reason, renting a musical instrument is very difficult, because it is difficult for prospective tenants to get detailed information on renting musical instrument. Due to the lack of information, researchers provide a solution in the form of a musical instrument rental information application system which includes price information, detailed packages and online payments using the existing payment methods in the application. In conducting research, researchers used the rapid application development (RAD) method which was designed using UML tools consisting of use case diagram, activity diagram, sequence diagram and class diagram. The results of this study are in the form of an android application that is accessed on a personal smartphone or gadget. With the help of this application, it is hoped that the rental of existing musical instruments will be easier, especially in the city of Batam.Keywords: Andoid; Application; E-Music; Music; Musical Instrument Rental.
Library Research Guides: CRE Open Resource Hub: Home

This platform encompasses open resources on topics identified as interests of residents throughout the Uplands region through discussions with public library directors and a community survey facilitated through the IU Center for Rural Engagement.
The Assesment Possibility of Building Digital Libraries in Universities

Abstract: Research methods: Descriptive-survey The purpose of research is applicant, using Descriptive-survey. The tool of collecting data is questionnaire and the statistical population of this research is 17 people in charge of computer systems in colleges and 75 students. Data analysis is performed with SPSS software version 22. Findings : This study shows that 84.2% due to lack of budget allocation, 71.2% high skills needed in using digital resources, 84.4% taking 8 years and above time to set up a correct system, 88.2% more than 31 devices, 53% 5 servers 76.5% of the devices have chosen over 75% internet connectivity, 47.2% ADSL, 1mb high bandwidth, high use of fiber optics. Results: Lack of budget allocation can be considered the main problem for not creating a digital library. The level of students' skill in using digital resources is at a good level and this can be a great advantage for the University of Tehran to be able to create information resources needed by students and researchers by creating a digital library and due to the technical infrastructure a digital library can be set up conveniently in colleges.
What is a BIC Code? | BIC and SWIFT Code Finder | Veem

What is a BIC Code? The week is almost over, and you finally close that deal with a supplier you’ve been eager to bring on for months. But before ...
효율적인 온라인 교육실습 실행을 위한 실습지도교사와 예비교사의 요구분석 및 사례탐구

Due to the prolonged Covid-19 situation, many on-site courses are being converted to online education. The teaching practicum, which is an essential course for the training of student-teachers, is also being converted and conducted on online education. The focus of this research is analyzing the needs of mentor teachers and student-teachers for online teaching practica in the untact education era. To do so, firstly, we identified the demands for content and detailed functions of an online platform of mentor teachers and student-teachers revealed through 2019 Chungcheong Provincial Teachers’ Research Union, then we looked at the contents of on-line teaching practicum from five Chungcheong Provincial Schools in 2020 to see how the demands were implemented. Secondly, by looking at the stories of four student-teachers who participated online teaching practica from different universities in 2020, we explored the needs and values to remember. As a result, the mentor teachers mentioned the importance of contents that reveals the flow of the entire teaching practicum, and the student-teachers mentioned the importance of content that is focused on the actual teaching practicum participation. Both mentor teachers and student-teachers have revealed the value of on-line teaching practicum based on interactive communication.
Modular Verification of Heap Reachability Properties in Separation Logic

The correctness of many algorithms and data structures depends on reachability properties, that is, on the existence of chains of references between objects in the heap. Reasoning about reachability is difficult for two main reasons. First, any heap modification may affect an unbounded number of reference chains, which complicates modular verification, in particular, framing. Second, general graph reachability is not supported by first-order SMT solvers, which impedes automatic verification. In this paper, we present a modular specification and verification technique for reachability properties in separation logic. For each method, we specify reachability only locally within the fragment of the heap on which the method operates. We identify relative convexity, a novel relation between the heap fragments of a client and a callee, which enables (first-order) reachability framing, that is, extending reachability properties from the heap fragment of a callee to the larger fragment of its client, enabling precise procedure-modular reasoning. Our technique supports practically important heap structures, namely acyclic graphs with a bounded outdegree as well as (potentially cyclic) graphs with at most one path (modulo cycles) between each pair of nodes. The integration into separation logic allows us to reason about reachability and other properties in a uniform way, to verify concurrent programs, and to automate our technique via existing separation logic verifiers. We demonstrate that our verification technique is amenable to SMT-based verification by encoding a number of benchmark examples into the Viper verification infrastructure.
On The Shoulders of Giants Science Must Be Protected From Itself not Perceived and Not Realized Planetary Crime of the Century About Changing The Currently Dominant Paradigm The QuantumRelativistic Subconscious Building A General Theory of Physical Interactions by Solving Their Own Mechanical Models of Faraday and Maxwell

