Reviewerly/exHarmony huggingface dataset:
Global Horizontal Irradiance Prediction using the Algorithm of Moving Average and Exponential Smoothing

To reduce the discrepancy between the results of the expected data and the actual data, prediction is a procedure that is calculated systematically based on owned historical and present information. For the creation of solar energy projects and for decision-making in other connected domains, solar radiation intensity prediction is essential. This study aims to create a predictive model on monthly global horizontal irradiance data. The method used is the Simple Moving Average algorithm, Exponentially Weighted Moving Average and Single Exponential Smoothing. The stages carried out in this study include data collection, data preprocessing, testing of predictive models, interpretation of data visualization, and performance evaluation. The results of calculating the error value and correlation produce an evaluation of the performance of the prediction model. The SES method, which obtained an MAE value of 7.13, a MAPE of 0.02%, an MSE of 88.07, an RMSE of 9.38, and an R2 of 0.94, was determined to be the best prediction model by the calculation of the prediction model performance evaluation. A MAE value of 9.45, a MAPE of 0.02%, an MSE of 150.16, an RMSE of 12.25, and an R2 of 0.91 were obtained by the EWMA method, which is also the method that produced the second-best result. A MAE value of 14.38, a MAPE of 0.04%, an MSE of 367.59, an RMSE of 19.17, and an R2 of 0.77 were obtained by the SMA method, which is the third-best result.
Speech Act Use in Jokowi Political Communication during The Press Conference of The State Visit in Moskow

Concern about global conditions due to war, famine, and disease prompted President Jokowidodo to make a state visit to Russia and Ukraine, the two largest exporters of fertilizer and wheat in the world. This study aims to analyze the speech act of Jokowidodo's press statement during a state visit to Moscow on June 30, 2022. This research is a qualitative descriptive study. The data was obtained by observing the video of Jokowi's press statement during a state visit to Moscow. The transcribed data were then grouped according to the order in which the press conference was delivered. The data were analyzed using Austin's speech act theory (1962) and Searle's (1979). Research shows that there are three types of speech acts in Jokowi's press statement, expressive speech acts, assertive speech acts (affirming and informing), and directive speech acts (influence, invite and convince). Although not explicitly stated, the speech act of Jokowi's press statement has a noble purpose and goal: to encourage countries that are in conflict to resolve conflicts by peaceful resolution.
Implementation of basic life support outside the hospital through video training

Emergency actions are not only carried out by medical teams but can also be performed by the general public, especially in life-saving actions such as basic life support. Emergency situations can occur anywhere and at any time, with 85% of emergency incidents known to occur outside of hospitals. With this understanding, efforts are needed to improve public knowledge about the implementation of basic life support in order to facilitate activities using video training for basic life support. The goal of this community service activity is to improve the community's ability to implement basic life support in emergency cases at home. The activity was carried out in Sungai Alat village, Astambul sub-district, with 60 participants facilitated by two speakers and five students. The stages of the activity included observation, coordination, video training creation, implementation, and evaluation. As a result of the activity, the majority of the participants had good knowledge of implementing basic life support and were satisfied with the implementation of the activity. Community service through video training provided ease in implementing basic life support actions.
KOMPARASI HASIL BELAJAR SISWA MENGGUNAKAN MODEL PEMBELAJARAN KOOPERATIF TIPE STUDENT FACILITATOR AND EXPLAINING DAN TIPE THINK PAIR SHARE

This study aims to determine the comparison of student learning outcomes using the Student Facilitator and Explaining (SFE) Cooperative Learning Model and the Think Pair Share (TPS) Cooperative Learning Model on quadrilateral material in grade VII Christian Middle School Kusu-Kusu Sereh Ambon. The type of research used is experimental research (Experimental Research) with a Post Test Group Design research design. In this study, the population used was all students of class VII Kusu-Kusu Christian Middle School, Sereh Ambon, which consisted of 2 classes with a total of 40 students, selected using the Total Sampling technique. The instrument used in the study was in the form of test questions consisting of 5 description questions for the final test. The study made experimental class students one and experimental class two students using the Student Facilitator and Explaining (SFE) Cooperative Learning Model and Think Pair Share (TPS) Cooperative Learning Model on rectangular material. Based on the statistical analysis of the t-test, the value of Sig.(2-tailed) 0.124 is greater than = 0.05, so there is no significant difference between the two models. Furthermore, the Mean value in the Group Statistics table shows that the Mean value of Student Facilitator and Explaining is 65.92 and the Mean value of Think Pair Share is 57.77. These results can be proven that the superior learning model is the Student Facilitator and Explaining (SFE) Cooperative Learning Model
Social Media: Importance and Usage for Library Professionals

