Reviewerly/exHarmony huggingface dataset:
KAJIAN POLA CURAH HUJAN DURASI PANJANG TERKAIT DENGAN WAKTU KEJADIAN BANJIR DI KABUPATEN ACEH UTARA

North Aceh Regency almost every year experiences flooding due to heavy rains, both due to rain in the area and flooding of shipments due to heavy rains in neighboring districts namely Bener Meriah. Judging from the time of the incident, heavy rains always occur in the final months of each year. The duration of rainfall is two, namely: (a) short duration and (b) long duration. The second limit is the duration of rain 24 hours (1 day), so that the duration of rainfall is long if the time of occurrence is longer than 24 hours. For tropical climates such as the Aceh region known to experience two seasons, namely: a) the rainy season and b) the dry season in terms of climatology, the rainy season is identical to the occurrence of flooding. The dry season or rainy season are related to the time of year, for example the flood season occurs in the final months of each year, the dry season occurs in the middle of the year, especially for the North Aceh region. The objectives of this study are (a) to obtain information on the relatively heavy rainfall distribution pattern for long duration rainfall events, namely 1-day, 3-day, 5-day and 7-daily. (b) Knowing the timing of flood events is calculated based on the movement of the sun. The data used is daily rainfall data obtained from the Lhokseumawe Meteorological Station from 1986 to 2016. The results of the analysis are to find out the maximum rainfall for 1-day, 3-day, 5-day, and 7 daily. Because what was investigated was the pattern of rain, the partial series method was used, namely the possibility of some data being taken in one year. The results of processing data show that the highest incidence of 1-day maximum rainfall occurs in the IV quadrant or week 52 which is equal to 45.9%, in this case the highest number of flood events will occur when the sun moves towards the south. To identify heavy rain events that can cause flooding based on station rainfall data correlated with debits recorded on AWLR (Automatic Water Level Recorder). From the results of the identification that there was an increase in river discharge in November and December.
Covid-19 Monitoring System Using Social Distancing Face Mask Detection and Classification on Live Video

Abstract: The spread of the Coronavirus has prompted individuals to remain indoors and adhere to COVID- appropriate practices, which include social distance, the use of face masks, hand sanitizers, and other measures to protectthemselves against infection. In heavily populated locations with limited resources, it is impossible to physically supervise compliance with these standards. As a result, an automated, lightweight, and powerful video monitoring system is required to make the process more efficient. This paper proposes an extensive and productive solution for performing person detection, social distance detection, face mask detection, and face mask classification using object detection, clustering, and Convolution Neural Networks (CNN) On video datasets, in addition to YOLOv3, density-based spatial clustering of applications with noise (DBSCAN), Dual Shot Face Detector (DSFD), and MobileNetV2 based binary classifier other techniques have also been used to achieve the predicted outcomes. This study also provides parallels for numerous face mask detection and classification models. Keywords: COVID-19, DBSCAN, DSFD, YOLOv3, MobileNetV2, CNN, clustering, Social Distance, Face Masks
The Effectivity of Microsoft Word Layout for quadriplegic Through a technology of webcam used as a mouse

A quadriplegic is a person who is not able to do activities like normal people due to disablement in their body. During this vast digital age, a technological invention that can help people with quadriplegic is the web camera that is used as a mouse— called a camera mouse— for the computer. Which can then be implemented with Microsoft word software so it can help to access a computer or laptop. Before being used with the camera mouse, Microsoft word itself requires a special mode, namely physical distancing mode. This mode will later be a plugin that can be activated in Microsoft word. The existing Microsoft word layout has not been able to accommodate the use of the camera mouse without errors. The current Microsoft word software is not able to stand alone incorporating a camera mouse because the layout does not accommodate the works of the camera mouse. Therefore, a plugin is needed to support the software, named an accessibility mode.
Optimal parameters selection of the Frost filter based on despeckling efficiency prediction for Sentinel SAR images

Synthetic aperture radar (SAR) images have found numerous applications.However, analysis of SAR images including interpretation, classification, segmentation, etc. is an extremely challenging task due to the presence of intensive speckle noise.Therefore, image denoising is one of the main stages in SAR data pre-processing.Over the past decades, a large number of different image denoising techniques have been proposed ranging from local statistics filters to deep learning based ones.In this study, we analyze one of the most known and widely used local statistics Frost filter.Despeckling efficiency of the Frost filter significantly depends on the sliding window size and tuning (also called damping) factor.Here, we present a method for optimal parameters selection of the Frost filter for a given image based on despeckling efficiency prediction.Despeckling efficiency prediction is carried out using a set of statistical and spectral input parameters and a multilayer neural network.It is shown that such a prediction can be performed before applying image despeckling with a high accuracy and it is faster than despeckling itself.Both simulated speckled images and real-life Sentinel-1 SAR images have been used for extensive evaluation of the proposed method.
Effects of new technologies on the teaching-learning process

