Reviewerly/exHarmony huggingface dataset:
MANAGEMENT STRATEGY FORNPUBLICATION OF LASALLE COLLEGE INDONESIA’S ACHIEVEMENTS THROUGH FACEBOOK SOCIAL MEDIA

The use of social media Facebook as an alternative to new media in online publication activities to be able to reach a wider and targeted audience. As a result, there are more followers on LaSalle College Indonesia social media than other similar educational institutions. This research was conducted to find out how the management strategy of publications conducted by Lasalle College Indonesia through Facebook social media using the stages of managing publications from Manager Creations Publications "Brand Awareness Facebook". This study uses a qualitative approach with descriptive research types. The research method used is a single case study by conducting in-depth interviews with informants and conducting observation activities. The results of this study indicate that Lasalle College Indonesia uses Facebook as a media for publication of achievements to communicate its strategy in its aim to attract audience interest and reach wider target audiences to be interested in Lasalle College Indonesia by using soft selling. In its implementation there are several steps that are considered by Lasalle College Indonesia, namely determining the identification of the intended target audience, determining the type of publication content, determining the budget and publication schedule, placing the right publication, and formatting the content and text published on Facebook
Video Behavior Detection based on Optimized Alphapose in Electricity Facility Management

Along with the development of IoT (Internet of Things) Technologies, increasing number of cameras are deployed in electric power facilities. To better utilize the video information from these devices, a behavior detection framework is proposed to identify the potential dangerous or damages in electric power facilities based on the human posture extraction algorithm. The proposed method is an optimization from the popular Alphapose. We create the structure vector and its angle to describe the human body. Then the behavior semantic detection is implemented based on the proposed descriptors. The typical dangerous actions in electricity facilities such as smoking, falling, fighting and etc. are detected in a test dataset. The experiment results indicate the proposed framework can effectively identify the typical dangerous behaviors in a reasonable time.
Pengembangan Media Scrapbook Pada Pembelajaran Tematik Untuk Meningkatkan Minat Belajar Siswa Kelas I Sekolah Dasar

Teaching and learning activities need to support learning, namely learning media. Learning media is a tool to convey subject matter to students. The purpose of this study is (1) Knowing the feasibility of learning mediascrapbook in the thematic learning of first grade elementary school (2) Knowing the suitability of scrapbook media to increase interest in learning of first grade elementary school students. The type of research used is development research or research and development (R&amp;D) with the Borg and Gall development model. The subjects of this study were the first grade students of Brongkal State Elementary School, which amounted to 22 students. The data collection technique used is a questionnaire. The data analysis technique for media feasibility uses quantitative descriptive and interest in learning uses the paired sample t test t test.
PERENCANAAN SISTEM DRAINASE SMKN 1 KRAGILAN KABUPATEN SERANG

This research was conducted in a school area that has a conventional drainage system that is prone to flooding. To deal with flooding in the area, a new drainage system will be planned. The purpose of this study was to plan the main drainage system at SMKN 1 Kragilan, Serang Regency. The data or information used is primary data obtained from SMKN 1 Kragilan. The data processing method uses manual calculations according to the rational method for calculating rain discharge, and Manning's formula for channel discharge. After the calculation, the dimensions of the economic channel are obtained, because the channel can pass the maximum discharge for a certain wet, rough, and slope cross-sectional area. The main drainage channel is with a base width B = 0.77 m, water level h = 1 m and a height guard w = 0.50 m. The cross section of the channel is rectangular.
The ratio of BMKG and TRMM Rainfall Data in West Java Province by Using Statistical Parameter and Correlation Analysis

Weather observations can be done in two ways, namely weather observations based on weather stations and based on remote sensing such as satellites. One of these weather study data is rainfall measured from the BMKG rain observation post and TRMM satellite observations. To see the pattern of the distribution of rain that has occurred, the two weather observations can be connected as a reference for the distribution of rain. The purpose of this study was to analyze the correlation value of rainfall data between BMKG and TRMM by looking at the comparison graph and analyzing the comparison of statistical parameters. This research was conducted using daily rainfall data from 1998-2018 at four rain stations in West Java Province and taking descriptive decisions in the form of pictures and graphs in the form of daily, monthly and annual data. Based on the analysis results, the largest correlation value is in the annual cumulative with a value of 0,88-0,94, the smaller the number of days, the smaller the correlation value. The BMKG and TRMM rainfall data have relatively the same pattern, but the maximum data have differences so that it reduces the correlation value. In the Statistical Parameter analysis, it can be stated that the difference in the values ??of the statistical parameters is directly proportional to the daily cumulative, that the difference in the median and mean values ??in the BMKG and TRMM data is greater in the data with a larger cumulative. Meanwhile, for linear regression analysis, it was found that the greatest value was the cumulative 1-year value with a coefficient of determination from 0,78 - 0,89.
Weather Forecasting System

