Reviewerly/exHarmony huggingface dataset:
The Impact of Corona Pandemic on the Students Widespread Use of Technology: A Case Study of Gulf University

Education technology significantly influence the effectiveness of learning. The important of education technology has been increased within the period of Corona pandemic. The aim of the study is to examines the effect of Corona pandemic on the widespread use of technology to revolutionize education in HEIs. It measures the impact of Corona pandemic on the students’ capability of using the technology. The study used the survey method to seek the respondent’s perception on the above matters. Respondents are belonging to the higher education institution, namely, Gulf University students at accounting and finance. The authors expected that the effect of Corona pandemic on the widespread use of technology to revolutionize education in HEIs is significant. In other words, Corona pandemic could significantly influence the students’ capability of using the technology. The results of the study could alter the policy makers and education institution on the important of having technologic tools in education that may enhance the performance of students, as students currently are more capable for using most of education technology.
Analisis Buku Teks Bahasa Sunda Kelas XI Antara KIKD Dengan Sajian Materi Dalam Kurikulum 2013 Revisi 2017 Untuk Kondisi Khusus

&#x0D; &#x0D; This research is motivated by the suitability and incompatibility between the contents of the textbook and the curriculum. The purpose of this study was to analyze and describe the relevance of the material presented in the Rancage Diajar Sundanese Language (RDBS) textbook for SMA/SMK/MA/MAK class XI and KIKD, which consists of the relevance of the subject, the structure of the material, and the depth of the material. The method used for this research is a qualitative descriptive method using a checklist technique. The data source of this research is the RDBS textbook for SMA/SMK/MA/MAK class XI which consists of 8 chapters. The results of this study can be described as follows: first, the subjects in class XI are generally relevant and included in the good category, namely 96.90%. Second, the material structure in class XI is in the sufficient category, which is 71.80%. Third, the depth of material in XI is in the sufficient category, which is 68.75%. Based on the results of the study, it can be concluded that the relevance of the material presented in the Rancage Diajar Sundanese Language (RDBS) textbook for SMA/SMK/MA/MAK class XI and KIKD, with respect to the subject matter in the good category, the structure of the material in the sufficient category, and the depth of the material. into the sufficient category.
Elemental Motion in Spatial Interaction (EMSI): A Framework for Understanding Space through Movement and Computer Vision

Spatial analysis and evaluation are becoming increasingly common as new technologies enable users, designers, and researchers to study spatial motion patterns without relying on manual notations for observations.While ideas related to motion and space have been studied in other fields such as industrial engineering, choreography, and computer science, the understanding of efficiency and quality in architectural spaces through motion has not been widely explored.This research applies techniques in computer vision to analyse human body motion in architectural spaces as a measure of experience and engagement.A taxonomy framework is proposed to categorize human motion components relevant to spatial interactions, for analysis through computer vision.A technical case study developed upon a machinelearning-aided model is used to test a selection of the proposed framework within domestic kitchen environments.This contribution adds further perspective to wider research explorations in the quality, inclusivity, engagement, and efficiency of architectural spaces through computer-aided tools.
Testing and Trusting Machine Learning Systems

Machine learning systems are now all over the place. These systems provide predictions in a black box mode masking their internal logic from the user. This absence of explanation creates practical and ethical issues. The explanation of a prediction reduces relying on black-box traditional ML classifiers. Trustable Artificial Intelligence is the current area of interest. Testing of such systems has also not been formalized. We highlight these two issues in this paper
COVID-19: MENGUKUR KEPUASAN MAHASISWA YANG MENGGUNAKAN TELECONFERENCE DALAM PEMBELAJARAN

This study aims to test empirically whether the quality of the system, the quality of information, and the ease of use of the teleconference system used by students in learning during the Covid-19 pandemic influence student satisfaction in using the system. The sample in this study were students who used the teleconference system in learning during the Covid-19 pandemic, totaling 356 people. The test tool in this study uses validity, reliability, and hypothesis testing. Based on the research results, it was found that the quality of the teleconference system had a significant effect on student satisfaction in using the system. The quality of information from the teleconference system has a significant effect on student satisfaction in using the system. The ease of using the teleconference system has a significant effect on student satisfaction in using the system.
Scanner-Based Digital Image Correlation Method for Mechanical Characterization of Rubber