Social media is now an important part of human life.People of all ages, and all profession are using social networking sites as a means of communication.In today's society, when everyone can contact one another with only a click, social media is the most efficient means of communication.Library professionals are also becoming familiar with social media and the tools that go along with it.Social media is helping to reach out to the targeted audiences and clients, and library professionals are developing a virtual platform to communicate with their users.Librarians believe social media to be the greatest option for interacting with library users.In this article, investigator discussed types of social media, utilization, factors, advantages as well as challenges in using in the library operations.This paper focuses on comprehending many marketing initiatives utilized by libraries to advertise their facilities and services, as well as user engagement with social media platforms.
Real-Time Reinforcement Learning for Vision-Based Robotics Utilizing Local and Remote Computers

Real-time learning is crucial for robotic agents adapting to ever-changing, non-stationary environments. A common setup for a robotic agent is to have two different computers simultaneously: a resource-limited local computer tethered to the robot and a powerful remote computer connected wirelessly. Given such a setup, it is unclear to what extent the performance of a learning system can be affected by resource limitations and how to efficiently use the wirelessly connected powerful computer to compensate for any performance loss. In this paper, we implement a real-time learning system called the Remote-Local Distributed (ReLoD) system to distribute computations of two deep reinforcement learning (RL) algorithms, Soft Actor-Critic (SAC) and Proximal Policy Optimization (PPO), between a local and a remote computer. The performance of the system is evaluated on two vision-based control tasks developed using a robotic arm and a mobile robot. Our results show that SAC's performance degrades heavily on a resource-limited local computer. Strikingly, when all computations of the learning system are deployed on a remote workstation, SAC fails to compensate for the performance loss, indicating that, without careful consideration, using a powerful remote computer may not result in performance improvement. However, a carefully chosen distribution of computations of SAC consistently and substantially improves its performance on both tasks. On the other hand, the performance of PPO remains largely unaffected by the distribution of computations. In addition, when all computations happen solely on a powerful tethered computer, the performance of our system remains on par with an existing system that is well-tuned for using a single machine. ReLoD is the only publicly available system for real-time RL that applies to multiple robots for vision-based tasks. The source code can be found at https://github.com/rlai-lab/relod
Pengaruh Literasi Digital dan Status Sosial-Ekonomi terhadap Kemandirian Belajar Siswa: Studi Kasual Komparatif Penerapan Pembelajaran Face to Face E-Learning di Madrasah Aliyah

This study aims to determine digital literacy and economic status on student learning independence and to determine differences in student learning independence between online and offline. This study uses a quantitative approach with a comparative causal method. The population in this study were MA students in Pekanbaru City with a sample of 379 students. The sampling method used stratified random sampling with the technique of determining the number of samples using the Isaac and Michael formula. The instrument in the study used a questionnaire. Based on the regression test for the influence of socio-economic and digital literacy on independence, the results obtained H0 &lt; 0,05 so H1, which means that there is a significant influence between socio-economic and digital literacy on student independence. In the socio-economic correlation and digital literacy on student learning independence, it is obtained H0 &gt; 0,05 which means there is no socio-economic influence on student learning independence and the results are H0 &lt; 0,05 which means there is a significant influence on student learning independence. Based on the results of the Mann-Whitney obtained that H0 was accepted, which means there was no significant difference between student independence with online and face to face. The difference in students digital literacy abilities between online test Mann-Whitney results of H0 rejected, which means that there is a significant difference in students' digital literacy abilities between online and face to face.
PERANCANGAN DAN IMPLEMENTASI APLIKASI BANTU TICKETING STUDI KASUS IT USER SUPPORT PT. XYZ

The utilization of information technology is increasingly growing, company or organization alreadytransformed using information technology support the business processes of each. The higher the use ofinformation technology, the more vulnerable a company experiencing problems in utilizing informationtechnology devices, with the existence of the problem then it needs power IT User Support. XYZ Companyis a company that has a computerized system in the running of all activities. XYZ Company can havebranches, where each branch offices can communicate through computer networks between branch officesor headquarters. In case of damage or disruption to your computer or the network in each branch officewill be easier for the IT User Support to follow up on the corresponding section in the Division ofinformation technology. Application Help Ticketing for IT User Support aiming at improving service andperformance of the IT User Support in dealing with trouble shooting. The importance of the IT User Supportis making the alignment on the workload that fair and balanced, while it also as a tool for assessment ateach technician. With the design and implementation of these systems can alleviate the performance ofUser Support, IT can be noted the performance of the IT User Support, and view graphs of the developmentof the performance of the IT User Support.
The Impact of Strategic Orientations on Supply Chain Performance: The Mediating Role of Organizational Ambidexterity at Jordanian Extractive and Mining Companies