Throughout the ages and with the advancement of technology, weather has been one of the significant part of our lives.Though the main objective has always beenthe prediction of the figures that conveys us the facts about the weather, which includes temperature check, humidity, rainfall prediction, foresight of natural disasters, etc.The main aim of the research paper lies in the conclusion of finding out the suitable classifier which predicts weather with a greater accuracy on a particular dataset.
AutoAno: Anomaly Localization with Self-supervised Multi-scale Feature and Multivariate Gaussian Estimation

Anomaly localization in images has long been challenging and valuable for both research and real-world applications. Popular methods for anomaly localization are with Auto-Encoder variants and existing GAN-based models, and have obtained decent outcomes. However, these generative models have significant limitations, such as the over-powerful generalization capacity in anomaly data. To address this problem, in this paper, we propose AutoAno, a self-supervised learning model that leverages both multi-scale feature and multivariate Gaussian estimation to achieve robust anomaly localization. In detail, our method extracts multi-scale features from the patches of an image, which can simultaneously consider global, contextual, and local features, so that contains richer semantic information to anomaly localization. We then employ multidimensional Gaussian distribution to estimate the low-dimensional representation for the normal samples in training data. Notably, we discard the commonly used reconstruction loss, and instead use the distance between multi-scale feature and the estimated Gaussian distribution to detect and localize the anomalies. To verify the effectiveness of our work, we compare AutoAno with the prevailing models with extensive experiments on benchmark and real-world datasets. The empirical results demonstrate that our model outperforms the state-of-the-art models significantly.
Novel approach for semantic similarity cross ontology

Measuring &lt;span&gt;semantic similarity between terms is a crucial step in information retrieval and integration since it necessitates semantic content matching. Even though several models have been proposed to measure semantic similarity, these models are not able to effectively quantify the weight of relevant items that affect the semantic similarity judgment process. In this study, we present a new method for measuring semantic similarity between cross-ontologies, that consists of hybridizing node-based approaches such as WuP and Reda with the weight of similarity computed using WordNet. The proposed approach has been experimented to show its efficiency with two ontologies, configuration management tool (CMT) and ConfOf, from the conference domaine in the web ontology language (OWL) ontologies benchmark OAEI 2015 and evaluated using two metrics: density and cohesion.&lt;/span&gt;
Pengaruh Besar Sudut Butterfly Guide terhadap Unjuk Kerja Kincir Air

In this work, the effects of geometry transition of the upstream channel on the performance of an undershot water wheel were investigated. For that purpose, we carried out experiments using an undershot water wheel model with a diameter ofÂ Ã˜=480 mm, the width of l=100 mm, the number of blades of 12, and the radius of blade curvature of R=170 mm, which was installed on a flow channel with the width of 250 mm. The upstream channel was modified by installing flow guides with different entry angles (Î±=30o, Î±=45o, and Î±=60o), and their effects were investigated by measuring the mechanical power of the water wheel and capturing the flow pattern at the upstream of the water wheel, under the flow rates of Q=10 l/s and Q=14 l/s. The experimental results show that the higher the flow rate, the stronger the effects of the flow guides on the performance of the water wheel. Under the considered experimental conditions, the highest performance was achieved for the flow guide with entry angles of Î±=30o at the flow rate of Q=14 l/s, for which the water wheel produces mechanical power of 22 Watt with an efficiency of 40,37%. It can be observed that the flow guide with the gradual transition (lower entry angle) introduces a more uniform flow pattern that results in a higher water wheel performance, while the flow guide with the sharp transition (higher entry angle) introduces the crossing flow pattern that reduces the performance of the water wheel.
The Development of Spa and Body Treatment Textbook

The changes in teachers' roles due to 21st-century learning significantly affected the education system where the students were supposed to learn independently through various sources; one of them was textbooks.There were still many textbooks which do not provide all the material needed, or it could be said that there was a lack of learning material.Therefore, this study aimed to determine the steps of developing a textbook and finding out the reliability of the Spa and Body Treatment textbook based on expert judgment and media experts.Research and Development (R&D) was used as the research design of this study, particularly the ADDIE model that consisted of Analyze, Design, Development, Implementation, and Evaluation.The findings showed that; 1) the first step was to analyze where the additional materials were added in the previous textbook.It was continued to the next step in order to design the textbook that would be arranged.The third step was development, in which the textbook was developed by adding the new materials to support the learning activities.Implementation was the fourth step where the arranged textbook was implemented.The last step was evaluation, in which all the activities that had been done were evaluated.2) The feasibility of the Spa and Body Treatment textbook was "Good."It was revealed that the textbook is reliable to be used in the learning process.
Grey wolf optimization algorithm for hierarchical document clustering