The digital image correlation (DIC) method coupled with a moveable camera has been widely used for large in-plane displacement measurement in elastomeric materials. However, this method has the limitation due to the limited field-of-view (FOV) of the camera. In this paper, a novel scanner based digital image correlation (SBDIC) method which enables acquisition of a large FOV of speckle pattern image on the specimen has been developed. The entire information of the deformation was obtained and analyzed up to 350% strain. The correlation between the images at successive stages was computed using incremental cross correlation (CC) tracking algorithm. The Young’s modulus and Poisson’s ratio of vulcanized natural rubber (VNR) up to 350% axial strain were determined simultaneously using the same set of data. Tangent and secant modulus of the rubber at axial strains of 50% to 350% in 50% increments obtained from the scanner-based DIC method was compared with those obtained from a universal tensile test machine (UTM). In addition, the Poisson’s ratios show that the experimental data fitted well with the theoretical result up to an axial stretch ratio of 2.0. The SBDIC method was found to be a potential tool for low cost measurement of mechanical characteristics of polymeric materials. Keywords: DIC, large deformation, cross-correlation, axial strain, Poisson ratio
The Impact of Customer Relationship Management (CRM) in the Banking Sector Using Machine Learning

echnology today is evolving at break-neck speeds offering multiple business opportunities. The creation of Machine Learning (ML) has altered a new dimension in today’s business landscape. Machine Learning tools are rapidly changing their activity and give a new pave to the marketing people that are used to make their business more trouble-free and it also makes changes which are so profound for the marketing personnel who are finding it difficult to ignore the importance of investing in and adopting AI which is an integral part of the marketing task. Nowadays the Banking and Financial Sectors are much more mature, and robust and have implemented ML in their Customer Relationship Management (CRM) and marketing fields in a variety of ways. Generally, the most significant impacts on the growth of the above sector depend on in terms of customer loyalty, profitability, and Return on Investment. In recent years it has been noticed the rise of specialized software by the IT firms that have to be dedicated to developing customized solutions with different programs for CRM. It is the liberalization, Privatisation, and globalization(LPG) which make the banking sector so tough and becoming increasingly diverse. For that Customer, the acquisition is vital for a new bank, but retention is much more important and cost-effective for a recognized bank. CRM gives a new dimension to most Indian bankers who could realize the goal of their business and acquire and retain valuable customers to link them in the entire business process. There should be a Highly Integrated effort to innovate, discover, create, and satisfy customer needs differently. However, it is astonishing to mention that most of the banking and financial sector's activities are focused on customer acquisition rather than customer retention. In this study, we have focused on the impact of customer retention and service quality using our proposed Machine Learning Model.
DETECTION OF TRASH IN SEA USING DEEP LEARNING

Pollution in sea is one of the most agonizing issues of this generation. With that being said, water has the ability to absorb harmful chemicals that are released by debris thrown into water bodies. This can cause unimaginable effects on humans as well as sea animals. Therefore, it is vital for every one of us to take a step towards resolving this issue. Of course, there are some people who have taken a step to reduce and remove debris in sea. These measures involve manual work which may not be highly-effective as some of the debris tend to sink in water making it hard to detect. Hence, we are proposing a project that can detect and classify trash present in water bodies. It is done with the help of deep learning with CNN model. With the help of these concepts, one can determine the position and type of debris present in sea. KEYWORDS: Deep learning, trash detection, CNN model, dataset, accuracy, debris
The effect of fantasy movie in writing for junior high school student

&lt;span lang="EN-US"&gt;Fantasy movies are a type of movie that combines the imaginative and fantastic themes. Fantasy is something that does not really exist and only exists in the mind or mind. T&lt;/span&gt;&lt;span lang="EN-US"&gt;his research aims at investigating the effect of fantasy movie in writing for junior high school student. The quasi-experimental research used in this study. The participants were the students of SMPN 13 Madiun. The researchers used writing test to collect the data. In analyzing the data, the researchers use independent t-test. The result shows that&lt;/span&gt;&lt;span lang="IN"&gt; there is a significant difference in students' narrative text writing skills between the experimental class and the control class. Students who are taught using fantasy movies &lt;/span&gt;&lt;span lang="EN-US"&gt;gain &lt;/span&gt;&lt;span lang="IN"&gt;higher scored than students who are taught using conventional teaching. &lt;/span&gt;&lt;span lang="EN-US"&gt;T&lt;/span&gt;&lt;span lang="IN"&gt;he results obtained that the significance value of equal variances is assumed to be 0.000, it could be concluded that it is smaller than 0.05 (0.000 &amp;lt; 0.05).&lt;/span&gt;&lt;span lang="IN"&gt; &lt;/span&gt;&lt;span lang="IN"&gt;This means that fantasy movie media brings many benefits for students to &lt;/span&gt;&lt;span lang="EN-US"&gt;write &lt;/span&gt;&lt;span lang="IN"&gt;their writing skills&lt;/span&gt;
The Correlation Student Reading Speed and Reading Comprehension Achievement of The Tenth-Grade Students in Indonesia

