Reviewerly/exHarmony huggingface dataset:
USING SOCIAL NETWORKS IN EDUCATION

Change and development are bound to occur in every field of social life.The centres of the change to occur in the area of education are the schools.Increasing student success is related to the continuous and creative operation of the schools in this process.Schools should put this change and the transformation surrounding themselves into practice within the body of their own organizations.Technological developments need to be integrated into school programs and the teachers should be informed in this regard.The teacher must be a part of this change.Teachers must adapt to both their professional development and the changes in the education and training environments.Increasing use of social media every other day will help this change.Education is an indispensable element of social life.The most important investment a society may make in their own future is education which includes the transfer of culture.As education is so much important, the significant role of the teachers comes to the fore one more time.In order to raise individuals beneficial to their societies, it is a must to shape the education and training environment in line with the requirements of a transformed world.In a world where society shapes the educational environment and the educational environment shapes the school, it is required to restructure the education and training environment in a way that fits with the future needs and to design it in a manner that meets the current necessities of the renewed world.In today's world, developing technologies lead to the emergence of new approaches in the area of education.Traditional learning equipment gives room to educational technologies in time.In this respect, social networks provide a conducive environment for learning and education.Teachers have the opportunity to increase their knowledge, skills, and capabilities by using social networks.This research studied how and to what extent social networks are used in the area of education and training.A mixed-method (ordered alternatives design) was used in the research to collect and analyze the quantitative and qualitative data sequentially.The data of the research were obtained from the branch teachers serving at the secondary schools in the province of Nevşehir that are affiliated with the Republic of Turkey Ministry of National Education.It is found during the research that teachers are actively using social networks and that they tend to access and analyze the information and contents shared in the social network groups, and to contribute to such contents.Moreover, the teachers mentioned that they personally make use of various social network contents in the education and training environment.
Improvising Field Research in COVID-era Hackerspaces

Hackerspaces and makerspaces are community-oriented technology and art workshops facilitating new forms of public life and filling infrastructural gaps in cities (but for the sake of brevity, I refer to both as hackerspaces here). My dissertation project aims at understanding how hackerspaces relate to the built environment and how they create new imaginaries of citizenship in U.S. cities like San Francisco and Detroit. Here I reflect on some of the challenges I faced researching these spaces as they constantly adapted to unaccommodating city environments before and during the pandemic. During my field research, I had to learn to follow them through their various improvisational strategies.
THE ORBITAL DYNAMICS OF ARTIFICIAL SATELLITES IN 14:1 RESONANCE

In this work, the orbital dynamics of synchronous satellites is studied.The considered resonance is 14:1; in other words, the satellite completes fourteen revolutions while the Earth completes one.In the development of the geopotential, the zonal harmonic J 20 and the tesseral harmonic J 1414 are considered.The order of the dynamical system is reduced through successive Mathieu transformations and the final system is solved by numerical integration.Numerical results show the phase space with the libration and circulation regions, the time behavior of the semi-major axis and the φ 2 angle.
PRIMARY SCHOOL TEACHER’S USE OF EDUCATIONAL AND METHODOLOGICAL MEDIA COMPLEXES: STATE OF PRACTICE

In the article, one has experimentally verified the state of practice regarding the use of educational and methodical media by a primary school teacher. One has analyzed the role of educational and methodical media complexes is analyzed, clarified the reasons for the subsisting disadvantages are clarified, revealed the possibilities of an integrative approach to the organization of education in primary school, and the needs of teachers and others. One has admitted that the aspects of the activity that correspond to the educational and methodological media complexes function mostly in an isolated manner. Concerning this approach, certain elements of management in general secondary education establishments cannot ensure a full and effective formation of a holistic system of modern visual aids of student learning. One has conducted a comparative analysis of curricula and programs in sundry disciplines, selective observation of teachers’ activities in the classroom. One has outlined the significance and pedagogical possibilities of educational and methodical media complexes. The scale of continuity levels with the use of conditional names of educational and methodical media complexes is developed: “General concepts and definitions”; “Peculiarities of media for primary school”; “Basic teacher training for media use”; “Special training of primary school teachers for media use” and “Creative use of media complexes”. One has proved that all educational and methodical media complexes should not only interact but obey the logic of continuity, where coordination occurs simultaneously as to a paramount number of diverse parameters (virtual, psychological, gnoseological, sociological, organizational, etc.), the importance of which must be taken into account. The results of the analysis have shown that in some cases one coordinates the aspects of the activity that ensure the functioning of the components that correspond to these educational and methodological media complexes only formally, on the basis of superficial, arbitrary connections. One has confirmed the research of potential opportunities for the implementation of the proposed media complexes in general secondary education establishments due to expert assessments of the perspective implementation in the educational process. One has applied the author’s methods on the example of the subject of Fine Arts for practical implementation and preliminary diagnosis. The carried out analysis of the state of practice has made it possible to conclude about the appropriateness of forming educational and methodological media complexes on the basis of integration, the necessity to model their activities based on scientifically sound approaches, and the development of ways to implement them in the educational process of primary school.
Hate Speech and Local Cultural Values in Indonesia

