Reviewerly/exHarmony huggingface dataset:
An Overview of Predictive Analysis: Techniques and Applications

Predictive analytics may be a category of knowledge analytics aimed toward making predictions about future outcomes supported by historical data and analytics techniques like statistical modeling and machine learning. The science of predictive analytics can generate future insights with a big degree of precision. Predictive analytics is more accurate and reliable than previous tools. With the help of sophisticated predictive analytics tools and models, any organization can now use past and current data to reliably forecast trends and behaviors. The future events and behavior of variables are often predicted using the models of predictive analytics. Organizations today use predictive analytics in a virtually endless number of the ways.The technology helps users in fields as diverse as finance, healthcare, retailing, hospitality, pharmaceuticals, automotive, aerospace and manufacturing.We will review the process of predictive analysis, its technique, and its applications in this paper.
THE ANALYSIS OF TEACHING WRITING THROUGH GUIDING QUESTIONS

The purposes of this research are to know how guiding questions improve student’s writing skills and to find out the problems when learning writing through the guiding questions. The participants of this research were 19 students of Senior High School; grade X-XII in TPA (Diniyah) Daarul Faiziin in the activity of Community Service on September, 6th, 2020). Classroom Action Research (CAR) was used as the method of the research and the students’ story papers using guiding questions were used as the instruments of the research. The results of the research are: (1) guiding questions with guiding answers helped the learners write a composition (2) some problems were found in teaching writing by categorizing 5 aspects in writiing process : organization, content, vocabulary, grammar and mechanics. The vocabulary and grammar aspects were the dominant problems faced by the learners so that they affected to the results of their composition. It is expected that this study is useful to give some insights to teachers or lecturers of the guiding questions technique in teaching writing.
Creating Interactive Non-formal Learning Opportunities in Resource-Deprived Distant Learning Institutions

The rapid growth of technology has a profound effect on education, affecting both content and pedagogy and on the socio-cultural context in which it occurs. The term learning experience is used to reflect the pedagogical and technological shifts that have occurred in the design and delivery of education to learners. The importance of the socio-cultural context in which the learning takes place has a great impact on their learning. Creating such learning experiences is challenging, creating learning experiences in Open Distance e-Learning institutions (ODeL) is even more challenging. Furthermore, the evaluation of such an experience must address more than one discipline. The paper shows how data are drawn from an interactive learning experience that aligns academic goals and enrichment activities that support formal learning. To create the experience, the educational potential of social media was employed in a community of practice. Phenomenology as a philosophical worldview was used to study the experience of people in the context of open distance learning, using social media in a Computer Science environment. It is particularly useful and relevant for researchers interested in understanding the contextual realities of interactive learning communities. As a result, this contribution put forward specific attributes that affect mobile tutoring in resource-deprived distance learning environments. This study is yet unpublished, as it is part of a larger doctoral endeavor.
KAJIAN LITERATUR PENGARUH TEKANAN DAN TEMPERATUR KEMPA SERTA JENIS ADHESIVE TERHADAP SIFAT FISIK DAN MEKANIK PARTICLEBOARD DARI LIMBAH SLUDGE INDUSTRI PULP DAN KERTAS

Wood is the material most widely used in human life. The high demand for wood requires an alternative that can replace thefunction of wood, especially in the particleboard industry. As a material that contains biomass, sludge waste from pulp andpaper industry has a great potential to be used as raw material for making particleboard. The use of sludge waste as rawmaterial for making particle boards can also reduce the impact of environmental pollution. In particleboard manufactures,additives are needed to improve the quality of particleboard. Additives used can be in the form of an adhesive or a matrix. Inthis literature study, we will review the effects of pressure, temperatur, and adhesive types on the physical and mechanicalproperties of the resulting particleboard. Physical properties to be reviewed in the form of water content, density, andthickness development, while mechanical properties to be reviewed in the form of modulus of elasticity (MoE), modulus ofrupture (MoR), and tensile strength. The physical and mechanical properties obtained will then be compared with SNI 03-2105-2006 which is the national standard for particleboard products. In this literature study, it was found that the optimumpressure and temperature ranges for the manufacture of particleboard are 30 kg/cm2 and 180oC respectively. Utilization ofbio-based adhesives such as citric acid and lignin is known to be able to produce particleboard that fulfill SNI 03-2105-2006standards so that it can be used to reduce the use of chemical-based adhesives.
4차 산업혁명 시대의 CMMI 품질성과관리 연구

