Reviewerly/exHarmony huggingface dataset:
POWER IN INDONESIAN PRESIDENTIAL SPEECHES: AN ANALYSIS OF LINGUISTIC MODALITY

This paper discusses the relationship between the language and power in the presidential speech text, which is projected through linguistic features, especially modalities. The data was obtained from a speech delivered by President Joko Widodo during the plenary session of the Indonesian People's Consultative Assembly (MPR RI) for the inauguration of the elected president for the 2019-2024 period and the delivery of the president's vision for Indonesia better. Analysis of this paper from linguistic modalities uses a three-dimensional model of Fairclough's critical discourse (CDA) analysis to answer its research questions. The results show that Jokowi used several linguistic modal verbs in projecting his strength. Based on the modality's context, it can be understood that the president conveyed his strategic desire to be himself when he tried to connect with the audience and build his image, audience, and relationship. The President produces a discourse that embodies assumptions about his leadership and audience's social relationship and affirms his legal authority as president and his power. Through the language used, Jokowi creates, maintains, and explains power he holds in these forums.
Discussion on Teaching Strategies of Teaching English App Applied to Comprehensive English Course

At this stage, the application of network technology and mobile information technology in social production and life continues to expand, which has promoted the development of education information. In the current curriculum teaching reform and practice, it is necessary to accelerate the integration of information technology and curriculum teaching to effectively promote the continuous innovation of teaching concepts and methods. As the current users of smart mobile terminals continue to expand, the deployment rate of smart mobile devices among college students is getting higher and higher, and they are more proficient in the application capabilities of smart terminals. In this case, various teaching apps have begun to emerge, as have related English apps, which provide rich and diverse resources for English teaching and greatly enhance students' interest in English learning. In terms of the application of English apps in the teaching of integrated English courses, there are still some problems to be solved urgently. This article introduces the importance of pedagogical English App in the teaching of integrated English courses; analyzes its application status in the teaching of integrated English courses; and explores the countermeasures and suggestions for applying this type of App in the teaching of integrated English courses.
Preliminary Feasibility Study of Imaging Registration Between Supine and Prone Breast CT in Breast Cancer Radiotherapy Using Residual Recursive Cascaded Networks

Breast cancer is one of the most common malignancies in women. The prone position in Partial Breast Irradiation (PBI) can better protect the heart and lung during radiotherapy. Supine position is used for CT imaging during treatment planning. The posture change in these two different positions may cause large deformation of breast, which make breast registration become a great challenge. Existing registration approaches for supine and prone breast images mainly use biomechanical modeling and iterative deformable images registration methods. However, the ability of these methods to capture such large deformations is limited. To tackle these problems, we propose an end-to-end residual recursive cascade network (RRCN) for supine and prone breast images registration. Unlike traditional deep learning networks, an affine subnetwork and several deformable subnetworks are trained together, enabling cooperation between subnetworks. Moreover, by using residual network connection, we can accelerate registration speed and reduce radiation dose. Registration accuracy is evaluated by visualizing registered images and computing normalized cross correlation (NCC). The experiment results show that RRCN with an average NCC of 0.982 ± 0.010 outperform VoxelMorph with an average NCC of 0.769 ± 0.070 and Recursive Cascaded Networks (RCN) with an average NCC of 0.914 ± 0.063, demonstrating the superior performance of the proposed method for supine and prone breast image registration. Because accurate deformable registration for this large-scale deformation is of great importance to the success of breast cancer radiotherapy, RRCN method has a strong potential to be a promising tool for future clinical practice in breast cancer radiotherapy.
Attentively Embracing Noise for Robust Latent Representation in BERT

Modern digital personal assistants interact with users through voice.Therefore, they heavily rely on automatic speech recognition (ASR) in order to convert speech to text and perform further tasks.We introduce EBERT, which stands for EmbraceBERT, with the goal of extracting more robust latent representations for the task of noisy ASR text classification.Conventionally, BERT is fine-tuned for downstream classification tasks using only the [CLS] starter token, with the remaining tokens being discarded.We propose using all encoded transformer tokens and further encode them using a novel attentive embracement layer and multi-head attention layer.This approach uses the otherwise discarded tokens as a source of additional information and the multihead attention in conjunction with the attentive embracement layer to select important features from clean data during training.This allows for the extraction of a robust latent vector resulting in improved classification performance during testing when presented with noisy inputs.We show the impact of our model on both the Chatbot and Snips corpora for intent classification with ASR error.Results, in terms of F1-score and mean between 10 runs, show that our model significantly outperforms the baseline model.
A Comparative Study Between Human Translation and Machine Translation as an Interdisciplinary Research