Hate speech is the use of language in speech events that tends to hurt the social relationships among the speakers of the language.Observing the bad impact caused by hate speech, this study is an attempt to discuss hate speech and local cultural values in Indonesia.The study was conducted by using anthropolinguistic-pragmatic approaches.The data for this study is the use of hate speech in social and online media as well as YouTube.The responses of the interlocutor are used as the parameter to identify that an utterance is categorized as hate speech.The results of data analysis show that differences in views and ideologies tend to trigger hate speech among the speakers of the language.Besides, the result of the analysis also indicates that local cultural values have not been strong enough to prevent hate speech.Continuous revitalization of local cultural values and character building are needed to avoid using hate speech.
Integration of Libraries into the Digital Information Space in Educational Institutions: Trends and Problems in the Period of COVID-19

As the world responds to the COVID-19 pandemic, most governments have temporarily closed all schools. Thus, there is a transition to distance learning on a large scale. Educational institutions try to organize training using Internet technologies, students use e-books while taking e-learning courses, researchers mostly use e-journals. Academic libraries around the world are digitizing library collections, creating powerful digital libraries that help readers get information. UNESCO and the Library of Congress have developed the World Digital Library, thus making an innovative attempt to develop intercultural understanding by providing access to digital heritage from 200 countries. As in many industries, the librarian branch must undergo radical changes due to the development of digitalization and artificial intelligence. The report of the Association of Research Libraries states that there are three categories of urgent changes: changes in relationship of a research library and its institutional partners; changes in the organization of research libraries; changes in the skills of librarian staff and users of library electronic funds.
The Relationship Between Teachers’ Workloads on Teaching Performance: A Case Study on Teachers Of Bilingual Class At A Private Islamic Boarding School

Modern Islamic boarding school has become one of the trends to study since it offers teaching Islamic subjects through bilingual programs: English and Arabic.Concerning the use of English program, either the teachers or students must use the language either inside or outside the classroom.To run the program, the teachers must be wellqualified for they must be both teachers in the classroom and supervisors in the bilingual dormitory.These demands create overloaded work for the teachers.Thus, this study aims to identify the impact of Islamic boarding school teachers' workload.A descriptive case study was employed in this study.Then, the data were obtained through the interview to bilingual English teachers and direct observation.The result shows that bilingual teachers' workloads negatively affected their teaching performance quality; they have limited time to do self-reflection and prepare a clear objective of the lesson and the expected outcome.
Strategi dan Dampak Maqasid Syariah dalam Pemeliharaan Lingkungan Sekitar Kecamatan

Maqashid Sharia requires the protection of life on earth and the relevance of environmental sustainability to the protection of the earth and all life on earth on the principles of Maqashid Sharia. Qualitative research to collect data through semi-structured interviews with company environmental officials. The survey results show that the strategy implemented by UPT DAS Citarik, Cicalengka District has succeeded in reducing environmental waste pollution into rivers and improving river water quality, which is an important step in protecting the environment and complying with the principles of Islamic teachings.
An Analysis of the First Language Interference in Speaking English of Sixth Semester Students of English Education Study Program of IAIN Bengkulu