Purpose: CMMI is a process model used to assess or improve an organization''s software development capabilities. This paper deals with the quality indicators when using CMMI and their priorities for possible improvement.Methods: The 22 process areas and 167 practices of CMMI are matched with 60 indicators of Quality Scorecard(QSC) first to analyze the balance of CMMI in terms of prevention, appraisal, and final result categories and second to isolate a set of key areas for quality focused performance measures.Results: A total of 86.2% (144 out of 167) CMMI practices were mapped to QSC. According to the CMMI level of maturity, level 2 and 3 accounted for more than 75% of the total. The practices at the maturity level of 4 and 5 were mapped to more than 52% of the final result''s measurements. It has been observed that CMMI practices need further elaboration at higher levels to consider prevention, appraisal, and final results simultaneously.Conclusion: In order to improve the quality performance of the organization by applying CMMI, the final result measures should be refined in metrics, cycles, and methods, and then corrective actions could be conducted to improve the performance of CMMI practices. This strategy would help the practitioners benefit from CMMI in fostering the overall quality level of key activities for the organization''s business goals.
The easier the better

We often judge things as being more valuable if we have to invest a considerable amount of effort instead of acquiring things effortlessly. Sometimes we can only see the value of things when we lose them. Many studies show that fast scrolling does have a disruptive effect on our understanding. On the other hand, a disruption of our understanding itself is sometimes extremely instructive. For example, the study by Singer and Alexander showed that for very slow readers the learning from the screen was better than learning from paper. An reversed U-shape of optimal learning appears: too little effort results in superficial processing, too much trouble gives poor or no processing at all. An optimum is in the middle, at the top.
학교 연극교육 활성화 방안 연구

Theater education enabled schools to let students enjoy quality art education, and helped students not only improve themselves but also find identity, develop humanity and aptitude, cultivate sociality, etc. As ''theater'' was adopted as a regular subject education course in 2015 Amended Curriculum, its utilization was more extended in schools. The main contents of a theater subject in 2015 Amended Curriculum are as follows: In Korean language subject of the 5th to 6th grade of elementary school, an experience-oriented large theater unit was established and in Korean language subject of middle school, an experience-oriented small unit was established. High school establishes ''theater'' subject of general electives and conducts experience-oriented education. This study compared and analyzed ''theater education'' and ''educational theater,'' which are widely used as theatric-relation education in schools to suggest a plan for revitalizing school theater education and examined how school theater education was developed. Through this, a plan for activation of school theater education was presented. As a plan to revitalize theater education in schools, first settlement of theater education as curriculum education, second, project base, third, centering on active creation, fourth, consistent relationship with qualified instructors, fifth, teamwork and cooperation, sixth, activation of interaction, seventh, introspection of students, eighth, result presentation including performance, ninth, connection with local community, tenth, encouragement of mistakes and challenges were suggested. It is hoped that this study will be a good guide in establishing theater education-related policy making and that as it is of help for follow-up studies, many students can cultivate educational effect through theater education in schools.
Automatic Questionnaire and Interactive Session Generation from Videos

In this paper, we present a tool that interleaves lengthy lecture videos with questionnaires at optimal moments. This is done to keep students' attention by making the video interactive. The student will be presented with MCQ type questions based on the topic covered so far in the video, at regular intervals. The questions are generated based on the transcript of the video lecture using machine learning and natural language processing techniques. In order to have continuity and proper flow of teaching, a LDA-based (Latent Dirichlet Allocation) model has been proposed to insert those generated questions at appropriate points called logical points.
THE EFFECT OF COVID-19 AND HEALTH SECURITY HANDLING TOWARDS PANDEMIC SITUATION AT SOEKARNO-HATTA INTERNATIONAL AIRPORT

As a system, the airport is a part of a more complex air transportation system, which has the role and function as one of the important supporting elements in national development in all fields. Therefore, security is an inseparable part of the airport’s overall efforts, which are the responsibility of airport service providers. These efforts will become key points and benchmarks for the success of airport operating standards. According to WHO (World Health Organization), it is believed that COVID-19 virus is spread mainly through droplets of saliva that come out of the nose or mouth when people are infected with coughing or sneezing, and it is also very important for the public to practice and familiarize breathing etiquette such as coughing on bent elbows. Therefore, the security measures for the current pandemic situation must be carried out in accordance with procedures provided by the government to prevent the wider spread of COVID-19. PT Angkasa Pura II (Persero) as the airport management, has paid close monitoring and tightened security and health procedures at Soekarno-Hatta International Airport, which is the country’s main entrance. The research used qualitative descriptive method.
La sismicità storica dell’isola senza terremoti

According to popular opinion, Sardinia is the only non-seismic region in Italy. Most researchers would probably confirm this opinion, with qualifications. Historical earthquake catalogues, up to CPTI11 [Rovida et al., 2011], report only one Mw 5.1 event on 13 November 1948: it was located in the Sardinian Sea, and had very modest effects on land. In later decades, the seismic networks did record very few earthquakes of moderate energy (Mw
TO MONITOR THE PANDEMIC EFFECTS ON STUDENTS' ONLINE KNOWLEDGE TESTING AT THE UNIVERSITIES IN THE SLOVAK REPUBLIC

