Reviewerly/exHarmony huggingface dataset:
Image Inpainting by Low-Rank Prior and Iterative Denoising

To reconstruct the missing or damaged parts of images from observed incomplete data, some traditional methods have been researched in recent years. The iterative denoising and backward projections(IDBP)algorithm with a simple parameter mechanism have been recently introduced, which solves the typical inverse problem by utilizing the existing 3D transform-domain collaborative filtering denoising algorithm(BM3D). While this algorithm has simple parameter tuning, the collaborative hard-thresholding applied to the 3D group is greatly restricted in the procedure of denoising. In this paper, we remedy this deficiency using an iteration reweighted shrinkage denoising method. First, the model is obtained by a Plug and Play(P&P) framework. Then, we solve the optimization problem by using a proposed denoising model based on low rank prior and reweighted shrinkage and obtain a closed-form solution. Finally, the closed-form solution is operated iteratively by using the adaptive backward projection technique. Utilizing this novel strategy, the proposed algorithm not only removes the image noise and effectively recovers the degraded image, but also preserves fine structure and texture information of the image. Experimental results indicate that the proposed algorithm is competitive with some state-of-the-art inpainting algorithms in terms of both numerical evaluation and visual quality.
A Multilayer Steganography Method with High Embedding Efficiency for Palette Images

Embedding efficiency is an important issue in steganography methods. Matrix embedding (1, n, h) steganography was proposed by Crandall to achieve high embedding efficiency for palette images. This paper proposes a steganography method based on multilayer matrix embedding for palette images. First, a parity assignment is provided to increase the image quality. Then, a multilayer matrix embedding (k, 1, n, h) is presented to achieve high embedding efficiency and capacity. Without modifying the color palette, hk secret bits can be embedded into n pixels by changing at most k pixels. Under the same capacity, the embedding efficiency of the proposed method is compared with that of pixel-based steganography methods. The comparison indicates that the proposed method has higher embedding efficiency than pixel-based steganography methods. The experimental results also suggest that the proposed method provides higher image quality than some existing methods under the same embedding efficiency and capacity.
Think Talk Write Assisted Monopoly Media in Students' Simple Essay Writing Skills

Lack of student interest in writing essays, this happens because teachers in learning do not use innovative learning models, and learning media that interest students. Therefore, this study aims to analyze the use of Think Talk Write (TTW) learning models assisted by monopolistic media on simple essay writing skills of third-grade elementary school students. This type of research is quasi-experimental (quasi-experimental) with a non-equivalent post-test only control group design. The study population was all grade III in elementary school. The research sample was taken using a random sampling technique, with a total of 59 people. Data collection instruments used in this study were simple essay writing skills instruments, then analyzed using descriptive statistics and inferential statistics (t-test). Based on the results of the t-test analysis, the t-count was 11.457. While the table with db = 57 and a significance level of 5% is 2.002. This shows that t-count is greater than t-table (t-count&gt; t-table) with the conclusion that the Think Talk Write (TTW) learning model assisted by monopoly media has a positive effect on writing skills in simple essays. The existence of this research helps teachers to enrich references to models and instructional media that can be used.
The Meaning of Making Discoveries in Russia

The article presents some thoughts on making discoveries in present-day Russia. The paper demonstrates how difficult it is for a new and sensible view on the nature of certain matters to reach its audience. In Russia, one must exert oneself to make an impact. The authors argue that a large number of competent ideas and evidence are ignored by the public.
An Analysis on Factors that Affect Academic Achievement in Globalized Environment

Purpose:The purpose of this study is to examine the factors affecting the academic achievement of international students in degree programs in global education environment.Based on exploratory research, this study proposed four factors and examined effects of academic factors on academic satisfaction, effects of social factors on social adjustment, effects of cultural factors on cultural adaption, effects of economic factors on financial stability, and effects of four factors on academic achievement of international students.Research design, data, and methodology: This study conducted online survey to collect the data and results provide importance to increase interactivity between international students and teachers and between international students and hosting country"s students.Results: The results of this study found what variables affect four proposed factors, while academic satisfaction significantly affects academic achievement rather than other factors.Conclusions: The results show how to improve academic related variables is key for the success of academic achievement.Results of this study provide implications which aspects should be considered to increase overall academic achievement by managing and improving the quality of higher education in global setting.This study provides managerial and policy implications for enhanced academic achievement of international students in global context.
Application Research of Civil Engineering Construction Based on Computer Aided Design Technology

