Reviewerly/exHarmony huggingface dataset:
Planning and Design Considerations for Data Centers

This report shares important lessons learned from establishing small- to mid-size data centers. These data centers were established within their own organization and for client organizations within the United States government to support development and operations. Their current focus is to establish on-premises data centers that support modern DevSecOps practices and enabling technologies.This report is intended to help information technology (IT) personnel and management who are responsible for designing and deploying data center technology to become familiar with topics that must be addressed for a successful outcome. While it is beyond the scope of the report to delve into all the details associated with implementing data center operations, it will help IT personnel and management get started.
신정언의 야담에 나타나는 대중지향성과 그 한계 - 조선 후기 야담과의 비교를 중심으로 -

Sin Jeong-eon was a historical storyteller who was active in the 1930s and was enthusiastically supported by the public. He took the material of the Yadam from the previous literature, adapted and embellished it to suit public taste.Comparing Sin Jeong-eon''s yadams to those of the late Joseon Dynasty, the popular orientation is as follows.First, he formed an affinity with the public with traditional motifs and ethics. And he emphasized the things of the past, the inherent things of Joseon, and reduced the repulsion that the public could feel in previous yadams. He also tried to communicate with the public with emotion and empathy. The tears of grief poured out by the characters in Sin Jeong-eon''s yadam provided catharsis to the public who had to suffer the sorrow of ruin for Japanese colonial era. Finally, he was considerate of the public by developing and supplementing the yadam so that they could understand it.In addition, he added significance to his yadam by supplementing the compressed or omitted parts of the previous yadam and helping the public understand the yadam.The popular orientation of Sin Jeong-eon''s yadams contributed to the popularization of yadams in modern times. However, it lost its epic dynamism as seen in previous novels by defending traditional ideologies and ethics and expanding the sentiment of tears.
Robust Feature Based Automated Multi-View Human Action Recognition System Using Machine Learning

An automatic human action recognition technique is proposed in this paper. The main intention of this paperwork is to provide a new approach for image recognition using an artificial neural network. In multimedia processing and traditional techniques, human-machine interaction is a research topic for communication that allows disabled people to communicate easily with machines. Human body shapes which cause the change in appearance is also in the study for human action recognition. Our work focuses around human action recognition from a video scene. The given input image is pre-processed by Gaussian filter and a mean Eigen space is produced by taking a mean of the similar postures. In addition to these observances, we used Artificial Neural Network which produces the robustness.
Scrambled Translation Problem: A Problem of Denoising UNMT.

In this paper and we identify an interesting kind of error in the output of Unsupervised Neural Machine Translation (UNMT) systems like Undreamt1. We refer to this error type as Scrambled Translation problem. We observe that UNMT models which use word shuffle noise (as in case of Undreamt) can generate correct words and but fail to stitch them together to form phrases. As a result and words of the translated sentence look scrambled and resulting in decreased BLEU. We hypothesise that the reason behind scrambled translation problem is ’shuffling noise’ which is introduced in every input sentence as a denoising strategy. To test our hypothesis and we experiment by retraining UNMT models with a simple retraining strategy. We stop the training of the Denoising UNMT model after a pre-decided number of iterations and resume the training for the remaining iterations- which number is also pre-decided- using original sentence as input without adding any noise. Our proposed solution achieves significant performance improvement UNMT models that train conventionally. We demonstrate these performance gains on four language pairs and viz. and English-French and English-German and English-Spanish and Hindi-Punjabi. Our qualitative and quantitative analysis shows that the retraining strategy helps achieve better alignment as observed by attention heatmap and better phrasal translation and leading to statistically significant improvement in BLEU scores.
THE EFFECT OF PARENTAL ATTENTION ON MATHEMATICS LEARNING OUTCOMES TO FIFTH GRADE STUDENTS OF PUBLIC ELEMENTARY SCHOOLS IN KEBUMEN SUB-DISTRICT IN ACADEMIC YEAR OF 2019/2020

&lt;em&gt;The study aimed to determine the effect of parental attention on student mathematics learning outcomes and to determine the contribution of parental attention on mathematics learning outcomes to fifth grade students of public elementary schools in Kebumen sub-districts in academic year of 2019/2020. It was quantitative correlational method. The prerequisite analysis test used normality and linearity. Data analysis used simple correlation test and significance level. The result showed that there was positive and significant correlation between parental attention and mathematics learning outcomes. The correlation level was moderate (0.248). Parental attention contributed 8.1% on mathematics learning outcomes. It concludes that there is positive and significant correlation between parental attention and mathematics learning outcomes to fifth grade students of public elementary schools in Kebumen sub-district in academic year of 2019/2020.&lt;/em&gt;
The Korean Context of the Discussion of Public History and the Public Historians