This research discusses about first language interference in speaking English of sixth semester students of English Education Study Program of IAIN Bengkulu.It is one of bilingualism aspects that occur when someone is learning English.In this case, the interference of Indonesian into English because the students sometimes use their Indonesian that often contains error when they are speaking English.The purpose of the study is to find out the types of interference and the factors cause interference.The writer focused on speaking English in the classroom discussion.The writer used descriptive qualitative method.Data were collected from observation and interview.The writer selected some sentences included interference by using Weinreich theory and analyzed them.As a result of the research, the writer found that most of students did the interference in words pronounciation that they did not know how to mention the correct vocabulary in English, and in the use of certain vocabulary that they do not know the vocabulary they was apply their Indonesian to the right word to express her mind.So, the writer concluded that interference occurs at linguistic aspects, such as: phonological, and lexical interference and the causes of interference are the lack of knowledge, and the limited vocabularies of target language mastered by the learners.It shows that there are many errors due to language interference that influence bilingual's speech.In other words, their sentences are interfered by their first language, namely Indonesian and those caused by the students who did not master English well.
Klasifikasi Kab Kota Provinsi Jawa Barat Berdasarkan Pendapatan Dari Sektor Pertanian Dengan Algoritma Decision Tree

&lt;p&gt;&lt;em&gt;The welfare level of rural communities, especially the province of West Java, especially those living away from the cities, can not be separated from the primary revenue is in the agriculture sector. The agricultural industry covers many industries and still many lives under the poverty line. Because facilities and financing are still minimal from the local government. Given the root of the problem is that almost all villages in the city district do not have the correct data, accurate and precise about the condition of the issues and potential of the village-owned&lt;/em&gt;&lt;em&gt;. This research is expected to be the wrong way to know the future development opportunities by analyzing the revenue data from the agriculture sector to better decision making. And this data processing technique can be implanted for the local government to measure the success of its agriculture. The selection of features in this study is to use the Decision Tree algorithm to classify data automatically. After this research, the Accuracy of 90% obtained.&lt;/em&gt;&lt;/p&gt;&lt;p&gt;Keywords&lt;strong&gt;: &lt;/strong&gt;&lt;em&gt;DataMining, classification, Decision Tree, agriculture&lt;/em&gt;&lt;/p&gt;
Learning and growing in a foreign context: Review of literature on cross-cultural adaptation of international students

Research background: Research background: The evolving opportunities of studies at foreign universities and the geographical expansion of the labour market create the need of facilitating a process of adapting students to studying and working. Despite a rapid increase in the number of international students in the higher education sector, little is known about their adaptation. Purpose of the article: The aim is to point out the topicality and importance of the issue of adaptation of foreign students in the globalizing world in the form of the bibliometric analysis of scientific publications. Methods: We use a combination of methods: setting parameter search by keywords, number of citations and publications, their segmentation, as defined by classification disciplines, and graphical analysis. The sample used consists of articles from WoS - Core Collection. Findings &amp; Value added: The findings of this study have important implications for universities and educators in relation to helping students in their pursuit of academic and work success. The results provide a broader view of the research continuum and the publishing trends, in the domain of the adaptation process of students studying at foreign universities.
THE ANALYSIS OF THE EDUCATIONAL MEASUREMENT RESULTS, AND ITS PROVIDING AS “SOFTWARE-AS-A- SERVICE” SOLUTION IN ELEARNING

In modern eLearning systems, educational measurements are used both to evaluate the students’ achievements and to control the learning process. However, eLearning systems usually have comparatively trivial embedded features for analyzing measurement results, which are not of considerable interest for sufficient statistical research of the assessment tools quality. To identify the characteristics of assessment materials such as reliability, homogeneity, discriminatory power, validity, and others, researchers are forced to get dump from the database of eLearning system. And then they use third-party software to perform required data processing operations and calculations.This makes it difficult to analyze the measurement results during the measuring itself, for example, in adaptive testing. We propose the approach to organizing and performing measurement results analysis by using the software-as-a-service (SaaS) model for cloud computing. The SaaS user is provided with the set of necessary tools for conducting full-fledged statistical analysis in real time. They also get the access to customizable applications for implementing their own measurement procedures (including adaptive ones).
Sports Companies’ and Leagues’ Data Utilization to Alleviate the Negative Influences Caused by the Pandemic

The sports industry has been severely hit by the pandemic.Games are postponed, and fans are not allowed to enter the stadium or arena.In such a serious situation, sports companies' and sports leagues' revenues shrink a lot, and they are keen on restoring and sustaining their business.In order to help them achieve the goal, the paper focuses on analyzing the problems and opportunities brought by the pandemic to the sports industry.Then based on the analysis, the paper offers recommendations for the sports companies and sports leagues to solve their problems.The research method of the paper is to collect and analyze different types of articles about the sports industry in the pandemic.Then the paper summarizes the key points from those articles and integrate them with the author's insights.According to the research results, to survive from the pandemic, the sports companies and sports leagues can attract more customers using data from digital platforms, combine data and technology to offer fans a novel watching experience, entering the sports gambling industry, which is eager for data, and record accurate data about players to ensure their health.
The DeepHealth HPC Infrastructure

