Reviewerly/exHarmony huggingface dataset:
THE ESSENCE AND SPECIFICS OF THE CONCEPT OF «DIFFERENTIATION OF LEARNING»: INFORMATION FOR TEACHERS

The article emphasizes the importance of acquainting teachers with the essence and specifics of the concepts of «differentiation of learning», «differentiated approach» and «differentiated learning». Appropriate interpretations of domestic and foreign scientists and methodologists for acquaintance of teachers are placed. Emphasis is placed on the diversity of opinions on the identity of these concepts, the specifics of the relationship. Author’s definitions of these concepts are offered. «Differentiated approach» is interpreted as an approach to learning, which is characterized by a focus on the optimal development of each student; application of division, fragmentation, classification, diversity and variability; application in the conditions of individual or collective educational activity; the possibility of different degrees of implementation. «Differentiated learning» is defined as a comprehensive system, the introduction of which in the educational process involves determining the complexity and pace of learning in accordance with individual characteristics of individual students and groups of students, the use of appropriate forms of learning and learning activities, methods and teaching aids. The term «differentiation of learning» is characterized by an emphasis on the word «differentiation», which motivates a detailed consideration of the specifics of the functioning of a complex mechanism in a particular case. Specific examples are given to explain the concepts of «learning differentiation», «differentiated approach» and «differentiated learning» in the context of the application of relevant aspects in the educational process of the modern school.
Consideration of Docker based network deployment for a data center: GSDC in Korea

For various operational reasons, this study presents a design and testbed environment for applying Docker-based system to a data center in Korea. We describe the design process of Docker based network. First, abstract structure is presented. Second, two conceptual routing models are provided. Third, the network plugin selection is stated. Then, we build Docker based system on a testbed environment as a pre-study for deployment to the entire system. There are plenty of factors to consider for the overall deployment. Representative factors include the routing method inside the server, the number of containers in a server, service arrangement by container, and response to equipment replacement. To evaluate those factors, various study should be performed with key system parameters. The proposed testbed environment can be utilized to obtain key system parameters. Applying Docker system to a data center can be remarkably efficient in terms of operations. The workload of operator will decrease, and scalability and flexibility will increase.
The Impact of Pandemic Covid-19 on Museum Existence

This study aims to provide an overview impact of the Covid-19 pandemic on museum activities, especially those in Jakarta.The method used is a descriptive qualitative method.This study uses sources based on secondary data from online news platforms, research results, journals, and other references that are related to research.Techniques used in data collection using documentation techniques.The conclusion from this research is that there are several impacts, both positive and negative, which greatly influence the existence of the museum.The main impact on museums during the pandemic was a decrease in visitor numbers and museum closures, constraints on museum maintenance, and an increase in the museum's digital services.
Rekomendasi Tatakelola IT dengan Acuan Cobit 5 pada Struktur Organisasi Sekolah Vokasi

Vocational education institutions will be able to carry out their functions and objectives if they have supporting elements that contribute to the goals of the institution. One of the supporting elements is resources. Various resources in vocational institutions have a role to accelerate the realization of institutional goals. Information technology resources play a role in facilitating the activities of institutions in the IT field. The purpose of this study is to know whether the organizational structure that handles IT in schools SMK Jenangan is an appropriate IT governance COBIT. The methodology used by the descriptive. survey research data. Based on the findings obtained, this institution is still lacking staff in different positions. After conducting research obtained There are 5 primary IT-related goals of 20 processes COBIT5. The result is an adjustment in the form of recommendation IT governance resources requirements along with the tasks and responsibilities which refers COBIT5 domain. The hope of research is the impact to changes in the organizational structure typewriter appropriate recommendations so software engineering division can optimal tasks.
3. Engaging Plain Language in the Technical Communication Classroom

This chapter retheorizes internships as pedagogical moments for students to learn what we have commonly called "soft skills."I argue that soft skills, which consist of communication, collaboration, ethics, work ethic, critical thinking skills, and the like, are fundamentally rhetorical skills that require individuals to learn how to read and respond effectively to different workplace situations, people, technologies, and problems.Workplace supervisors and human resource professionals across all disciplines agree that soft skills are highly desired by employers, but there is little agreement on if and how they can be taught to students.New internship configurations such as virtual internships, global internships, and online education make soft skills all the more necessary for success.If the most desirable quality in job seekers is soft skills, then we should actively teach and cultivate them.Today's internship practicum should include more about how to function effectively in a job using soft skills; as such we need to develop different pedagogical interventions that cultivate these skills.
USING A SMART CONTRACT AS A LEGAL TECHNOLOGY: NATIONAL AND FOREIGN LEGISLATIVE PRACTICE