This article explores the discussion of “public history”, which has been heating up the history academia recently, in the reality of Korea, not in the theoretical dimension. The historical background behind Korean society’s acceptance of the concept of “public history” is three contexts: popularization of history, paradigm shift in historical research, and the “crisis of history” discourse. In particular, regarding the “crisis of history”, there were two factors that emphasized “the greatness” of ancient history and “the glory” of contemporary history, the “history consumption” problem in the public sphere, which had little to do with historical research, and the employment of historians. This situation was the reason why the introduction of the concept of “public history” was delayed, and at the same time the background that the discussion of public history began in Korea. The concepts of “popularization of history”, “consumption of history”, and “history/cultural content” have served as alternatives to “public history” in Korean society. Public history shows a clear distinction, although there are aspects that share a significant sense of problem with these concepts. This is because it contains concerns and philosophies about the pursuit of “historical publicness” that cannot be found in other concepts. Roughly speaking, public history refers to “practicing and reproducing various history outside of academia”, and public historians are understood as “historical experts and non-professional history lovers who participate in public history.” From this perspective, public history exists in abundance throughout Korean society. The existence and activities of public historians who describe/represent/practice history with their own expertise in the field of public history such as museums, memorial halls, media, schools, communities, and internet spaces where criticism and discourse take place are public history. In the future, discussions on public history should take a step further with specific and critical analyses of various sites that are closely attached to the reality of Korea.
Advanced Azure Networking

In the previous chapter, we spoke about different types of storage options and how and when we should use them.
Pelaksanaan Kegiatan Pembelajaran Membaca, Tulis Dan Hitung (Calistung) Untuk Meningkatkan Kemampuan Matematis Santri TPA Al-Ukhwah di Desa Tanjung Deah, Aceh Besar

This community service activity is motivated by the low level of mathematical ability of TPA children in learning to read, write and count. This activity aims to increase the mathematical ability of Al-Ukhwah TPA children in the fields of reading, writing, and arithmetic. The implementation of this activity was carried out using descriptive research methods with a qualitative approach. The findings in this service are 1) Knowing the importance of learning to read, writing and counting, 2) Researchers can carry out this activity in several ways, including designing methods or strategies and teaching materials, providing motivation and teaching, and selecting assignments to be given, 3) Reading, writing and arithmetic activities can improve children's mathematical abilities.
MACA: A Residual Network with Multi-Attention and Core Attributes for Code Search (S)

Code search technique has gradually become a key skill to accelerate software development.However, the current deep learning methods only use the encoded results and ignores the original content of the code.Besides, the feature expression of the code is too single, which makes the model's understanding insufficient.And the last problem is the lack of separate processing of core attributes, which will cause the model to lack differentiated learning of the attributes with different importance.Therefore, we propose a residual network based on Multi-Attention, so that the model can not only retain the original content of the code but also allow the code to perform a large number of combined learning in different aspects to obtain differentiated features.Then we treat three core attributes and specific implementation of the code differently so that the model can pay extra attention to the core attributes.We use 158,201 Java code-comment pairs for training.In our experimental results, our model is 9.5% higher than the existing method on the indicator of MRR and 12% higher on the SuccessRate@1.
Setting Up an Enterprise-Level App

Whether you're a newbie or an expert in the programming space, you must have wondered one way or the other how other developers set up and configure their starting project application, right?
Analysing the discursive strategies in the narratives of victims of an Egyptian sex predator: a corpus-assisted Discourse Historical approach

Stories about a young man raping and sexually harassing a hundred women and minor girls flooded Egyptian social media since the beginning of July 2020. 100 narratives reporting this man's verbal and physical abuse of his victims were posted on an Instagram account called @assaultpolice. The story of this person who was dubbed, the ‘Sex Predator’, trended on Twitter and Instagram, and was then picked up by many Egyptian talk shows. The focus of social media and TV channels on the events of this story motivated the Egyptian National Council for Women (NCW) to interfere and stand by the victims by reporting the case to the Prosecution Council. This created a controversy in such a conservative society as Egypt which has always tended to blame the victim of any kind of sexual abuse. This paper uses a corpus-assisted Discourse Historical approach to analyse these narratives and explore how they construct the sexual aggressor and the victims.
Manejo de la tecnología por parte de los docentes