The monograph presents the evidence of outstanding thinkers - enlighteners of humanity and “great representatives of classical mechanics” about the failure and necessity of “changing the currently dominant paradigm” of the quantum-relativistic subconscious by solving their own mechanical models of Faraday and Maxwell – “the only conceivable guiding thread for the further successful development of modern physics”. Academician V. F. Mitkevich. “A Mature theory in which physical facts are explained mechanically will be constructed by those who, by questioning nature itself, will be able to find the only correct solution to the questions posed by mathematical theory.” James Clark Maxwell
A Study of Irrigation Performance Index and Real Cost Value of Irrigation Operations and Maintenance in Surak Irrigation Area

Irrigation Asset Management is required to maintain the value of irrigation asset function and condition. Surak Irrigation Area is located in Lawang Sub-District, Malang Regency. After resurveying in 2020, 21 points of damage were found in Surak Irrigation Area. Irrigation performance index was found to be 77.56% (moderate condition) for which the physical infrastructure aspect is 39.1%, the water availability aspect is 5.4%, the planting index aspect is 4.4%, the supporting facilities for operation and management aspect is 7.8%, the organizational and personnel aspect is 10.8%, the documentation aspect is 3.8%, and the Water User Association aspect is 6.3%. Priority calculation utilized the ranking method, which ranks asset values from the lowest to the highest. The result was that 24 assets are in moderate condition, 43 assets are in good condition, and 146 are in very good condition. The real cost value of irrigation operations and maintenance was calculated to be IDR 1,561,741,648, with IDR 208,506,890 for operating costs and IDR 1,353,234,758 for maintenance costs. For rehabilitation, it was found that 24 assets need regular maintenance and repair, 24 assets need regular maintenance, and 146 assets need routine maintenance
Face Attribute Recognition with Multimodal Fusion

Facial attribute recognition is a challenging question, especially the potential high-level semantic features between attributes are a research focus of attribute recognition research. In this paper, a face attribute recognition network is proposed based on multimodal fusion, which is completely data-driven and incorporates image features and advanced semantic features of attributes: 1) We design an image feature extraction network with an underlying shared network that does not restrict the specific form. Meanwhile, a layer-parameter orthogonalization operation is unveiled, which can increase the expressive power of the features. 2) Using graph convolutional networks (GCN), we build a semantic feature extraction network to extract advanced semantic features of face attributes and mine correlations between attributes. 3) To enhance the representation of features, we propose a multimodal fusion module to fuse two complementary representations of image features and semantic features. 4) We construct fused feature classification networks using attribute-independent high-level networks to predict multiple attributes separately. We have conducted extensive experiments to demonstrate the effectiveness of the proposed method and have obtained results that are competitive with state-of-the-art methods.
Prototype of Temperature Control For Cold Chamber Using Fuzzy Based on Microcontroller

Cold Chamber is a small cold room in a cooling system as a storage place for cold air before the air is flowed to the object to be cooled. A cooling system will be greatly influenced by temperature lowering sources. To be able to provide optimal results in a cooling system, it requires a cold chamber whose temperature can be controlled automatically. To be able to control the temperature, a tool is needed. So that the tool can control the temperature, the tool needs a sensor that can read the temperature in the cold chamber, namely DS18B20. This sensor works by reading the temperature of the environment and then sending it to the microcontroller. To control the temperature, the microcontroller will send commands to the fan which functions as a sender of cold air to the cold chamber, and a pump which functions to drain water on the hot side of the cooling element. The cold air source in this tool comes from Peltier TEC1-12706. The reading result and the desired temperature setting will be displayed on the LCD. If the actual temperature is greater than the desired temperature, the fan will blow more cold air into the cold chamber and the pump will flow water faster. If the actual temperature is less than the desired temperature, the fan will stop blowing and the pump will slow down the flow of water. With this tool, it will be easier to adjust the temperature in a cooling system.
Perencanaan Sistem Pembangkit Listrik Tenaga Surya Off-Grid Pada Gedung Perkantoran BKKBN Watampone, Sulawesi Selatan