Research purpose of the research is to determine the difference between human translation and machine translation. The data sources for this article come from several references, books, journals and articles related to the title of the discussion. Research findings of the research are that human translation is more effective and easier to understand when compared to machine translation which can only translate literal sentences or words without understanding the intent and purpose of the intended target language. So, machine translation language mainly focuses on the source language without paying attention to the target language. In terms of semantic meanings in machine translation, it is far away from the truth of the meaning it has when compared to the meaning of human translations. Therefore, machine translation can be said to be a literal translation that applies in general. So, the role of human translation is still bigger in the correct translation.&lt;p align="center"&gt; &lt;/p&gt;
PARTNERSHIP AS AN EFFECTIVE FORM OF CONSOLIDATION AND INTEGRATION OF INFORMATION RESOURCES OF LIBRARIES OF UKRAINE

Objective. The report is aimed to represent library partnership as an important component of diversification interaction of domestic scientific libraries and a universal form of consolidation of digital resources of documentary heritage. Methods. The methodology of the article is based on the general scientific principles of systematization, complexity, comprehensiveness of knowledge. Results. The content of publications of Ukrainian scientists in recent years on the importance of library projects for the development of domestic librarianship is highlighted. The use of the term "library partnership" in library science is substantiated. The most successful projects of scientific libraries of Ukraine as modern multifunctional institutions are presented. Conclusions. Positive consequence of active interaction of libraries through partnership is the implementation of effective communication, overcoming industry and departmental separation, targeted activities on customer focus, expanding the range of new services, a qualitatively new level of information library space. Prospects for further development of the domestic scientific, educational and cultural space through the library partnership are outlined.
Predicting The Social Data For Security Using Rjb22 Algorithm

The current world is information world; without this information can’t make due in present stage. This information created more from web- based media; this media information is public information; This public information did not have well security; so we applying the proposed method and it has 2 steps; 1. Using prime numbers in quadratic equations; 2. Prime and non-negative integer number used to swap the numbers; The proposed method gives well security while comparing with Salsa method.
Towards a Stylometric Authorship Recognition Model for the Social Media Texts in Arabic

Numerous studies have been concerned with developing new authorship recognition systems to address the increasing rates of cybercrimes associated with the anonymous nature of social media platforms, which still offer the opportunity for the users not to reveal their true identities. Nevertheless, it is still challenging to identify the real authors of social media’s offensive and inappropriate content. These contents are usually very short; therefore, it is challenging for stylometric authorship systems to assign controversial texts to their real authors based on the salient and distinctive linguistic features and patterns within these contents. This research introduces a new stylometric authorship system that considers both the shortness of data and the peculiar linguistic properties of Arabic. A corpus of 20, 357 tweets from 134 Twitter users. A document clustering based on Document Index Graph (DIG) model was used to classify input patterns in the tweets that shared common linguistic features. A comparative analysis using Vector Space Clustering (VSC) model based on the Bag of Words (BOW) model, conventionally used in authorship recognition applications, was used. Results indicate that the proposed system is more accurate than other standard authorship systems mainly based on vector space clustering methods. It was also clear that the model had the advantage of providing complete information about the documents and the degree of overlap between every pair of documents, which was useful in determining the similarity between documents.
Reconnaissance Stream Sediments Survey in the Sidakan Vicinity, Iraqi Kurdistan Region

A stream survey was conducted in the Sidakan vicinity in the northeastern part of the Iraqi Kurdistan Region, which covered the catchment area of the main stream. The covered area is about 450 km2. The exposed rocks in the study area are mainly igneous with subordinate sedimentary and metamorphic rocks. The catchment area was divided into 14 sub-basins using Global Mapper software. The junction point of the valleys at the end of each sub-basin was sampled. From each junction point, 2 stream sediments were collected. The samples were sieved using the wet method into 2 mm fractions, before the fractions were subjected to x-ray fluorescence (XRF) and x-ray diffraction (XRD) analysis. The results obtained from both tests were used to calculate the concentrations of 9 elements (Cr, Ni, Co, Cu, U, Ag, V, Zn, and Cd). The element concentrations are presented in 9 concentration maps after normalizing the concentration values. Some anomalous results were found. The average concentrations of Ag and Cd were nearly 120 and 266 times higher than the background concentrations (6 mg/kg and 16 mg/ kg, respectively). The acquired data also showed interesting average concentrations for the elements Co, Cr, Ni, and U (280 mg/kg, 999 mg/kg, 375 mg/kg, and 12 mg/kg, respectively). All of these anomalous concentrations are discussed and possible reasons for their existence are given.
Research on the Application of Flipped Classroom Supported by Micro Class in the Teaching of Ordinary Differential Equations