The advance of COVID in Paraguay and in the world has led to a change in the routine in the educational field, with the suspension of face-to-face classes evidencing the need to use technology. In this context, this research aims to describe how the management of technology affects the teachers of the Basic School Education Region 1 Level 1 Cerrito, Laureles and Villalbin in the year 2020, to determine the difficulties and limitations of the management of the ICT, identify the skills of teachers in their use for their application in the teaching - learning process, cite the progress and improvements obtained in the process, identify the most common interaction mechanism used by teachers and students.The methodology will be descriptive, quantitative and cross-sectional, it includes the description, registration, analysis and interpretation of the data obtained, as well as the design and application of the instrument to obtain the results, compare them with the theoretical bases, primary and secondary information, generate conclusions and recommendations.The reality in the use of technology (equipment and platforms) of teachers before and during the pandemic is made known, its use in the Teaching-Learning process, experiences of teachers are collected, it is concluded and recommendations are given
Towards Plug-and-Play Visual Graph Query Interfaces: Data-driven Canned Pattern Selection for Large Networks

Canned patterns (i.e., small subgraph patterns) in visual graph query interfaces (a.k.a GUI) facilitate efficient query formulation by enabling pattern-at-a-time construction mode. However, existin...
Upaya Meningkatkan Hasil Belajar Matematika pada Materi Perkalian sebagai Penjumlahan Berulang dengan Penggunaan Media Gambar pada Siswa Kelas III SD Negeri 118272 Aek Kulim Tahun Ajaran 2018/2019

This study seeks to solve problems in the teaching and learning process in class, with the aim of the research being to increase the activities and results of learning mathematics on the subject of multiplication as repeated addition with the use of image media in grade III students of SD Negeri 118272 Aek Kulim for the 2018/2019 academic year. This study uses Classroom Action Research with a qualitative description approach. The method used to collect data is to use the test method to determine data on student learning outcomes and observation methods for student activities, as well as supporting data in the form of researchers' diaries, for research development using data techniques.The results showed that there was a significant increase in the improvement of student learning outcomes, namely the pre-cycle results: The average score of students was 45.97, and students who scored above the KKM (> 70) were 6 students (19.35% completeness). classically), and those who scored below the KKM ( 70) were 16 students (51.61% completeness classically), and those who scored below the KKM ( 70) are 27 students (87.10% completeness classically), and those who score below the KKM (<70) as many as 4 students (12.90%) completeness in classical).
Denzer, J., &amp; Sharona, G. (2020). Terrific Makerspace Projects : A Practical Guide for Librarians

"Denzer, J., & Sharona, G. (2020). Terrific Makerspace Projects : A Practical Guide for Librarians." Journal of Web Librarianship, 15(4), pp. 249–250
An Electronic Digital Library Using Integrated Security Methods And Cloud Storages

In earlier days, the customer retrieved library materialized structured information are difficult due to enormous database acted in particular location.This paper deals the privacy and security concern includes threats, attacks, data integrity, data leakage, data availability, loss of control, vulnerability and flaws during distribution of services, resources and information.This technique verifies customer verification and validation between cloud clients and cloud providers.Storing the library information system in digital manner is essential through cloud technologies.As an outcome, library consumers can access resources from outside of physical library using cloud methods.This proposed method enforces the use control and access log technique to reduce the data leakage, improve the efficiency and user privacy of the confidential information.It evaluates the several challenges and issues of cloud such as user authentication, data availability, data confidentiality in a cloud environment.This paper depicted the various investigation reports and reviews of various researchers on electronic digital information based library and its resources by cloud methods and storages.This system provides a scheme of a cloud storages functional construction for building knowledge based digital library.Client's confidential data are stored in global data center storage and numerous local data centers through redundant array of independent disk method in this cloud environment that leads to recovery from the user control and data leakage.This new innovative flexible system delivers the combination of methods like multi-level security with data availability on dissimilar storages, encryption and decryption technique with customer verification and validation method.The electronic digital library resources and services create novel development in scheme of multiple storages with respect to information access and distribution of confidential data in cloud.The multiple cloud storage architecture for digital electronic library offers data handling, speedy transmission of information and linking of communication among library patrons and cloud providers.It will endorse the maturity level from official level members to higher administrate that meet user request and identify the defensible development of knowledge based digital library system.This capable digital library system maintains the cloud computing environment with better performance evaluation.This functional structure progressively established electronic digital library knowledge management by means of user participation.This digital library using multiple cloud storage implementations creates well organized data integration, reduced cost, accessible any-where at any time of services and resources, scalability, elasticity and portability.Furthermore, cloud security and privacy enquiries know the ability of the adaptable digital library system using cloud computing techniques and extent abundant effectiveness with protected cloud environment.
An overview of the influence of IoT on computer communication network

With the rapid development of society, computer network technology has also reached a new high, and especially the product of the evolution of the Internet - IoT, the influence of the computer communication network is more and more obvious. Internet of things technology can affect the total number of computer communication network project access to a certain extent, but also enrich the types of Internet communication network, the most important thing is that IoT can improve the stability and security of computer network communication itself, so it is very necessary to study IoT in today's view.
AN ERROR ANALYSIS OF STUDENTS’ DESCRIPTIVE WRITING AMONG THE TENTH GRADE STUDENTS OF SMKN 1 PRAYA TENGAH IN THE 2020/2021 ACADEMIC YEAR