This study explored the impact of strategic orientations (SO) on supply chain performance (SCP) in Jordanian extractive and mining companies.mediated by organizational ambidexterity (OA).A stratified random sample of 200 A questionnaire hand-delivered to managers at the senior and middle management was taken.testing the hypotheses with PLS-SEM4.The study results indicated a significant impact of SO (market orientation and learning orientation, further digital orientation, and entrepreneurial orientation) on supply chain performance (operational dimensions, economic dimensions, environmental dimensions, and social dimensions).Also, the result indicated that OA mediated the relationship between the SO and SCP among the Jordanian extractive and mining companies' managers.According to the current study, one of the most crucial suggestions to Jordanian extractive and mining companies should be aware of the importance of SO on improving SCP.Finally, to increase the impact of SO on SCP, they must make sure that organizational ambidexterity practices are in companies.
Peran Guru dalam Membina Literasi Digital Peserta Didik pada Konsep Pembelajaran Abad 21

Technological advances are so rapidly affecting various fields, one of which is education. Education cannot be separated from progress. As one of the innovators, teaching in schools should be carried out by following all the changes that exist. In fact, students' digital literacy abilities are known to be in the low category so that the learning needs of each individual are not optimally achieved. The purpose of this study as an analysis that utilizing information and communication technology that is growing rapidly can help students meet their learning needs. The research method was carried out by means of literature analysis, the authors looked for various reference sources to provide information about the benefits of digital literacy for students. The result is that good digital literacy skills can enrich themselves with knowledge by actualizing themselves in these technological advances. The role of the teacher in this case is certainly irreplaceable, but the teacher can guide the extent to which students can utilize technology on the positive side and to what extent they can minimize the possibility of deviating from the use of this technology
Study of Children's Literature "Magic Watermelon Seeds" in the Implementation of Didactic Bibliotherapy-Based Character Education

Children's literature is used as a medium forChildren's literature is a medium for the formation of children's character. Therefore, children's literature should be reviewed so that children's moral values can be optimally taught. The purpose of this research is to study and review children's literature before it is given to children or students at school. The approach to studying children's literature uses a didactic bibliotherapy model or therapy using book media. The study is based on library research. The book studied is a children's book entitled "The Magic Watermelon Seeds", which was published by the Ministry of Education and Culture in cooperation with Room to Read. The results of the research show that the book contains seven implicit moral values. The seven moral values are: 1) emulating good character; 2) being careful in doing; 3) gracefully accepting fate; 4) generous, sincere, and compassionate to everyone; 5) rewarding people who do something expecting conditions; 6) generous to brothers; and 7) living harmoniously and side by side. The content of these moral values can be transmitted to children through a didactic bibliotherapy approach using the method of reading aloud individually or in groups.
Implementasi Framework Laravel Pada Sistem Informasi Akademik SMA Negeri 1 Kediri Berbasis Web

Abstrak - SMA negeri 1 Kediri merupakan salah satu Sekolah Menengah Atas tervaforit yang berada di kabupaten Tabanan. Sekolah ini menerima siswa cukup banyak setiap tahunnya tetapi untuk pendataan siswa masih secara konvensional. Sistem Informasi Akademik SMA Negeri 1 Kediri Berbasis Web merupakan sistem informasi yang menyimpan data-data siswa, guru, dan staf/admin. Sehingga nantinya guru maupun staf dapat menyimpan maupun mencari data dengan mudah. Dengan sistem yang berbasis web siswa dapat dengan mudah mencari tahu informasi mengenai kelas, jadwal serta nilai dimanapun dan kapanpun. Sistem ini akan dibangun menggunakan platform website menggunakan kerangka kerja Laravel dengan Bahasa Pemrograman PHP. Pengumpulan data yang digunakan yaitu studi literaur, observasi, dan wawancara. Metode Waterfall digunakan dalam membangun sistem informasi ini. Analisis sistem dalam sistem ini yaitu analisis kebutuhan, analisis pengguna, analisis data, dan analisis proses. Perancangan sistem ini menggunakan Data Flow Diagram (DFD), Entity Relationship Diagram (ERD), dan user interface.Kata Kunci: siswa, sistem informasi, website, dataAbstract - During the Covid-19 pandemic, many schools carried out teaching and learning activities online using Google Meet, Zoom and others. But to record the results of the tests and tests given, they still use the conventional system. SMA Negeri 1 Kediri is one of the most popular senior high schools in the Tabanan district. This school accepts quite a lot of students every year but for student data collection it is still conventional. Web-Based Academic Information System for SMA Negeri 1 Kediri is an information system that stores student, teacher and staff/admin data. So that later teachers and staff can store and search for data easily. With a web-based system, students can easily find out information about classes, schedules and grades anywhere and anytime. This system will be built using a website platform using the Laravel framework with the PHP Programming Language. The data collection used is literature study, observation, and interviews. The Waterfall method is used in building this information system. System analysis in this system is needs analysis, user analysis, data analysis, and process analysis. The design of this system uses Data Flow Diagrams (DFD), Entity Relationship Diagrams (ERD), and user interfaces.Keywords: students, information systems, website, data
Efficient Learning of High Level Plans from Play