Abstract Information technology makes the social development experienced another major change almost covered and penetrated into all walks of life. Civil engineering design, along with its main features: large engineering design; Heavy computation; Long design cycle; High labor intensity. Information technology in the civil engineering design development, and gradually produced a variety of computer-aided design technology, successfully solved the difficulties, making the civil engineering design difficulty greatly reduced. It can be seen that the development of information technology has brought immeasurable benefits to the society, so how to further apply information technology to civil engineering and bring huge benefits to civil engineering has become the focus of today’s research.
Media Literacy in Information Chaos Era (Qualitative Study Bandung Literacy Activist)

Media must get control in order that the practice is not authoritative. In the context, when it is defined in on individualist form, it tends to produce information without considering the norm. In the individualist characteristic, the information spread massively with the tendency for thick interest. To find out literacy activities in this chaotic era, research was designed using qualitative descriptive methods to uncover the minds of literacy avtivists in the information chaos era. The aim is to find out the form of literacy in accordance with the chaotic conditions of information and literacy activities in growing public awareness in information management. The results showed that literacy forms were carried out through the introduction of media (media knowledge) concerning the credibility of the media and recognizing the nature of mainstream and non-mainstream media. Another form is digital literacy and management of public information. Meanwhile, to raise public awareness is done by producing digital content in anticipation of hoax news, making fact check content, media practices through radio broadcasts and websites, introduction to news construction.
COVID-19 e a Transformação Digital dos Cuidados de Saúde: “A Pastilha de Mentos na Coca-Cola Diet”

COVID-19 pandemic caused unprecedented changes in society. Technological innovation enhanced pandemic crisis approach by improving detection, monitoring and mitigation of infection's impact. Simultaneously, compliance with healthcare authorities' guidelines challenged conventional patient-physician relationship, fostering the transition to a new digital paradigm of healthcare by the implementation of telehealth solutions (teleconsultation). In this essay, we analyze the impact of technological innovation in addressing COVID-19 crisis, its impact on the digital transformation of CUF healthcare and we envision a future vision of our customer's journey, aware that the opportunity triggered by this crisis for this transformation will allow clinical efficiency and quality gains, by a new technological architecture that promotes a preventive, predictive and personalized medicine.
Analisis Buku Ajar Sejarah Kebudayaan Islam Menurut Badan Standar Nasional Pendidikan

This study was conducted to find out how the feasibility of teaching book. The criteria for teaching book in Indonesia use the provisions of the National Education Standards Agency. This study is considered important which given the feasibility of teaching book should refer to the criteria of BNSP. The research was conducted with the qualitative approach and used literature research in data mining. The research method is conducted in three phases, they are:1) analyzing students books SKI class XIII MTS, 2) develop instrument of teaching book criteria According to BNSP, 3) relevant data collection, grouping data, provide assessment and explanation in narative. The feasibility rate of the teaching book in value with the predicate is less decent, decent enough, decent, and very decent. This study obtained the result that the conformity of Islamic cultural history book. According to BNSP has a very decent criteria to be used as teaching materials with the value of 93,02
Chemical Speciation and Potential Mobility of Heavy Metals in the Soils of Onitsha South Local Government Area Anambra Nigeria

The understanding of chemical forms of heavy metals and how they associate with themselves is very essential in studying the potential mobility and risk assessment of heavy metals in soils.This study determined the spatial distribution and mobility of Mn, Ni, Zn, Cr, Cu, Pb and Fe in the soil samples of Onitsha South Local Government Area in South East Nigeria.The soil samples collected were examined for the heavy metal contamination using five-step sequential extraction method.The concentrations of the extracted metals were determined using Atomic Absorption Spectrophotometer (AAS).The range of heavy metals extracted fractions for each of five fractions in percentages were as follows; exchangeables (0.0-3.5%), bound to carbonates (0.0-4.49%), bound to Fe-Mn oxides (0.03-4.14%), bound to organic matter (0.03-3.38%) and residual (0.0-86.70%) in wet season; exchangeables (0.0-3.94%), bound to carbonates (0.0-4.80%), bound to Fe-Mn oxides (0.09-5.19%), bound to organic matter (0.09-3.53%) and residual (0.0-126.00%) in dry season.Available heavy metals in the soil studied had mean values 0.52, 0.76, 1.21, 1.24, 1.40, 9.08 and 96.37 all in mgkg -1 for Pb, Cu, Zn, Ni, Mn, Cr, and Fe respectively for wet season while the mean values in dry season were 0.36, 1.21, 1.60, 1.82, 2.45, 11.54 and 143.54 all in mgkg -1 for Pb, Cu, Mn, Ni, Zn, Cr and Fe respectively.Mobility factor were 0.22-47.90% in the two seasons, levels of heavy metals in available forms differ significantly though majority of the extracted toxic metals are found in oxides and the residual fractions and as such may not pose environmental risk due to their relatively low availability and mobility factor.That notwithstanding, soils from studied area should be carefully monitored to prevent the release of these metals due to redox reactions which may make them available to plants through absorption.
Penerapan Teknik Boundary Value Analysis untuk Pengujian Aplikasi Penjualan Menggunakan Metode Black Box Testing