The research aims to analyze the effects of new technologies in the teaching-learning process. For the development of this work, the third-year high school students of the Sucre Mieles Educational Unit of the Cojimíes parish, Pedernales canton, have been taken as a reference. This means that technology should not only be a learning tool, but a mediation to implement educational quality of life in which students are the center of attention. The analysis carried out has taken the students of the educational institution in question as a perspective and the proposed temporary cut considered is the 2021-2022 school period. From a qualitative, descriptive methodological approach and from a bibliographic-documentary approach, this study has investigated how new technologies have innovated the academic training of students to the point that virtual learning environments and other platforms have served to that the academic process does not stop even in the worst crises. In this context, the incorporation of new technologies has made it possible to redesign the scenarios where teaching and learning processes take place and even more so since the emergence of the pandemic caused by Covid-19.
ADAPTIVE EDUCATIONAL WEB-ENVIRONMENT AIMED AT ENSURING THE ACTIVITIES OF SUPPORTING EDUCATIONAL INSTITUTIONS OF THE DEPRESSIVE REGION (ZHYTOMYR) IN THE CONDITIONS OF EDUCATIONAL NETWORK OPTIMIZATION

The article defines the terms "web-environment", "adaptive web-environment", "educational space", "depressed region".&#x0D; It is noted that the study is based on the ideas of three approaches - systemic, environmental and resource-managerial. The systemic approach is represented by the components of the educational environment – the scientific and material base, the subject-based activities, which take place in the adaptive educational web-environment. The resource-managerial approach balances the interests, abilities and capabilities of the participants of the educational process with the requirements of society in accordance with 21CS. The implementation of tasks is conditioned by the use of the environmental approach, which combines, complements and concretizes our chosen approaches.&#x0D; The following stages are allocated for the project implementation: development and creation of an adaptive web-environment; introduction of an adaptive web-environment into the educational process.&#x0D; Forms of work include the following: e-learning (synchronous and asynchronous), blended / hybrid learning, including inverted classroom, gamification, block-module learning, integrated learning, educational partnership, educational mousses (involvement of an unlimited number of educators, participation of EI in programs / courses); online network "Creative Spark" (involvement of gifted youth), brain club "Go Create" (regional cooperation in the educational web environment in the field of the latest digital technologies), online consultations, master classes.&#x0D; The following methods are proposed: teleconference, project, digital technologies, public presentations of ideas in the context of "Lesson with built-in diagnostics", "Lesson in a specialized school", "STEAM lesson", "STEM lesson".
GEOMATH SEBAGAI APLIKASI PENGENALAN BAGUN DATAR BAGI SISWA SEKOLAH DASAR

The purpose of this research is to create an android-based application that can help students to more easily understand material related to flat shapes. Students are expected to be able to maximize the use of smartphones as a support for learning activities carried out. The method used in this research is research and development (RnD) with the ADDIE approach. There are two stages of adaptation carried out in this research, namely analysis of needs and analysis of curriculum. The media step is design, which is to design with the help of paint and make a storyboard of the application as well as a flowchart of the proposed running system. The third step is the development stage by entering data in android studio as software used in application development. The next step, namely implementation and evaluation, has not yet been carried out because currently research activities are still in the application development stage. The results of this research are in the form of application development that has been made by displaying several screen displays that will appear on Android. Currently, research activities are still in the validation stage by material and instructional media design experts.
Indeks Kepuasan Masyarakat Terhadap Layanan Perpustakaan Pusat Pendayagunaan Informatika dan Kawasan Strategis Nuklir BATAN

The Library of Center for Utilization of Informatics and Nuclear Strategic Areas- National Nuclear Energy Agency (PPIKSN-BATAN) evaluates the library through a user satisfaction survey which is given directly to visitors who come physically to the library. This study aims to measure the user satisfaction index of the PPIKSN-BATAN library services. The method used is aquantitative research using the questionnaire. The research subjects were 60 people who had filled out a questionnaire on the aspects reviewed to determine user satisfaction with 9 service elements indicators. The results on the services quality got very good service quality with an IKM value of 3.48 (A) and a conversion value of 86.88. The elements of Complaint Handling, as well as Suggestions and Inputs, are the elements of the highest service value with a conversion value of 95.42 and an average IKM element of 3.82 (A) with very good service quality. Meanwhile, the element with the lowest index value is the element of Service Requirements Conformity with a conversion value of 80.83 and the average IKM element is 3.23 (B), but the service quality is still in the good category. User satisfaction with the service received gets an average IKM of 3.21 and a conversion value of 80.34 with good service quality. Overall, the service performance of the Library of PPIKSN-BATAN received a very good service quality score and user satisfaction with the information provided received a good response.
THE ROLE OF DISCOURSE MARKERS IN INFORMATION STRUCTURE