Real-world robotic manipulation tasks remain an elusive challenge, since they involve both fine-grained environment interaction, as well as the ability to plan for long-horizon goals. Although deep reinforcement learning (RL) methods have shown encouraging results when planning end-to-end in high-dimensional environments, they remain fundamentally limited by poor sample efficiency due to inefficient exploration, and by the complexity of credit assignment over long horizons. In this work, we present Efficient Learning of High-Level Plans from Play (ELF-P), a framework for robotic learning that bridges motion planning and deep RL to achieve long-horizon complex manipulation tasks. We leverage task-agnostic play data to learn a discrete behavioral prior over object-centric primitives, modeling their feasibility given the current context. We then design a high-level goal-conditioned policy which (1) uses primitives as building blocks to scaffold complex long-horizon tasks and (2) leverages the behavioral prior to accelerate learning. We demonstrate that ELF-P has significantly better sample efficiency than relevant baselines over multiple realistic manipulation tasks and learns policies that can be easily transferred to physical hardware.
Digital Culture as a Factor in The Formation of a Specialist in The Digitalization of Education

Modern digital technologies are transforming all areas of society for example: cultural, economic, political, scientific, educational and creating a new worldview that's called digital culture.Today digital transformation is changing performance and organization of labor activity of work.That's why the work process creates the emergence of logical thinking in future specialists, forming a special information environment and digital culture.The article analyzes the concept of «digital culture» as a specialist's digital culture like as digitalization of education, in particular, distance learning.We have analyzed the opinions of scientists who have proposed their own approaches to the interpretation of the concept of digital culture.Based on the study of domestic and international scientific sources and national regulations, which provide evidence that this concept goes beyond technology and digital industries.Today, digital culture is becoming a factor that affects social and professional mobility and, as a result, significantly changes the behavior of the modern generation.There are certain features of the formation of digital culture in a future specialist, such as ability to use modern digital technologies, knowledge, skills and abilities necessary for collecting and manipulating information.As well as the ability to use computer equipment and information and communication technologies in daily communication as like as.Correct combining classical approaches to understanding the digital world and the culture of behavior in it.As a result of the research we conclude that the digital culture of the future specialist should be considered as one of the aspects of the general culture, It means that an activity of an individual and his/her ability to use information and communication technologies in professional activities.In conclusion, we can say that the possibilities of an interactive distance learning course allow you to form a digital culture through active informational interaction of all participants in the educational process.
A Method for Detecting Phishing Websites Based on Tiny-Bert Stacking

The Internet is an indispensable part of our lives. Therefore, it is very important to ensure network security and maintain a safe network environment. Phishing, as a low-cost and imperceptible network attack, is rampant in the world’s information networks. To address this issue, this paper proposes a phishing website detection model based on tiny-Bert stacking. The core concept of the proposed model is to use tiny-Bert to extract features from website URL strings, and learn the semantic features and long-range dependent features in URLs. Then we build a Stacking algorithm-based classifier which includes four basic learners among which, CatBoost, XGBoost and LightGBM are the first-level learners, and GBDT is the second-level learner. This detection model can identify phishing websites without manual feature extraction, and the basic learners of Stacking can compensate each other for errors in the classification process, improve generalization, and achieve higher accuracy. The proposed model is evaluated using a dataset based on real phishing websites. Compared to the state of the art, the results show that the proposed model has an accuracy rate of up to 99.14%, a recall rate of up to 99.13%, and is more stable.
Implementation of the prototyping method in the development of information systems (case study: pelangi laundry)

Laundry Pelangi is an individual company engaged in laundry services. Laundry Pelangi is located in Rejosari RT 01 RW 09 Mungkid, Magelang Regency. Currently, Laundry Pelangi's transaction notes and income reports are still done manually using paper-based notes. The manual process has many shortcomings, including inaccurate recording or missing records. This research will develop a laundry information system to help make it easier for employees to manage data and function to create a service feature in the form of free laundry. The method used in the development of this system is the prototyping method, namely identifying user needs, making prototypes, testing prototypes, improving prototypes, developing production versions. Through the development of this system, the transaction ordering process and income report data can be stored properly. The results of the overall test conducted by consumers, employees, and owners obtained a value of 92.11%, which means it is very feasible. It is concluded that the system built can make it easier for employees to process input transactions, print notes and print consumer cards, while consumers make it easier to order laundry and monitor laundry status.