Sales application is a financial transaction application, if something goes wrong can be detrimental to the owner, buyer, and employee. Then it needs to be tested to ensure the quality of the resulting application. Testing is a verification process for assessing the quality of a software to see whether the software meets the expected process and direction or not. The process that is not optimal can cause inequality of data to be stored in a database. Applications that have been programmed in such a way must go through a process step to ensure the level of quality of the software itself. Examples of processes that can be said to be good if they have a chance of getting an unknown error. Of the several types of Black Box testing methods one of them is Boundary Value Analysis. The method tests the maximum and minimum number of digits to produce a valid value and is easy enough to test sales applications at PT Global Advindo. In the first stage carried out in this study is to identify the functionality to be processed, ensuring the maximum and minimum number of digits matches the specified order. The result of applying the method used is the quality of the software is in accordance with the function, and can be utilized properly by user.
IMPROVING STUDENTS’ WRITING DESCRIPTIVE TEXT USING MIND MAPPING TEACHING STRATEGY OF THE TENTH GRADE STUDENTS OF SMA NEGERI 4 KUPANG IN ACADEMIC YEAR 2017/2018

This project entitled “Improving students’ writing descriptive text using mind mapping teaching strategy of the tenth grade students of SMA Negeri 4 Kupang in academic year 2017/2018.” This research is aimed at; 1) to find out the use of mind mapping teaching strategy can improve the writing ability of tenth grade students, 2) to find out the weakness and strength of mind mapping teaching strategy. This research was classified as action research. It was done in two cycles. The first cycle was divided into two meetings and the second cycle was divided into two meetings. The research was done with the participation of 43 students of the tenth grade students of science program. The data obtained during the research were qualitative and quantitative data. The qualitative data were in the form observation checklist while the quantitative data were in the form of the students’ scores.&#x0D; The results of the research showed that the use of mind mapping effectively improved the students writing ability. Based on the qualitative data, the students were able to generate their ideas to produce well-organized recount texts. They were also able to use the appropriate vocabulary, correct grammar, punctuation, spelling, and capitalization in their writings. During the teaching and learning process, they also showed positive response toward the lesson. Based on the quantitative data, the students’ mean score improved. In the pre-test, the students’ mean score was 60.58 The students’ mean score in the post-test 1 is 70.81 and the students’ mean score in the post-test 2 is 78.60, which the last mean score is higher than KKM which is 75.00. It means that there are a difference between the students’ writing descriptive text before and after the action research.
Promoting Students’ Writing Skill: Genre-Based Approach in Indonesia EFL Context

This paper aimed to critically examine the effectiveness of Genre-Based Approach (GBA) to teaching writing in EFL context of Indonesia. Although several studies have discussed the effectiveness of GBA in teaching writing, those studies put emphasize how GBA focuses on genre or text types rather than the basic principles of GBA that aims for socially functioning language skills. This paper draws on the relevant literature to investigates how GBA suits the teaching of writing in EFL context of Indonesia. Moreover, the discussion focuses on the benefits of GBA which mainly derived from five key principles of Genre proposed by Hyland (2007). Through the exploration of existing empirical studies, this paper found that GBA offer three main benefits in teaching writing under the EFL context. These benefits are: (1) the offer of practical writing skill; (2) the build of students’ confidence in English writing; and (3) stimulation on students’ critical thinking as part of their English literacy. Nevertheless, the benefits of GBA in teaching writing could only be attained if teachers implement GBA according to its full-fledged teaching and learning cycles.
Staff’s Knowledge and Practices in Environmental Foundation Regarding Prevention from Mobile and Tower Health Risks in Erbil City, Iraq