The research objective was to find out the correlation between students’ reading speed and reading comprehension achievement of the tenth-grade students of MA Al Fatah Kota Mulya. The formulation of the problem in this research was “Is there any significant correlation between students’ reading speed and reading comprehension of the tenth-grade students of MA Al Fatah Kota Mulya?”. For the population, this research is from the tenth grade of MA Al Fatah Kota Mulya and contains 20 students. In here sample of the research was all of the population. Then sampling this research was done by utilizing purposive sampling. A descriptive method as a method in this research. Type instrument in this research was a test, and the test is the reading speed test and the reading comprehension achievement test. The result indicated r-obtain 0.862 higher than r-table 0.4227. So that there was a correlation between reading speed and reading comprehension achievement of the tenth-grade students of MA Al Fatah Kota Mulya or null hypothesis (Ho) is rejected and alternative hypothesis (Ha) is accepted.
PENERAPAN MODEL DISCOVERY LEARNING UNTUK MENINGKATKAN PROSES DAN HASIL BELAJAR IPA SEKOLAH DASAR

Science learning is declared successful if the predetermined learning objectives can be achieved. However, the results of the pre-observation show that there are problems in the process and learning outcomes of science in class IV SDN 17/II Tanah Grow. This research is a classroom action research (CAR) which was carried out in 2 cycles. Each cycle consists of planning, implementation, observation and reflection. The research instrument used to collect data consisted of observation sheets and learning outcomes test questions. The results showed an increase in the learning process carried out by educators from cycle I to cycle II with a good category, and the learning process of students increased from cycle I to cycle II with a good category. Furthermore, for the learning outcomes obtained by students after participating in learning with the discovery learning model, it showed an increase from the first cycle of 68% to 87.5% with a good category in the second cycle. So the discovery learning model can improve the process and learning outcomes of fourth grade students for science learning content.
Syntactic Word Order between Indonesian and English: Building a Concept through Contrastive Analysis in Academic Writing

&lt;span lang="EN-US"&gt;This study focuses more on syntactic word order through identify the language structure of simple sentence both Indonesian and English in argumentative essay made by English education department students at University of Islam Malang and analyze it by contrastive analysis (CA). The significance of this research is to cover the students’ difficulties in academic writing process by using contrastive analysis and to identify the highlight point of the structure differences between Bahasa Indonesia (L1) and English (L2). The researcher used qualitative method by collecting 10 students’ argumentative essay both in Indonesia and in English. The results show that the common pattern occurs in the students’ argumentative essay is SVO and the other patterns are S-V(Aux)-O, NP-S-V-O, Conj-S-V-O, S-V-O-V, S-S-V-O and Conj-NP-S-V-O&lt;/span&gt;&lt;span lang="EN-US"&gt;. W&lt;/span&gt;&lt;span lang="EN-US"&gt;hile in Indonesian are &lt;em&gt;Subjek-Predikat&lt;/em&gt; (SV), &lt;em&gt;Subjek-Predikat-Objek&lt;/em&gt; (SVO), &lt;em&gt;Subjek-Predikat-Pelengkap&lt;/em&gt; (SVC), &lt;em&gt;Subjek-Predikat-Objek-Pelengkap&lt;/em&gt; (SVOC), &lt;em&gt;Subjek-Predikat-Objek-Keterangan&lt;/em&gt; (SVOA (Adverb)), &lt;em&gt;Subjek-Predikat-Keterangan&lt;/em&gt; (SVA), &lt;em&gt;Keterangan-Predikat-Subjek&lt;/em&gt;(AVS), and &lt;em&gt;Subjek-Predikat-Keterangan-Pelengkap&lt;/em&gt; (SVAC). Students tended to write the argumentative essay in English inapropiately to the theory of simple sentence structure. While in Indonesian arguementative essay, they wrote properly based on the possible pattern of simple sentence in Indonesian.&lt;/span&gt;
Cryptography and Reference Sequence Based DNA/RNA Sequence Compression Algorithms

This paper proposes two methods for the compression of biological sequences like DNA/RNA. Although many algorithms both lossy and lossless exist in the literature, they vary by the compression ratio. Moreover, existing algorithms show different compression ratios for different inputs. Our proposed methods exhibit nearly constant compression ratio which helps us to know the amount of storage needed in advance. For the first method, we call it CryptoCompress, we use a blend of Cryptographic hash function and partition theory to achieve this compression. The second method, we call it RefCompress, uses a reference DNA for compression. This paper showcases that the proposed methods have constant compression ratio compared to most of the existing methods.
Study on Planning Design for the Driven Development of Cultural Gene Attributes of Exhibition Halls in Village Museums