In this research PLTS planning will be made by utilizing the roof of Office Buildings because it is in accordance with ESDM ministerial regulation No.49 of 2018 regulating basic matters to encourage the acceleration of solar energy development, especially rooftop solar (solar panels), in Indonesia. Solar energy is a renewable energy source that is abundantly available in Indonesia. One way to use solar energy is to convert it to electrical energy using photovoltaic modules or solar modules called solar power plants (PLTS). In this study using a technical and economical analysis method to plan the PLTS system as a source of electrical energy in office buildings. The PLTS is designed to supply electricity supply with an estimated daily energy demand of around 38.02 kWh. In PLTS Off-Grid planning, a land area of 52 m2, 4 arrays is needed with 48 solar panels arranged in 2 series and 6 parallels. The components needed in this plan are 4 SCC, 12 batteries and 1 inverter with an annual power output of 15840.63 kWh / year. Performance Ratio (PR) in the PLTS system as a reference that this system is feasible to realize with a PR value of 88% with starting investation of IDR. 623.430.000 which includes the costs for the PLTS system components and installation.
Where is Science Going? An Interview with Professor Giorgio Agamben

The current use of science as an argument for political purposes reveals an old bias: the idea that science is about truth and therefore is potentially authoritarian. In reality, science is about doubt. The public management of the COVID pandemic should make us reflect about several aspects of our society.
The implication of Age and Use of Technologies in Reading Comprehension on Ecuadorian A2 Learners in Tertiary Education

espanolEste estudio tiene como objetivo determinar si la edad de los estudiantes tiene incidencia en la capacidad de comprension lectora de los mismos, analizando estas variablesa traves de tres escenarios, con google traductor, software especializado en lectura llamado Rewordify y sin la utilizacion de algun recurso tecnologico. Esta investigacion sigue un enfoque cuantitativo, donde se estudio una muestra de 130 respuestas de estudiantes. Los datos analizados permiten concluir que no existe una diferencia significativa entre estudiantes de diferentes edades en su capacidad para comprender un texto en el contexto ecuatoriano; ademas, la tecnologia parece ser igualmente util en los diversos grupos de edad EnglishThis study aims to determine if learners age has an incidence in students` reading comprehension ability, analyzing these variables throughout three sceneries, using Google translator, a specialized software named Rewordify and without any technological resource. This study follows a quantitative approach, where a sample of 130 student`s responses was studied. The data analyzed lead researchers to conclude that there is no significant difference between learners from different ages on their capacity to understand a text in the Ecuadorian context; also, technology seems to be useful equally amongaged groups.
Redes sociales y jóvenes. Análisis de usos y niveles de integración en el Instituto Comfamiliar Risaralda (Colombia).

Starting from the need to know how the young people of the Risaralda Comfamiliar Institute (Pereira, Colombia) integrate Social Networks (RRSS) in their family, social and educational context; In this article an analysis of use and integration levels is carried out. In the same way, this work will allow us to identify possibilities of incorporation of the Social Networks in the classrooms, as well as to know information associated to the teaching perception regarding its use by young people. A mixed descriptive-interpretive methodology was used, collecting information from 103 young people through a questionnaire. Obtaining, among other results, that young people did not consider that the Social Networks could be used for education, using them for leisure and entertainment. This has been changing gradually and that, added to the global health situation of 2020, confirms the need to deepen the conceptualization of social media and their incorporation into the educational environment, promoting an academic agenda with a view to strengthening digital and media competence both in young people as in educational communities. On the other hand, generate training plans on media competence for both young people and teachers.
PENGARUH INTERAKSI SOSIAL TERHADAP AKTIVITAS BELAJAR PESERTA DIDIK

THE EFFECT OF SOCIAL INTERACTION ON STUDENTS LEARNING ACTIVITIES This research uses quantitative research through a causal approach. The purpose of this study was to determine the effect of social interaction on student learning activities. The population in this study were grade IV students at Kebon Kalapa 01 Elementary School, Bogor Regency, even semester of the 2019/2020 academic year, totaling 82 students. The sample used was 45 students, which were obtained using the Taro Yamane formula. The validity test of the social interaction variable instrument and learning activities used the Pearson Product Moment formula and the reliability test used the Cronbach Alpha formula. Testing the requirements of the analysis in the form of normality test (liliefors), then carried out the homogeneity test (fisher). Data that has been declared normal and homogeneous is used to test the hypothesis, the results show that there is an effect of social interaction on student learning activities. The price of the regression coefficient Ŷ = 24.20 + (0.79X), this means that every one unit increase in social interaction variables will cause an increase in student learning activities by 0.79 units. The contribution of social interaction to the learning activities of students is shown by the correlation coefficient (r xy ) of 0.82 t count > t table (α = 0.05) = 9.3403 > 2.021 with a coefficient of determination 0.6724. This means that the increase or decrease in learning activities of students is influenced by social interaction by 67.24% while the remaining 32.76% is influenced by other factors. Based on the research results above, it can be concluded that there is a positive effect of social interaction on student learning activities.