Abstrak Tujuan penelitian ini adalah untuk menemukan yang paling umum dan sumber kesalahan yang dibuat oleh para siswa dalam tulisan deskriptif. Sampel studi ini adalah 30 siswa. Penulis menggunakan deskriptif kuantitatif dan kualitatif metode analitis. Sang penulis menganalisis jenis-jenis kesalahan dengan menggunakan teori Azars dan sumber kesalahan dari teori Brown. Hasil riset itu menyingkapkan bahwa jenis kesalahan yang paling banyak hingga yang paling tidak umum dalam tulisan para siswa. Hasil penelitian mengungkapkan bahwa sebagian besar jenis kesalahan adalah mengeja dengan 24,30% kemudian pengajaran perulangan adalah guru bahasa inggris harus memberikan lebih banyak latihan dalam mengajar dan belajar proses bagaimana mengeja dengan benar kata-kata. Selain itu, sumber yang paling salah adalah intralingua transfer dengan 54,58% kemudian pengajaran pemulihan adalah, guru harus memberikan penjelasan lebih lanjut tentang aturan tata bahasa inggris terutama dalam aspek tata bahasa untuk mengurangi kesalahan siswa.  Kata kunci: kesalahan, kesalahan, analisa kesalahan, tulisan deskriptif Abstract The purpose of this study was to find the most typical errors and sources made by the students in descriptive writing. The samples of this study were 30 students. The writer used the descriptive quantitative and qualitative analytical method. The writer analyzed the types of error by using Azars’ theory and the source of error by Brown’s theory. The result of the research revealed that the most up to the least common types of errors on the students’ writing. The result of the research revealed the most types of error was spelling with 24,30% hence the remedial teaching is the English teacher should give more practice in teaching and learning process how to spell correctly the words. Furthermore, the most source of error was intralingua transfer with 54, 58% thus the remedial teaching is, the teacher should give more explanation about the rule of English grammar especially in grammatical aspect in order to reduce the students’ error. Keywords : error, mistake, error analysis, descriptive writing
A Study on the Relationships between Elementary School Principal's Positive Leadership and Teacher's Organizational Citizenship Behavior in Remote Area in Taiwan

The aim of this study was to investigate the current state and related situations of the relationship between principal’s positive leadership and teacher’s organizational citizenship behavior of elementary schools in Hualien County.&#x0D; This study adopted questionnaire survey, using stratified random sampling to select 347 public elementary teachers in Hualien County. The research tool was the “Questionnaire of the Relationship between principal’s positive leadership and Teacher’s organizational citizenship behavior of elementary schools” adapted by the study. A total of 326 valid questionnaires were collected, with the effective recovery rate 93.9%. The data obtained were analyzed and tested with descriptive statistics, t-tests, one-way analysis of variance, product moment correlation, and multiple regression analysis. The following conclusions were reached.&#x0D; &#x0D; 1.The overall current situation of principal’s positive leadership and teacher’s organizational citizenship behavior of elementary schools was good.&#x0D; 2.Principal’s Positive Leadership and Teacher’s organizational citizenship behavior of elementary schools was significantly positively related.&#x0D; &#x0D; Principal’s Positive Leadership of elementary schools could effectively predict Teacher’s Organizational Citizenship Behavior.&#x0D; &#x0D; &#x0D; Finally, based on those findings, the study suggests some implications of administrative authorities, elementary school principals, teachers, and further studies as well
Social Capital, Performance of SMEs, and COVID-19 Pandemic

The aim of this working paper is to explore the relationship between social capital and the performance of SMEs and articulate the ways of using the social capital as an instrument to address the performance of the SMEs in context of Covid-19 pandemic. Further, this review identifies the unexplored areas related to concepts ‒ social capital, SME performance, and Covid‒19 pandemic which will pave the way for further research in area focused. . The review and discussion on existing state of knowledge disclosed the key areas which create link between social capital and SME performance. First, the investigation of the impact of externalities on SMEs performance, especially the impact of COVID-19 pandemic, and how the social capital could assists to minimize the effect were divulged. Then, the way of allocating social capital to intensify the success of SMEs in the internationalization process was revealed. Accordingly, with the growing significance of the banking institutions during the pandemic period, investigating the banking relationship as an external social capital with the SMEs performance was recognized as one of the critical areas in the pandemic situation. Lastly, during the era of treating customers like the kings of the market, interaction among innovation, marketing capabilities, and social capital to facilitate the competitive performance of SMEs have been substantially addressed. Findings suggested that investigating the dynamic environmental changes of SMEs and social capital influence are vital to stimulate the sustainable competitive advantage of SME sector in the intensified economic competition.