The issue of e-learning has been resonating in higher education for several decades. The application of the learning management system began, and lectures and consultations were moved to the e-space, which also made available a number of information sources. In connection with the COVID-19 pandemic, other areas of educational processes were opened, respectively other processes in higher education. Within the universities in The Slovak Republic, preventive measures have been taken at the university-wide and faculty levels in order to prevent the onset and spread of COVID-19. The main goal of the paper is to present the results of primary research aimed at monitoring the negative consequences of a pandemic when testing students' knowledge online at the universities in The Slovak Republic. Partial goals include identifying technical prerequisites for students related to the quality of the Internet connection in the home environment, as well as identifying the positive and negative aspects that accompany this system of testing knowledge online. The results showed that 93% of respondents have sufficient internet connection and only 7% of respondents have connection problems, 43% of respondents have a positive feeling from testing their knowledge online, 40% of respondents have neutral feelings and 17% of respondents have negative feelings. In the most cases the respondents identified online connection problems, instability of the information system, long reaction time as the main negative.
THE RELATIONSHIP BETWEEN FINANCIAL LIBERALIZATION AND ECONOMIC GROWTH IN EMERGING ASIAN ECONOMIES

The effect of financial liberalization on economic growth in eight emerging Asian countries are analyzed in this study using financial liberalization factors such as foreign equity liability (FEL), Edison & Warnock (EW) ratio as well as the Lane and Milesi-Ferretti (LMF) measure. Results of the study indicate that the financial liberalization factors on gross domestic product (GDP) do not Granger cause gross domestic product (GDP) in all countries except for South Korea. Also, it was found that the financial liberalization factors forecast an increase in GDP in most of the countries. The LMF factor is found to be affected by other financial liberalization factors. These findings also provide evidence that emerging countries can benefit from an increase in financial liberalization activities. Furthermore, policy makers and investors could use these evidences to guide them in devising economic policies and investment plans.
RANCANG BANGUN APLIKASI GAME EDUKASI PENGENALAN HURUF ALFABET DENGAN TEKNOLOGI AUGMENTED REALITY BERBASIS ANDROID

Educational games have very high potential for increasing motivation in learning process. Besides increasing motivation, educational games also have advantages compared to e-learning methods, easier to understand and more interesting. The design of this game will prioritize the process of teaching and learning using the concept of playing while learning. For some children, Learning feel very boring, so that with educational games created as attractive as possible, children will not realize if what is being done is learning and children will enjoy the learning process. The method used in the design of this Android-based learning alphabet education game are System Development Life Cyle (SDLC) Waterfall and Unified Modeling Language (UML) method, this game made with Unity 3D software, assisted with Adobe Photoshop, Blender and Vuforia SDK. it expected this educational game using augmented reality technology on the android platform can increase children's learning interest. This technology allows displaying three dimensional animation in real time that seems real.
LEXICAL INTERFERENCE MADE BY EFL LEARNERS IN WRITTEN PRODUCTION

ABSTRACT The purpose of this study is to analyze the error sentences caused by lexical interference made by English Foreign Language (EFL) learners of IAIN Salatiga in written production. The objectives of this research are to find out type of lexical interference, frequency of each type, the most dominant type, and the factors contribute to language interference in EFL learners’ written production. This is a descriptive-qualitative research. The data were taken using elicitation technique and documentation, and then analyzed by using theory of language interference. The findings of this research showed that EFL learners made five types of lexical interference, namely loanword, literal translation for loanword in L1, literal translation in using preposition, literal translation in using adverb of manner, and literal translation in using  comparative degree of adjective.
The Impact of Internal Marketing Practices on Employee Performance in Islamic Banks of Jordan

Many organizations in the banking industry recognize the importance of internal marketing practices because they deal with and respond to a changing environment to obtain a competitive advantage. The aim of this study is to evaluate internal marketing practices adopted by Islamic Banks of Jordan and their impact on employees’ performance. 500 Questionnaires were distributed to Islamic bank employees in Jordan. Relationships of variables in the proposed model and scale characteristics were analyzed using smart PLS. Results indicate that there are strong relations between hiring, empowerment, rewards and incentives, and employee performance. Management should empower the employees in the daily business and routine activities. In this era of globalization, Islamic banks must develop internal marketing practices as a distinct area of competition because the services that the organization generates are produced by the employees who direct them to the customers. Banks have to pay attention to high-performing employees.
VULNERABILIDADE EM SERVIDORES