This paper investigates the relationship between discourse coherence marking and information structure by examining two developing discourse connectives: it suggests that the grammaticalization of a lexeme in its construction into a discourse marker may involve acquiring discourse -level information structuring functions -indicating relative informational salience -and that grammaticalization of markers may be at least partly directed by information structure.The relation between discourse markers and information structure is mutual and complements each other.These linguistic devices perform not only temporal and spatial functions but also play major role in the construction of thematic continuity in discourse.In particular, attention has focused on the extent to which differing positions of markers correlate with different functions.But there has been emphasis on the discourse information-structuring functions of markers.Discourse markers are considered an effective instrument in distributing information in text and discourse.Discourse markers signal the information structure of discourse by emphasizing directions and relations within discourse.The present study, therefore focuses on the use of discourse markers in information structure of the text.The most important characters of discourse markers is that, they are an effective instrument to distribute information in text and discourse.Discourse Markers have been the main topic of research for 30 years under many different names.This paper presents an account of one view of discourse markers s with the aim of providing researchers in the field with a coherent definition of discourse markers and a presentation of the syntactic and semantic properties of this functional category that will enable them to compare their work on discourse markers with other researchers.It is necessary to stress that some grammatical elements are used for different functions which cannot easily be separated.Therefore we have to mention that some confusion can be made during the analysis of these textual functions of those grammatical elements.For example, sometimes the indefinite article is used not for the purpose of signaling new information, but for the classifying the object, thing or notion it refers.The distribution of information is signalled by discourse markers.The cohesion pattern of the texts is based on the specific to general reference.This kind of uses of grammatical devices rely on the social and communicative situations.
PENERAPAN GOOGLE EART SEBAGAI ALAT MONITORING KASUS TUBERCULOSIS DI PUSKESMAS DELI TUA TAHUN 2021

The Community Partnership Program is one of the research programs that was carried out in 2021 in the Deli Tua Health Center work area. This program was conducted to validate the prototype of the tuberculosis monitoring system. In 2020 the number of new tuberculosis (TB) cases (notified TB) in the working area of the Deli Tua Health Center reached 143 cases with a success rate of 76% and MDR TB reaching 15%. This decrease in cases was caused by: 1) taking medication on time and the wrong dose of MDR TB treatment and 2) non-adherence to taking medication. To solve the problem, google earth mapping and calendar documentation have been applied. The results of the implementation showed that there was a significant difference in the completeness of treatment before and after the intervention (RR=2.21; 95%CI: 1.32-3.69), the cure rate for tuberculosis cases (RR=1.87; 95%CI: 1 .17-2.99), treatment drop-out rate (RR=1.77; 95%CI: 1.07-2.95), and mortality rate (p&lt;0.01).
Bearing Fault Diagnosis Based on Ensemble Depth Explainable Encoder Classification Model with Arithmetic Optimized Tuning

In a dynamic and complex bearing operating environment, current auto-encoder-based deep models for fault diagnosis are having difficulties in adaptation, which usually leads to a decline in accuracy.Besides, the opaqueness of the decision process by such deep models might reduce the reliability of the diagnostic results, which is not conducive to the subsequent optimization of the model.In this work, an ensemble deep auto-encoder method is developed and tested for intelligent fault diagnosis.To mitigate the influence of the changing operating environment on the diagnostic accuracy of the model, a tuning algorithm is used to adaptively adjust the parameters of the model, and a hypersphere classification algorithm is used to separately train different types of fault data.The encoder components in the ensemble model are automatically updated based on the diagnostic accuracy of the base encoder model under different operating conditions.To improve the reliability of the diagnosis results, the power spectrum analysis and Layer-wise Relevance Propagation algorithm are combined to explain the diagnosis results.The model was validated on three public datasets and compared with individual encoder methods as well as other common fault diagnosis algorithms.The results confirm that the model proposed is flexible enough to cope with changes in operating conditions and has better diagnostic and generalizing capabilities.
Picture Word Inductive Model (PWIM) Berbasis E-Learning dalam Pembelajaran Menulis Puisi Siswa Sekolah Dasar di Masa Pandemi Covid 19

The purpose of this research is to know the use of picture word inductive based e-learning models to improve the poetry writing skills of Grade 4 student elementary school at the time pandemic Covid 19. This research is a class action study. Teachers and Grade 4 students elementary School are the source of data from this research. Data retrieval techniques using tests, observation techniques, and interviews. The procedures of each cycle on these studies are (1) Action planning, (2) Implementation of class actions, (3) Observations, and (4) reflections. The data analysis techniques used in this study are qualitative descriptive and comparative descriptive. The result of this research is the improvement of student poetry writing skills after the model of learning picture Word inductive based on e-learning models. At pre-action students were completed as much as 5.88% with an average class of 57.65. In the first cycle, after the actions of student writing test results have increased. Students who have a complete value of 82.35%, with an average class of 77.94. In this second cycle all students have been completed with an average grade of 85.59.
ScriptChecker: To Tame Third-party Script Execution With Task Capabilities