In data mining, the application of grey wolf optimization (GWO) algorithm has been used in several learning approaches because of its simplicity in adapting to different application domains. Most recent works that concern unsupervised learning have focused on text clustering, where the GWO algorithm shows promising results. Although GWO has great potential in performing text clustering, it has limitations in dealing with outlier documents and noise data. This research introduces medoid GWO (M-GWO) algorithm, which incorporates a medoid recalculation process to share the information of medoids among the three best wolves and the rest of the population. This improvement aims to find the best set of medoids during the algorithm run and increases the exploitation search to find more local regions in the search space. Experimental results obtained from using well-known algorithms, such as genetic, firefly, GWO, and k-means algorithms, in four benchmarks. The results of external evaluation metrics, such as rand, purity, F-measure, and entropy, indicates that the proposed M-GWO algorithm achieves better document clustering than all other algorithms (i.e., 75% better when using Rand metric, 50% better than all algorithm based on purity metric, 75% better than all algorithms using F-measure metric, and 100% based on entropy metric).
PENERAPAN MEDIA BUKU POP UP DALAM MENINGKATKAN HASIL BELAJAR SISWA PADA MATA PELAJARAN PAI TENTANG AKIDAH AHLAK KELAS II MI NURUL HUDA

Education is an element of life that must be obtained by all humans. Education can be found anywhere, especially in schools. Good education is supported by good teachers, infrastructure, methods and media, if these have been met, the goal of achieving good learning outcomes can be achieved. In this context, MI Nurul Huda Kasokandel has shortcomings in the learning process, where media is rarely used in the learning process, so that good learning outcomes cannot be achieved. The purpose of this study is to improve the learning outcomes of second grade students of MI Nurul Huda through the use of pop book media in the learning process, especially in PAI subjects About Akidah Ahlak, according to Joko Mutiono (2003:65) A pop up book is a book that has a picture display. that can be erected and form beautiful objects that can move or give amazing effects. Through this type of qualitative research and descriptive approach and using cycles in the research process, where this research is used to investigate, find, describe, and explain something data obtained from observations, interviews and documentation, the main activities in this activity are to describe and analyze systematically. intensively on the Application of Pop Up Book Media at MI Nurul Huda and the obstacles faced in the implementation of research as well as the efforts made by schools in overcoming obstacles in implementing Pop Up Books as Learning Media in improving student learning outcomes. From pre-cycle data to cycle I, learning outcomes increased by 17.6% and data from cycle I to cycle II experienced an increase in learning outcomes by 24.7%, this proves that the use of pop up books in the learning process has a very good influence in improving student learning outcomes. In addition, the use of pop up books in the learning process has a great influence on other things as well, namely, the classroom situation becomes conducive because students can be managed properly by the teacher, learning becomes active and creative, students become more confident to answer questions posed by the teacher.
Cognitive Dynamics: Additive or Multiplicative?

Introduction: Cognition is assumed to rely on distinct and additive substages such as perceptual encoding, memory, and motor control. Nevertheless, questions surrounding the assumptions of modularity and additivity persist. If a stable cognitive architecture exists, then repeatedly executing the same cognitive act should repeatedly engage the self-same structure. If discreet sub-acts behave in a manner consistent with a sum of independent random variables, then the assumption of additive and modular cognitive processes is reasonable. However, if they develop dependencies, then the assumption of additivity and modularity in cognition should be questioned. Methods: The study required participants (N = 180) to successively execute identical elementary cognitive acts in a stacked 1-word, 2-word, and 4-word lexical decision task. Correct response time was the primary dependent measure. Results: Statistical analyses revealed evidence for additivity in mean response time after a logarithmic transformation (r2 = .81, p &lt; .05 &amp; r2 = .74, p &lt; .05). This pattern is consistent with multiplicative dynamics. Conclusions: The results indicate that variance grows multiplicatively as a function of the number of sub-acts. A straightforward way to generate this pattern of variability growth is to assume the sub-acts develop successive dependencies and combine multiplicatively.
Strategy to Improve the Tourism Quality through Translation based on Local Wisdom