<ns2:p>The modern period of development of society and the state is characterized by digitalization of all spheres of social life. One of the tools used in the process of digitization of law is a smart contract, which is considered as a program code intended for functioning in an information system and used as a form of fixing a set of obligations between the parties, as well as a method for automated fulfillment of these obligations. The purpose of the study is a comparative law analysis of the practice of legislating the concept of «smart contract» in legal acts of different states and the justification for considering the use of smart contract as a legal technology. The methods: the author uses general scientific methods (system, historical, formal-logical), specific scientific methods (mathematical, linguistic) and special-legal methods (comparative law, legal forecasting, interpretation of law). The results: the study concludes that the use of a smart contract could be considered as a special type of law enforcement technology representing an activity aimed at implementing the subjective rights and legal obligations of legal entities, carried out using self-executing program code that exists in the digital environment, which allows, first, to record and transmit certain legal information (in this case, a smart contract is considered as a type of written contract form), as well as to automate the fulfillment of obligations when certain conditions are met (in this case, a smart contract is understood as an automated technical method for fulfilling obligations).</ns2:p>
DETERMINAN KESIAPSIAGAAN SISWA DALAM IMPLEMENTASI PENGURANGAN RISIKO BENCANA MELALUI PENDIDIKAN FORMAL DI SMAN UNGGUL SIGLI KECAMATAN PIDIE KABUPATEN PIDIE

Background: Indonesia is an archipelago and it is located between the Pacific Ocean and Indian Ocean. &#x0D; Geographically, it is located in a series of tectonic plates of Australia, the Eurasian Pacific and the &#x0D; Philippines, which makes Indonesia vulnerable to geographical changes. Due to those reasons, Indonesia &#x0D; becomes one of the countries that has areas prone to disasters including earthquakes and &#x0D; tsunamis.Purpose: This study aims to analyze the relationship between knowledge and attitude variables, &#x0D; emergency response plans, early warning systems, and mobility of resources on student preparedness in &#x0D; implementing disaster risk reduction through formal education at SMA Negeri Unggul Sigli, Pidie Regency &#x0D; in 2020. Method: This was an analytical study with a cross-sectional design. The population in this study &#x0D; were 140 of students at SMA Negeri Unggul Sigli by using Stratified Random Sampling, 104 of students &#x0D; consisting of 50 boys and 90 girls. This research was conducted from Oktober - December 2020. &#x0D; Univariate, bivariate and multivariate data analysis with Chi-square test and Logistic Regression test were &#x0D; used in this study. Results: Based on the results of the bivariate analysis with the Chi-square statistical &#x0D; test, there was a significant relationship between With variables; Knowledge and attitude with a p value &#x0D; of 0.022; Emergency response plan with p value of 0.002; Early warning system with p. value: in the amount &#x0D; of 0.000; and Resource mobility with p. value of 0.006. on student preparedness in implementing disaster &#x0D; risk reduction (p≤.0, 05). The results of multivariate analysis with multiple logistic regression tests obtained &#x0D; variables that had a significant effect on student preparedness in implementing disaster risk reduction &#x0D; (PRB), namely: the Resource mobility variable with a coefficient of B. 0,512 and Exp (B) of 5,99. This &#x0D; means that students who get an the resource mobility well have a greater chance of being ready to &#x0D; implement disaster risk reduction 5,99 than students who do not get an the Resource mobility properly.&#x0D; Conclusion: obtained variables that had a significant effect on student preparedness in implementing &#x0D; disaster risk reduction (PRB), namely: the Resource mobility variable.
Learning Relatedness between Types with Prototypes for Relation Extraction

Relation schemas are often pre-defined for each relation dataset.Relation types can be related from different datasets and have overlapping semantics.We hypothesize we can combine these datasets according to the semantic relatedness between the relation types to overcome the problem of lack of training data.It is often easy to discover the connection between relation types based on relation names or annotation guides, but hard to measure the exact similarity and take advantage of the connection between the relation types from different datasets.We propose to use prototypical examples to represent each relation type and use these examples to augment related types from a different dataset.We obtain further improvement (ACE05) with this type augmentation over a strong baseline which uses multi-task learning between datasets to obtain better feature representation for relations.We make our implementation publicly available:
Biodiversity in NLP: modelling lexical meaning with the Fruit Fly Algorithm