Mobile phones,at the present time,are an essential part of contemporary communications in every single life. In a lot of countries, above half of the population uses mobile phones and the mobile phone market are rising speedily. Thus, mobile phones, towers and their risks are almost everywhere. This study originally designed to identify the knowledge and practices of 100 staff members in the environmental foundation in Erbil city in Iraq. Accordingly, the standard use of mobile, towers and health risks to identify an association between variables and their knowledge or practices took into consideration. This study was descriptive design began in 01-07-2018 to 01-07-2019. The utilized questionnaire, for data collection, contained three parts. It was viewed by a panel of experts in the nursing field for validity. The outcomes of this study specified that the majority of individuals have not satisfactory knowledge and practices about standard use of mobile phones, towers and health risks. There was a significant association between age, level of education, years of employment and their practical knowledge. Finally, this study recommended preparing a program for training to increase their knowledge, practices, and continue to conducting research regarding mobile phones and other communication facilities.
Cloud Computing Model in the Optimization of Government Function Management

Abstract Cloud computing not only reflects the progress and pioneering technology, but also reflects the pioneering of the traditional management model. Cloud computing model has been applied in the management of all walks of life and also played an important role in the innovation of government function management. The purpose of this paper is to optimize the cloud computing model in the government function management through relevant research. This article first to the functions of the government management and the concept of cloud computing model is analyzed, and then with the help of a cloud computing model applied in the functions of the government management of investigation and experiment, analyzes the cloud computing at the main problems existing in the functions of the government management applications, and based on this, advances some solving strategies to promote cloud computing model with good combination of the functions of the government management. The experimental results show that the fit degree between the cloud computing model and the government function management is only 71.24%, and the actual application effect is only 65.13%. Compared with the traditional method, the efficiency of the government function management under the cloud computing model is only 17% higher.
GXE INTERACTION ANALYSIS OF WHEAT GENOTYPES UNDER RESTRICTED IRRIGATED TIMELY SOWN CONDITIONS FOR NORTH WESTERN PLAINS ZONE OF THE COUNTRY BY AMMI MODEL

Highly significant effects of genotypes, environments and their interactions were observed by AMMI analysis of wheat genotypes. .Smaller values of EV1 observed for G4, G6, G8, corresponding to D1 were (G4, G6, G8) while as per ASTAB1 (G4, G6, G8) and SIPC1 values for (G2, G3, G10).Genotypes selected by Least values EV2 settled for G7, G4 and G3 genotypes whereas as D2 , G7, G4, G3 would be desirable & SIPC2 suitable wheat genotypes were (G6, G2, G3).Same set of genotypes (G4, G6, G7) identified by ASV & ASV1 measures.Composite measures MASV and MASV1 identified G2, G5, G6 & G9.GAI found G5, G10 and G2 as of stable adaptations whereas HM and PRVG identified G5, G10, G3 and G7.MHPRVG found G7, G4, G6 genotypes for broad adaptations.Biplot analysis exhibited that largest cluster consisted of D1, D2, EV1, EV2, ASV, ASV1, ASTAB1, ASTAB2 and SIPC3 measures.. Second year of study as per smaller values of EV1 observed for (G3, G5, G6) & D1 for (G3, G5, G6), absolute values of SIPC1 for (G4, G8, G10) and ASTAB1 were (G3, G5, G6).D7 expressed minimum values for G7, G10, G1 genotypes; SIPC7 observed G8, G5, G4 for stable & EV7 pointed towards G7, G1, G6 & ASTAB7 identified G7, G10, G1 as desirable.Wheat genotypes G7, G10, G1 marked by MASV & MASV1 measures for stable behavior.Analytic measure MHPRVG found G1, G3, G8 as suitable genotypes.Largely four clusters were seen by biplot analysis of AMMI and other measures.Large cluster consisted of EV7, D7, Ev3, ASTAB7, ASTAB3, ASTAB5, MASV, EV5, D5, EV2 & ASTAB2 measures.
Evaluation Of Lecturer Education And Teaching Performance Through E-Monevin Using K-Nearest Neighbor (K-NN) Algorithm

Abstract In implementing the performance evaluation of lecturers, a monitoring and evaluation Information System based system has been developed, better known as e-monevin. Assessment is conducted by students on lecturers who take courses taken by students in the current semester. The results of the student assessment are taken into consideration in the assembly of lecturers. Performance is a way, behavior, and ability of a person. The performance of lecturers is assessed by how to carry out their duties and responsibilities as educators in delivering material to students. Measurement and evaluation of lecturers’ performance seen from several aspects one of which is the field of education and teaching. The purpose of this study is to determine the performance of lecturers in the field of education and teaching through e-mononevin using Rapid Miner software in data processing. The data processing technique used is the K-Nearest Neighbor (K-NN) algorithm. From the test results that have been done using the K-NN algorithm in K-Fold Cross Validation with different number of validations, the best accuracy value obtained shows that the K-NN algorithm using number of validation 6 and 9, with an accuracy value of 96.30 %.