Most networks with a web presence will expose some web and email server. These servers have security flaws that mostly come from PHP and ASP.NET technologies, which are complex technologies, but still with great vulnerabilities. A common type of flaw is called SQL Injection, which does not contain attackers adding SQL codes to a form, to gain access to hidden information from the end user. In addition, there is parameter tampering, a type of basic attack, in which information on cookies and form fields can be changed. Another way to modify this data is with the use of software that intercepts traffic on a network. In recent times they have even been created that reach the external communications of the server and these are already being used by cybercriminals and Bug Hunting companies. Although e-mail servers do not have so many vulnerabilities, they deal with e-mail traffic with malicious attachments that are the simplest way to bypass a firewall.
Teaching Reform of Bilingual Classroom of College English Writing under the Background of "Curriculum Thinking"

The level of writing ability is an important indicator to measure students' language application achievements. Therefore, in order to enable students to better complete the learning of knowledge, teachers should make corresponding changes to the teaching work mode, so that students can ensure the rise of learning quality. Therefore, the author mainly analyzes how to ensure the high-quality development of English writing classes in colleges and universities under the background of ideological and political courses, hoping that the writing division can be carried out smoothly, and the comprehensive ability of students can be comprehensively improved.
Ising Model in Human Social Interaction; The Physics Application Theory in Social Field

AbstractPhysics as a natural science is very wide. One of the intriguing topics which were so famous in 1925 is the Ising Model. This model describes the interaction of spins in lattices. A spin is an intrinsic form of angular momentum carried by elementary particles. Elementary particles are very tiny which composed a body. In reality, they always interact with each other and their interactions are so complicated. If we connect this phenomenon with social interaction, where all human beings in daily life always interact with each other. This is an extraordinary fact, that not only humans always interact as social creatures, but also elementary particles interact with each other and the environment around them.Keywords: Ising Model, social creatures, interaction AbstrakFisika sebagai ilmu alam sangat luas. Salah satu topik menarik yang sangat terkenal pada tahun 1925 adalah Ising Model. Model ini menggambarkan interaksi spin dalam kisi. Spin adalah bentuk intrinsik dari momentum sudut yang dibawa oleh partikel elementer. Partikel-partikel elementer sangat kecil yang membentuk suatu benda. Pada kenyataannya mereka selalu saling berinteraksi dan intereksinya sangat rumit. Jika kita menghubungkan fenomena ini dengan interaksi sosial, di mana semua manusia dalam kehidupan sehari-hari selalu saling berinteraksi. Ini adalah fakta yang luar biasa, bahwa tidak hanya manusia selalu berinteraksi sebagai makhluk sosial, tetapi juga partikel elementer berinteraksi satu sama lain dan lingkungan di sekitar mereka.Kata kunci: Ising Model, makhluk sosial, interection
ANALISIS SISTEM INFORMASI AKUNTANSI PERSEDIAAN BARANG DAGANGAN PADA UD. OCEAN BLUE DI MEDAN

The purpose of this study is to determine the accounting information system for merchandise inventory at UD Ocean Blue. This research was conducted with a qualitative method based on theory. The problem that occurs in this company is the emergence of the difference in stock of goods between physical recording and bookkeeping records, this is because the company does not have a receipt of goods which is specifically tasked with overseeing and receiving goods that enter the field, so the goods that are entered are not carried out first inspection. The results of this study can be concluded that UD Ocean Blue has a fairly good accounting information system. Can be seen from the elements of the inventory information accounting system that has been implemented well. In this discussion the authors found several weaknesses in the inventory system implemented by the company. However, these weaknesses did not really affect the inventory system of merchandise at UD. Ocean Blue. So that conclusions can be drawn accounting information system for merchandise inventory has been implemented well
국내외 아동학대 관련법과 처리절차에 반영된 아동 정서학대 및 방임의 정의

This study closely examines how child emotional abuse and neglect are defined not only by international regulations but also in South Korea, the United Kingdom, and the United States. Those of the United Kingdom influenced Korean policies on children, and the child abuse policies of the United States were the prime contributor to the establishment of child abuse prevention policies in Korea. This study seeks to explore how child emotional abuse and neglect are punished and dealt with in those two aforementioned countries and reflected in the specific guidelines for clarifying the definition and understanding of child emotional abuse and neglect in Korea. The research findings show that child emotional abuse and neglect are synonymous with failure in providing responsible care and any act that undermines a child’s healthy emotional development, including infringement of children’s rights and mental exploitation. Thus there is an obvious need for discussions at a social and policy level, with consideration of the following. Laws and regulations regarding the abolishment of child corporal punishment need urgent review, and we must analyze standards of emotional abuse and neglect to draw obvious lines between disciplinary behavior and illegal, abusive behavior towards children. Also, we must state a uniform understanding of definitions and types of emotional abuse and neglect in the most specific ways possible. We must expand the definition of a perpetrator of child abuse not to the parents but to the actual perpetrator, and we must thoroughly study the definitions to avoid legal ambiguity. The subject to legal protection also needs expansion, so that the law requires anyone who provides childcare to report emotional abuse and neglect.