The natural world is very diverse in terms of biological organisation, and solves problems in a wide variety of efficient and creative manners.This biodiversity is in stark contrast with the landscape of artificial models in the field of Natural Language Processing (NLP).In the last years, NLP algorithms have clustered around a few very expensive architectures, the cost of which has many facets, including training times, storage, replicability, interpretability, equality of access to experimental paradigms, and even environmental impact.Inspired by the biodiversity of the real world, we argue for a methodology which promotes 'artificial diversity', and we further propose that cognitively-inspired algorithms are a good starting point to explore new architectures.As a case study, we investigate the fruit fly's olfactory system as a distributional semantics model.We show that, even in its rawest form, it provides many of the features that we might require from a good model of meaning acquisition, and that the original architecture can serve as a basis for cognitively-inspired extensions.We focus on one such extension by implementing a mechanism of neural adaptation.
Usability Study on Healthy Food Restaurant Finder

Good nutrition is an important part of leading a healthy lifestyle. However, it is not easy to maintain a well-balanced diet every day especially when we are eating in a restaurant. Besides, people nowadays have low awareness about the food ingredients and it is not easy to measure the nutrition when people are preparing their own food or having meal outside. In addition, application such as Foodpanda, GrabFood and Facebook only recommend users about the best restaurant but do not includeinformation about healthy eating. Therefore, the purposeof this project namely Healthy Eat Out application, is to help people to find the nearby healthy food. The app is developed using Android Studio via prototyping methodology to achieve user’s requirements. This application is able to give information about food ingredients to users including how much calories the foodcontain. This can help to extend the knowledge of user about healthy food and create awareness of people when choosing eating outside.
Improving the quality of university library services to meet the requirements of basic educational quality accreditation

This paper examines the results of quality accreditation of library criteria retrieved from universities (according to the set of standards issued by the Ministry of Education and Training) from 2016 to the present. By studying the limitations of libraries, recommendations from external organizations for quality accreditation and identifying the causes, the authors propose solutions to improve the quality of university library services. Proposed solutions involve the library's initiative in understanding user needs and providing services that meet the needs of learners and stakeholders, carrying out good management of libraries and periodically surveying users to better the quality of library services
Prospective Vision of the Implementation of E-learning Modules at the National Major University of San Marcos, Lima-Peru.

The article analyzes the incorporation of applied learning modules for undergraduate students of the Universidad Nacional Mayor de San Marcos' Administration career to learn more efficiently and dynamically. The Methodology considers the evaluation and review of the criteria taken in a survey to carry out the E-learning Implementation modules. The objective is to determine the factors that influence virtual teaching by validating the students' ability to use a new teaching process to apply any educational topic through this platform. As a result, five factors that influence virtual teaching were determined, validating students' capacity and predisposition to acquire new knowledge through new learning methodologies using virtual media;using these E-learning modules is recommended in conjunction with the Flipped Classroom or B-Learning methodology. It was also determined that only 30% of the students who have taken several virtual courses within their curriculum feel comfortable with this methodology since it requires an entirely didactic and easy to handle system to teach the subject matter.
Analysis of Reading Material and Students’ Perception Towards Buku Bahasa Inggris at Grade X Semester II of SMAN 4 Payakumbuh

The aim of this research is to describe how are reading materials in Buku Bahasa Inggris in aspect texts and task viewed from teachers' and researcher's perception and also the perception of the students toward this reading materials in this students' textbook.The main source of teaching materials comes from textbook.This research analyzes reading materials in students' English textbook of 2013 curriculum for grade X semester II.Source of the data in this research is divided into two.First is analysis checklist of reading materials in the students' English textbook of 2013 curriculum for grade X semester II filled by three analysts?Two analysts are English teachers at SMAN 4 Payakumbuh and the other one is researcher herself.The checklist includes two indicators of reading material that are texts and tasks of reading materials.Second is the questionnaire of students' perception toward reading materials.After all the collected, it found that the reading texts in this textbook have fulfilled the criteria.The aspects are interest, authenticity, cultural background knowledge, layout, visual, and value.On the other hand, the lexical knowledge in the reading text is not suitable with the students' level.There are too many unfamiliar words found in each reading text.Then, the reading tasks in the students' English textbook do not provide variety of questions in the task.There was not any question that reflected guessing meaning from the context.Last, the students viewed that the reading text are too long and many difficult words that make them cannot understand the text well and hard to answer the questions in reading tasks.
Effect Of Execution Time Analysis Epl Program For Computational Thinking Of Elementary School Students ^