We present ScriptChecker, a novel browser-based framework to effectively and efficiently restrict third-party script execution according to the host web page's directives.Different from all existing schemes functioning at the JavaScript layer, ScriptChecker holistically harnesses context separation and the browser's security monitors to enforce on-demand access controls upon tasks executing untrusted code.The host page can flexibly assign resource-access capabilities to tasks upon their creation.Reaping the benefits of the task capability approach, ScriptChecker outperforms existing techniques in security, usability and performance.We have implemented a prototype of ScriptChecker on Chrome and rigorously evaluated its security against 1373 malicious scripts and its usability with empirical studies upon top-1000 sites.The experimental results show that its strong security strength and ease-of-use are attained at the cost of unnoticeable performance loss.It incurs about 0.2 microseconds overhead to mediate a DOM access, and 5% delay when loading popular JS graphics and utility libraries. I. INTRODUCTIONThird-party scripts provide ready-to-use functions for specialized utilities (e.g., jQuery [15] and CryptoJS [13]) and Web feature enrichment (e.g., Yahoo Partner Ads [19] for advertisement and userreport [18] for user tracking).According to Nikiforakis et al. [44], 88.45% of web sites include at least one third-party script.They are greatly attractive to web page developers thanks to the remarkable saving in implementation.However, it has been known for years that invoking a third-party script function potentially invites unintended or even malicious code execution with the full privileges to access all resources [44], [37], [36], [33], [53].The third-party script security problem is challenging for two reasons.First, a host script and a third-party script are colocated in the same host frame and therefore have the same origin and frame identity.Thus, frame oriented or origin oriented policies and mechanisms, e.g., the same-origin policy [16], iframe isolation [6], the feature-policy header [20], and CSP [11], are unable to differentiate and handle them separately.It is hence necessary for a solution to draw the boundary
Optimalisasi Jadwal Kegiatan Belajar Mengajar di MI NW I Talun Selama Pandemi Covid-19

The Covid-19 pandemic has impacted many areas of life, including education in Indonesia. After the Indonesian government implemented a lockdown in a few months, now we are in a new normal era where everyone can do any activity based on the covid-19 protocol. In the new normal era, students and teachers are allowed to do teaching and learning activities with an offline system based on the Covid-19 protocol, this makes the schedule ineffective, such as in MI NW 1 Talun. At this school, each class has a schedule to do learning activities three times a week. Based on this, in this study, the authors will offer a schedule formulated based on variables of teachers, students, classes, classrooms, days and times, and covid-19 protocols. This research method is a genetic algorithm that is a method of optimization based on natural selection. The results of this study show that the new schedule is more effective than before and every student or teacher can do teaching and learning activities to the maximum and avoid covid-19.
Objective image quality evaluation of HDR videos captured by smartphones

High Dynamic Range (HDR) videos attract industry and consumer markets thanks to their ability to reproduce wider color gamuts, higher luminance ranges and contrast.While the cinema and broadcast industries traditionally go through a manual mastering step on calibrated color grading hardware, consumer cameras capable of HDR video capture without user intervention are now available.The aim of this article is to review the challenges found in evaluating cameras capturing and encoding videos in an HDR format, and improve existing measurement protocols to objectively quantify the video quality produced by those systems.These protocols study adaptation to static and dynamic HDR scenes with illuminant changes as well as the general consistency and readability of the scene's dynamic range.An experimental study has been made to compare the performances of HDR video capture to Standard Dynamic Range (SDR) video capture, where significant differences are observed, often with scenespecific content adaptation similar to the human visual system.
Altai scientist heritage A. V. Anokhin in offline- and online-formats

The famous Altai scientist-ethnographer Andrei Viktorovich Anokhin heritage was dispersed among the museums and archives of Russia due to some historical circumstances. In this regard, an attempt has been made to put value of its availability for using in scientific and educational purposes. The author gives a brief description of the main collections and funds that make up the heritage of the scientist. The article reviews collections of museums and archives of Barnaul, Gorno-Altaysk, Tomsk, Saint-Petersburg. To designate the totality of available information about the person under study the author uses the term «personal heritage», interpreted as a set of memorial value sources and belonging directly to a person or revealing his social, scientific, creative and cultural ties. Drawing on a comparative analysis of personal heritage materials in «offline» and «online» formats, the author concludes about necessity to create a unified resource – a personal digital archive, which would compile biographical, scientific, and creative material. In the article there is the structure of archive and the content of the information resource is substantiated.