This chapter presents the DeepHealth HPC toolkit for an efficient execution of deep learning (DL) medical application into HPC and cloud-computing infrastructures, featuring many-core, GPU, and FPGA acceleration devices. The toolkit offers to the European Computer Vision Library and the European Distributed Deep Learning Library (EDDL), developed in the DeepHealth project as well, the mechanisms to distribute and parallelize DL operations on HPC and cloud infrastructures in a fully transparent way. The toolkit implements workflow managers used to orchestrate HPC workloads for an efficient parallelization of EDDL training operations on HPC and cloud infrastructures, and includes the parallel programming models for an efficient execution EDDL inference and training operations on many-core, GPUs and FPGAs acceleration devices.
Detection and Retrieval of Human Falls on Furniture using Hybrid Method

Automatic detection of human falls is very important to detect accidental falls at Medical places , and at places where elderly and vulnerable people living alone at home. Many methods have been proposed to detect human falls using various approaches, but cannot give accurate results in complex environments. This paper proposes a new hybrid method which detects falls and then retrieve relevant images. The proposed algorithm first calculates the features of hybrid methods and retrieve the similar images from the database using various methods. the proposed method achieves up to 97.5% precision and recall of 73%.
“EMtenda” University Extension Project: A Health Education Experience on the Experiences of Patients with Multiple Sclerosis

Introduction: Multiple sclerosis (MS) is a chronic demyelinating disease of the Central Nervous System (CNS). The clinical manifestations of the disease have a negative impact on the patients’ quality of life, and may affect its functionality due to physical and psychosocial losses. From there, it is understood the need to seek ways to guide health professionals, as well as raise awareness among the general population about the experiences of patients with MS. Objective: this work reports the experience of a tent set up in public spaces in the city of Divinópolis-MG, through the “EMtenda” Extension Project. The project discusses the importance of health education as an active learning tool for participants, through the dissemination of information about the limitations experienced by people with the diagnosis of MS. Experience report: The project took place from 2019 to 2020 and had the support of a multidisciplinary team formed by doctors, physiotherapists, nurses and psychologists. Actions were taken in public spaces in Divinópolis-MG, in which a tent was installed and divided into three stations. Each station simulates neurological symptoms such as paresthesia, diplopia, spasticity, loss of strength in the limbs and ataxia. The simulation is performed through the interaction of the participant with various objects, in which simple activities are tested, such as walking with weight on the lower limbs, palpating objects of different textures with closed eyes, wearing glasses that distort the vision, among others. Each station lasts two to three minutes, allowing the visitor to enter subsequent stations or leave the tent. At the end, the participant receives a brief verbal explanation of the disease by the facilitator and/or through banners installed next to the tent. Conclusion: The project enabled health education for students, professionals and for the general population of Divinópolis-MG, in order to improve the empathy of the participants towards the experiences and limitations of patients with MS regarding the neurological symptoms they experience in their daily life.
Contrapositive Local Class Inference

Certain types of classification problems may be performed at multiple levels of granularity; for example, we might want to know the sentiment polarity of a document or a sentence, or a phrase.Often, the prediction at a greater-context (e.g., sentences or paragraphs) may be informative for a more localized prediction at a smaller semantic unit (e.g., words or phrases).However, directly inferring the most salient local features from the global prediction may overlook the semantics of this relationship.This work argues that inference along the contraposition relationship of the local prediction and the corresponding global prediction makes an inference framework that is more accurate and robust to noise.We show how this contraposition framework can be implemented as a transfer function that rewrites a greater-context from one class to another and demonstrate how an appropriate transfer function can be trained from a noisy user-generated corpus.The experimental results validate our insight that the proposed contrapositive framework outperforms the alternative approaches on resource-constrained problem domains. 1 * Embedding: GloVe + Yelp * λ 1 = 5e -2 * λ 2 = 2λ 1 -Specificity Detection Task * Embedding: GloVe + "all the news" * λ 1 = 1e -2 * λ 2 = 2λ 1