Software education has emerged as a hot topic around the world, with the goal to raise interests on computational thinking. However, assessments on the computational thinking have not been actively conducted thus far. According to a study by Lee (2019), which analyzed 138 papers on computational thinking published in Korean journals from 2015 to 2018, software education has been introduced and studies on computational thinking are being conducted, but studies on teaching methods that2 improve computational thinking are needed. In this study, we developed and applied a primary educational programming language(EPL) program focused on execution time analysis aimed at improving computational thinking. By using the “Bebras Challenge” as an assessment tool and SPSS as a statistical tool, educational effects were analyzed through the results of pre- and post-computational thinking assessments. The analysis outcomes showed that the EPL education focused on execution time analysis was effective in improving the computational thinking of elementary school students. Putting execution time analysis EPL into primary software education as an educational topic will be effective in improving computational thinking.
Post-editing machine translation experiments

International scientific and practical conference «Philological sciences, intercultural communication and translation studies: theoretical and practical aspects» : conference proceedings, February 26–27, 2021. Venice : Izdevnieciba «Baltija Publishing», 2021. 400 pages.
DRAMATIZATION STRATEGY AND JUNIOR HIGH SCHOOL STUDENTS’ READING MOTIVATION

This study is motivated by many expert opinions which state that the students' reading motivation in Indonesia still needs to be increased. The researcher tries to answer the problem by trying out a Dramatization Strategy in reading learning with the aim of increasing reading motivation. This strategy is carried out by developing students' cognitive and metacognitive abilities. The experimental method with a factorial design is chosen to determine the effectiveness of the Dramatization Strategy, either for readers with high- or low-level reading comprehension. The data sources of this study are 101 students of Madrasah Tsanawiyah in Bandung Regency and Bandung City. The results of the study show that the Dramatization Strategy is effective in increasing reading motivation, especially for improving reading skills and for social interaction. The implication of the study is the need for the application of the dramatization strategy by adjusting the teachers’ insights and abilities in identifying students' reading motivation.
Penerapan Aplikasi Location Based Service Dalam Penangganan Gangguan Jaringan Berbasis Mobile

Location Based Service is the ability to find the geographic location of a mobile device and provide services based on the location it gets. The development of location base service applications has been widely used today, one part that needs attention to be applied by this application is the handling of network disturbances in service companies. In the field of handling network disturbances, there are problems, namely where there are still delays in handling disturbances, this is due to the length of time searching for the location of the disturbance. This paper aims to improve the handling of network disturbances using mobile devices. With a mobile device that is integrated with location base service, it can solve the problem of delay in handling network disturbances.
Contextual Similarity Among Identifier Names: An Empirical Study

Identifiers are one of the most important sources of domain information in software development. Therefore, it is recognized that the proper use of names directly impacts the code's comprehensibility, maintainability, and quality. Our goal in this work is to expand the current knowledge about names by considering not only their quality but also their contextual similarity. To achieve that, we extracted names of four large scale open-source projects written in Java. Then, we computed the semantic similarity between classes and their attributes/variables using Fasttext, an word embedding algorithm. As a result, we could observe that source code, in general, preserve an acceptable level of contextual similarity, developers avoid to use names out of the default dictionary (e.g., domain), and files with more changes and maintained by distinct contributors tend to have better a contextual similarity.
Pengembangan E-Book Fisika Dasar Berbasis Pendekatan Saintifik Pada Materi Usaha, Energi, Impuls, dan Momentum.

This study aims to (1) produce an E-Book based on a scientific approach on the material of Business, Energy, Impulse and Momentum, (2) to find out students' perceptions of E-Book based on a scientific approach on the material of Business, Energy, Impulse and Momentum. This research design uses a 4D research and development design which consists of four stages, namely define, design, develop, and disseminate. The data analysis in this research is descriptive quantitative and qualitative data analysis. From 15 respondents, 66.7% of respondents said that basic physics material is difficult to understand. In the material of Business, Energy, Momentum and Implus, it has a difficulty percentage of 60%. As many as 86.67% of students agree that the scientific approach is suitable for use in the Basic Physics course process