Banyumas Regency has a variety of tourism from nature tourism, religious tourism, to educational tourism, namely museums.The importance of the tourism sector in supporting national development puts the government in the position of being in charge.The government must be responsible as a maker and enforcer of regulations.The role of translation and culture also affects the level of quality of tourism in Banyumas Regency.This research is a qualitative descriptive study using a survey approach.The objectives of this study are 1)to describe the strategy for improving the quality of tourism in Banyumas Regency based on local wisdom; 2)Describe the supporting factors in improving the quality of tourism in Banyumas Regency based on local wisdom.The method used is a questionnaire survey and interviews with related agencies, users, and tourism managers in Banyumas Regency.The results of the data obtained are then analyzed using the SWOT framework to determine strengths and weaknesses to identify appropriate strategies to improve tourism quality through local wisdom-based translation in Banyumas Regency.
On the Translation of English and Chinese Idioms from the Perspective of Cultural Differences

As the elite of language and the crystallization of a nation’s culture and wisdom, idioms are a kind of peculiar and fixed expressions formed in language use. The translation of English and Chinese idioms has been occupying a significant place in translation area. This paper aims to probe into the cultural differences influencing the translation of these two different language idioms from the perspective of living environment, traditional custom and material culture. Besides, some translation skills of English and Chinese idioms are covered in this paper.
The Role of Super Computer Technologies in Model Building in the Social Spheres

The digitalization of society dictates its rules and laws in the process of sharing, storing and processing data. Areas of science less and less every year look like a specific science we are accustomed to, and acquire the outlines of interdisciplinarity and versatility through the development of technology and the introduction of new knowledge in classical science. The social sciences are no exception, as they develop in the age of social networks, messengers, digital transactions and other information, thanks to which you can learn as much as possible about the &amp;quot;digital counterpart&amp;quot; and build the most accurate models. The paper examines how scientists see the development of science through supercomputer technologies, what challenges the world may face, using data about each individual who got on the Internet. In addition, the countries with supercomputer technologies and services that allow using cloud computing to build models without reference to a specific supercomputer are analyzed.
UNGRAMMATICAL SENTENCES: A GRAMMATICAL ERROR ANALYSIS ON ARCHITECTS STUDENTS’ CORPUSES OF PONTIANAK STATE POLYTECHNIC

Writing has become a challenging skill for EFL or ESL students to&#x0D; overcome. It is not only required the ability to compose a good writing but also a deep layer known as the grammatical aspect. Understanding grammar is very important for building good sentences. Hence, this study aims to find out the most&#x0D; grammatical error found in students’ corpuses and classify the students’ error. To generate this purpose, the researcher explored the grammatical mistakes made with the aid of using college students at the first semester of Pontianak State Polytechnic as the sample of research. This study was conducted using descriptive research using&#x0D; students’ corpus as the data collection. The results of this study discovered that the addition error is the most frequent type of error made based on the frequency on the percentage that was 39,02%. Furthermore, this kind of error is classified as substantial. As for the other types of errors made by students, namely mis formation with the total of errors as 35.36%, omission of error as 23.17% and error in disordering as 2.44%. It can be concluded that the students made errors due to their background of knowledge and their lack of understanding of English structure.
Simulating Solar Radiation Under Canopy Using Point Clouds and an Hemispherical Photography Simulator

Solar radiation illuminating the canopy and reaching lower strata of vegetation is an important ecological factor that can enhance biodiversity and contribute to species composition in habitats.It is also part of the many factors that make a natural environment a positive contribution to the health and wellbeing of people interacting with it.Aerial survey methods using drones can now provide digital twins with a very high level of detail.In this work, we developed a software, lasPhotoCamSIM, for simulating hemispherical imagery using dense point clouds as input data.The simulated hemispherical images are used to map the diffuse solar radiation reaching the average height of the human eye from the ground.For the sample design, a regular grid with nodes at 0.5 m ground sampling distance and 1.5 m height from the terrain was used.The study area is a historical garden, Villa Revedin Bolasco.It was surveyed via a drone flight with three sensors, two LiDAR sensors (Riegl VUX-120 and Riegl miniVUX-3UAV) and a camera.The camera provided overlapping imagery that was used to create a third point cloud using photogrammetry.The three point clouds were used as input data to lasPhotoCamSIM together with coordinates of the nodes of the grid, resulting in ~330,000 virtual hemispherical images.Gap fraction and estimated solar diffuse radiation was calculated from each hemispheric image, and it was then converted back to a regular raster map.