With the development of quality education, Ordinary Differential Equation, as a basic course of mathematics major in colleges and universities, has been reformed, innovated and developed. Especially under the support of education informatization, micro class and flipped classroom are widely used in the teaching of Ordinary Differential Equation, which has a positive impact on improving its teaching quality and efficiency. This paper starts with the necessity of the application of flipped classroom teaching mode supported by micro course in the teaching of Ordinary Differential Equation, and explores the specific application strategy research in the course practice, aiming to provide reference for other professional courses teaching reform.
A Quadratic Interpolation-Based Variational Bayesian Algorithm for Measurement Information Lost in Underwater Navigation

The main challenges of sequential estimations of underwater navigation applications are the internal/external measurement noise and the missing measurement situations. A quadratic interpolation-based variational Bayesian filter (QIVBF) is proposed to solve the underwater navigation problem of measurement information missing or insufficiency. The quadratic interpolation is used to improve the observed vector for the precision and stability of sequential estimations when the environment is changed or the measurement information is lost. The state vector, the predicted error covariance matrix, and the measurement noise matrix are derived based on the variational Bayesian method. Simulation results demonstrate the superiority of the proposed QIVBF compared with the traditional algorithm under the condition of measurement information lost by autonomous underwater vehicles.
Transformation of Dense and Sparse Text Representations

Sparsity is regarded as a desirable property of representations, especially in terms of explanation.However, its usage has been limited due to the gap with dense representations.Most research progresses in NLP in recent years are based on dense representations.Thus the desirable property of sparsity cannot be leveraged.Inspired by Fourier Transformation, in this paper, we propose a novel Semantic Transformation method to bridge the dense and sparse spaces, which can facilitate the NLP research to shift from dense spaces to sparse spaces or to jointly use both spaces.Experiments using classification tasks and natural language inference task show that the proposed Semantic Transformation is effective.
DeLone Model Assessment and McLean Information Success System Over Esa Unggul University Website

User satisfaction is the impact of a good information system. Here, user satisfaction can be influenced by several factors such as system quality, information quality, and user intensity. Thus, in this study aims to test and provide the empirical evidence also analyze the effect of system information quality and user intensity at user satisfaction. Here, we used a SEM model and used AMOS 23 to obtain the results. The result shows system quality has no effect on user intensity while information quality affects user intensity. Here, user intensity has no effect on user satisfaction due to system quality has no effect on user satisfaction. In addition, information quality has no effect on user satisfaction.
THE PROBLEM OF LACK OF TEACHING STAFF IN THE REPUBLIC OF KARELIA: PROFORIENTATION ASPECT

The article reveals the topical issue of the lack of teaching staff in the Republic of Karelia. Despite the fact that traditionally the education sector is one of the main in terms of the share of employed workers for the republic, the need for teaching staff remains high. At the federal and republican levels a number of socio-economic measures are being taken to level the situation: incentive payments and various kinds of allowances for teachers (including beginners), benefits, federal programs. The authors of the article propose to look at the personnel problem from the standpoint of the attractiveness of the teaching profession for applicants and students. The statistical surveys carried out within the framework of the study among the students of Petrozavodsk State University in the areas of training related to pedagogy, showed that students are not sufficiently interested in future employment in the studied specialty. This is largely correlated with the other existing studies. Based on the revealed fact that future students become interested in the profession of a teacher during the school period, the authors conclude that one of the ways to consolidate this interest is thoughtful career guidance, which should be carried out not only with schoolchildren but also with students.
The Use of Information and Communication Technology (ICT) in English Teaching for Islamic Senior High Schools in Nganjuk