Under the current background of rural revitalization, it is crucial to revitalize rural culture.Due to the inner attributes of museums, it conforms to the requirements of this era to construct village museums.However, some problems have occurred during the development of village museums.For example, among the museums already built, some are obviously imitating city museums while look just like their low versions and have even lost their own features.Improper opinions about our own traditional culture and the lack of cultural confidence are the primary causes.The core of cultural confidence lies in cultural gene.As the carrier of history and culture, museums are the places where history and culture are spread.Today, museums are viewed as the symbols of local culture.Since cultural genes are the basic units within a cultural system to spread culture, the performance characteristics of museums are also affected by cultural genes.In this paper, cultural genes were activated and materialized through the stability and variability of genes to explore the way to promote the exhibition of village museums and make people in rural areas more confident in their own cultures.
The Effect of Automated Corrective Feedback On L2 Writing in POS Categories

Automated corrective feedback is the processing of the Computer-Assisted Language Learning used in L2 English writing assessment that is ubiquitous in current L2 practice and research (e.g., Chen,2016; Chukharev & Saricaoglu,2016;Gao et al, 2020).This research examined the effect of automated corrective feedback of Pigainet as a kind of Computer-Assisted language learning instruments in English writing revision.Data were collected from 591 drafts of 31 participants who submitted their drafts on Pigainet and coded as errors frequency ratios according to POS category.Findings suggested that Pigainet could help participants revise their writing errors of Article, Verb, Preposition, and Noun.
A Study on the Influence of Age on Learning Effectiveness of English Second Language Learners

The critical period hypothesis (CPH) proves a limited and specific period of language acquisition.Penfield and Roberts first supported CPH in 1959.Later, Lenneberg also supported it in late 1967 [1].Based on the necessity of finding out the relationship between language learners' starting age and academic achievement, this paper explores the second language acquisition of 191 subjects of different ages from 7 to 9. Examinations and interviews were conducted in the study.The results show that learners of different ages have different learning characteristics, and there is a close relationship between the starting age of language learners and their English mastery ability.In other words, the language learners, whose starting age is younger, have more advantages than those whose starting age is older.At the same time, some suggestions on teaching methods are put forward for learners of different ages in order to improve teaching efficiency.
A New Approach on Density-Based Algorithm for Clustering Dense Areas

This paper presents a new approach to density-based clustering for the identification of dense areas. In particular, the focus is on identification of breast masses in the X-ray imaging of a mammography. The idea was to apply cluster analysis by identifying breast masses as clusters, understood as dense regions of space separated by areas of lower density. Attention was focused on a particular method of clustering based on density, the DBSCAN, proposing a new approach by applying it to a real dataset: a supervised approach, based on ROC curves and a weighted distance, for the choice of input parameters.
PENYULUHAN BERKREASI DENGAN TAMPILAN WEBSITE YANG MENARIK

The development of the industry that is not in line with the provision of adequate manpower, especially for the management and tourism business sectors, has resulted in the need for manpower for these fields to be wide open. Realizing this, in 2006 the local government of the city of Batam took anticipatory steps to build a state vocational school 2 batam with the program of Accounting Expertise, Travel Business, Hospitality Accommodation and Catering located on Jalan Pemuda no. 5 batam center Batam Municipality, Riau Islands Province. SMK Negeri 2 Batam with the motto "Clean, Delicious, Diligent, Advanced, Tenacious, Skilled Superior (BERMUTU)" is managed as a school that implements a comprehensive dual system by developing through collaboration with relevant industries such as banking, the Indonesian Travel Association, Apindo, Kadin, and increasing the ability of teachers/staff so that they can play a good role with total quality management in order to make SMK Negeri 2 Batam an educational institution that has quality parallel to similar schools in Singapore/Malaysia, especially other ASEAN countries. The ability of Information and Communication Technology (ICT) that is adequate and directed today absolutely must be mastered by students so that they are ready to live in the era of cyber space and face the challenges of global competence that will have an impact on their lives. Besides being a compulsory subject for vocational students, ICT also has great potential in increasing student motivation.
The Sustainability of E-learning of the University Education System Generated by the COVID-19 Epidemic

The health crisis caused by Covid-19 has affected the whole world, even the university environment.With the advent of this virus, universities were closed as a measure to prevent and combat these health epidemics, so these measures had a significant impact on the teaching / learning environment in the university environment.Thus, this paper analysed how teachers adapt to the e-learning system before and during the pandemic.The authors start from the description of the importance of sustainability for universities in general and in particular in such a period of health crisis and, moreover, the importance and role of e-learning during the period of health crisis.The authors provide a description of teachers' perceptions of e-learning based on descriptive statistics and will conduct an empirical study in future research to develop these results.The results show that the e-learning system was indispensable during the pandemic, although the classroom teacher cannot be replaced by such a system.The novelty brought by the article is the analysis of the perception of teachers from Romanian university's regarding the acceptance of technology.This research also faces a few theoretical, practical and managerial limitations on the number of respondents, the synthetic way of analysis, and the evolution over time of the results, and the perception of the usefulness and acceptance of the e-learning system.