ABSTRACT&#x0D; Recently, technology is a part of every ones’ life. This case also influences the education. Right now, teachers also involve technology in their teaching. This research aimed at finding the answer of to what extend English teachers at Islamic senior high schools in Nganjukhave used Information and Communication Technology in their teaching, teachers’ perception, and the problems they faced. The data were collected from English teachers who joined MGMP; a kind of English teachers’ organization for English teachers professional development in Nganjuk.&#x0D; The method used in this research is qualitative. This research is a kind of survey design. Questionnaire was used to collect the data. Descriptive analysis was used to analyze the data.&#x0D; The finding of this research revealed that majority of English teachers have used ICT in their teaching eventhough they did not use them optimally due to some problems, the data shows that 43% of the participants have used ICT, while 39% of them just sometimes use it, and 18% of them do not use it. The next finding is about teachers’ perception. This research showed that teachers have good perception about the use of ICT, 73% of the participants agreed that the use of ICT can make students more active in the classroom. The common problems they faced were the lack of facility and access, and lack of competence in using the technology. It is suggested that the school stakeholders evaluate the policy about the use of ICT in their schools. Then, English teachers’ organization trough MGMP should be optimized to upgrade teachers’ capability in using ICT for their teaching.&#x0D; Key words : technology, English , Islamic Senior High Schools.
INTERNATIONAL STUDENT MIGRATION: EMERGING TRENDS AND NEW CHALLENGES

Based on the materials of the annual report of the SFU rector for 2016-2019, the article analyzes the experience of the Southern Federal University in the development of international student migration. The main trends related to the structural characteristics of the existing international student flows at the University are identified. New challenges of the process of intensification of international student migration that appear in the post-coronavirus reality are considered.
Aberrations Of Post-Bureaucratic Models Of Education Reform In Russia

The article addresses issues related to the development of globalization processes within the Russian education system.In detail, a hybrid, post-bureaucratic management concept is considered for education.The thesis is proclaimed that essentially non-formal management models were natural for the Soviet regime, which was manifested in particular in undemocratic decision-making procedures.The article suggests an analysis of the social and cultural conditions of the previous post-Soviet Modernization of education, there is a decline in the regulatory potential of moral norms in educational policy.Namely, the rootedness of ethical norms in society, combined with the development of democratic institutions, creates opportunities for effective work of hybrid management models.The position on non-democratic mechanisms of formation of educational policy, its imitational, and absurdity is argued.This position is based on several facts in the current stage of education reform in Russia.The effects of absurdity as a management technology are discussed.It is concluded that many globalization models (especially models of a network) immanently contain serious threats to democracy that openly manifest themselves in Russia.But in the future, post-bureaucratic governance models can become the basis for curtailing democratic institutions.
PENINGKATAN MOTIVASI DAN HASIL BELAJAR MATERI IMAN KEPADA KITAB ALLAH MELALUI MEDIA MICROSOFT POWERPOINT DI SMP NEGERI 2 DEMAK

The purpose of this study was to increase motivation and learning outcomes of the material of Faith in the Books of Allah through microsoft powerpoint media for 32 students of class VIII-F SMP Negeri 2 Demak semester I of the 2019/2020 academic year. This research is a classroom action research. Sources of data consist of qualitative data in the form of observation sheets, daily notes, and photos of learning documentation, and quantitative data sources in the form of written tests. The data was collected using non-test techniques for qualitative data, and test techniques for quantitative data by comparing the observed data with the pre-test and post-test results given to students. This research was conducted in two cycles, and each cycle through four stages, namely planning, action, observation, and reflection. The results showed that the microsoft powerpoint media can increase student motivation from cycle I to cycle II has increased from 72.78% in the enough category to 91.91% in the good category or an increase of 19%. The learning outcomes of the knowledge aspect in the first cycle of students who completed classically were 68.75%, and in the second cycle it became 93.75% or from 22 students to 30 students, so there was an increase in students' classical completeness from cycle I to cycle II by 25%.
Pengembangan model manajemen Open Educational Resources (OER) Perpustakaan Institut Agama Islam Negeri Curup

Open education resources (OER) are an interesting and diverse source of information that is easily accessible. For the Institut Agama Islam Negeri (IAIN) Curup library, the OER is an alternative service to meet visitors' needs through resources offered are so diverse that it needs adjustment and development. This study was conducted to find out development an effective OER management model to meet IAIN Curup library users' needs. This research used a combination of qualitative and quantitative research types. This study used a research and development method, adoption of the Borg and Gall model. Results showed that the OER management model was selected and developed by testing users' and experts' needs and opinions following the IAIN. OER management model comprised four stages. Stage 1 planning, consisting of steps needs analysis, identification, and verification or preparation. Stage 2 of organizing namely processing activities. Stage 3 actualizing, which consisted of steps service, and promotion. Stage 4 was evaluation. The (OER) management model application was useful. The IAIN Library's OER application could be accessed via a browser at the address http://oer.iaincurup.ac.id; with this open-source platform, and each library could add specific features such as search features, usage statistics, and others. The study concludes that the development of an OER management model for the IAIN Library Curup is still essential so that effectiveness of library services is following the conditions of the community's needs.