Reviewerly/exHarmony huggingface dataset:
Role of Higher Education Growth in Enhancing Economic Growth, Innovation Advancement and Technological Progress in Uganda (1970–2014)

We examine the role of growth in higher education in enhancing economic growth, innovation advancement and technological progress in Uganda during the 1970 to 2014 period. Higher education is measured by the higher (tertiary) education gross enrolment ratio (GER). The major hypothesis of the study is that “Higher education growth enhances economic growth, innovation advancement and technical progress”. The study is important because Uganda still has low levels of higher education GER, innovation and technology. Data set employed in the empirical analyses was obtained from the United Nations statistics database and analyzed using the generalised least squares (GLS) technique. First, we find that a 1% increase in higher education GER growth had the potential of causing economic growth, innovation advancement, technological progress and total factor (TF) to increase by 0.82, 0.10, 0.27 and 0.56%, respectively, during the given period. Second, empirical evidence shows that a 1% increase in economic growth, innovation advancement, technological progress and TF the potential of causing higher education GER growth to increase by 1.08, 5.02, 1.36 and 1.42%, respectively, during the given period. Third, over the given period, a 1% growth in innovation, technical progress and TF productivity had the potential of causing economic growth to increase by 4.63, 1.33 and 1.14 %, respectively. Fourth, a 1% growth in higher education GER had the potential of causing a rise in labour generation and capital accumulation growth by 0.53 and 1.56%, respectively.
Combined Bayesian and RNN-Based Hyperparameter Optimization for Efficient Model Selection Applied for autoML

The field of hyperparameter optimization (HPO) in auto machine learning (autoML) has been intensively studied, mainly in auto model selection (AMS), which finds the best set of hyperparameters, and neural architecture search (NAS), which optimizes the architecture of deep learning networks. In HPO, the two most significant problems are the demand of high level computational resources and the need of enormous computational time (GPU hours). In particular, the computational resources spent on HPO for complex deep learning networks are extremely high. Therefore, this paper augments HPO by adding recurrent neural networks (RNNs) to traditional statistical model-based algorithms to reduce the number of iterations of statistical models and eventually achieve the goal of lowering required computational resources. This paper’s main contribution is combining traditional statistical model-based algorithms and recurrent neural network models to reduce the computational time when doing HPO with deep learning.
GAN-Based Criminal Suspect Face Generator

We propose a criminal suspect face generator based on GANs to replace the problematic process of traditional criminal investigation. The proposed method consists of two crucial components: DCGAN for feature-based face generation, and StyleGAN for feature-guided face manipulation. The proposed framework addresses several practical problems of criminal investigation by first generating a face based on a feature and then transferring the face to different features or expressions for unlimited times in an objective and efficient way. Preliminary experimental results are promising to address the problems of crime investigations in real scenarios.
История изученности золотоносности бурятской части Алтае-Саянской металлогенической провинции

Four periods of geological study and development of the southeastern part of the East Sayan are considered. Significant, but scattered exploration allows to speak about the positive prospects of the area, while maintaining a high potential for discovering new interesting industrial gold objects.
Аналитические обзоры основных проблем геологии 2003–2007 гг. Виктора Ефимовича Хаина и их значение для понимания современных достижений в геологических изысканиях

A review of the main problems of geology by V.E. Khain in 2003 and 2007. This shows different degrees of validity of hypotheses with an emphasis on breakthrough work and clearly doubtful constructions that required additional argumentation at that time. This review is necessary to understand the progressive and degenerative development of geology in the last 20 years.
Article PENYULUHAN GAYA BERPAKAIAN ISLAMI KEPADA ANAK MELALUI KEGIATAN FASHION SHOW ANTAR PAUD SE-KECAMATAN MARANCAR

ABSTRACT&#x0D; Along with the development of the times, the world of fashion or fashion more and more new models and styles that come out. All fashion trends are competing to create fashion that is liked by the public. Apart from the world of fashion which is trending nowadays, we must pay attention to these modes so that we don't choose the wrong one, even to the point where there are those who violate the Islamic dress code. The purpose of this activity is to increase awareness of early childhood children to cover their nakedness since they are small. So that they get used to covering their genitals until they grow up. The result of this activity is that children are more motivated to pay attention to their appearance according to the teachings of the Islamic religion. know the limits of their private parts and can invite their friends to participate in covering their genitals as well by still dressing in Islamic fashion but not missing trendy fashions. &#x0D; Keywords: clothing, children, Islam
Language Selection to Attract Customers’ Attention: Verbal Branding and Representation of Specific Ethnicity

Words can motivate individuals to take action. In culinary sector, distinct ethnic verbal branding is one of the techniques to identify a restaurant brand. Specific phrases or words are selected to establish a powerful brand. This study aims to analyze the language selection for verbal branding and ethnicity representation in restaurants that use ethnic brands in Pekanbaru, one of the metropolis cities with the largest economic activities in Sumatera Island. Six restaurants were selected for their popular atmosphere, service, and cuisines authenticity specific to ethnic brand. This qualitative research was conducted from the perspective of cultural studies using an ethnolinguistic approach to collect data from three-month observations and interviews with the owners of purposively-selected restaurant to help understand the phenomenon. The results indicated that, lexically, the names of the restaurants contained ethnic words directly associated with certain ethnicities and are chosen to create a memorable brand. The analysis of associative meaning reveals that the restaurant brand represents an ethnicity with its uniqueness to produce strong branding which attracts customers. The combined lexical and associative meaning shows that restaurant branding represents not only the restaurant owners’ place of origin or ethnicity but also the authentic menus that define their culinary business. Research implications suggest the effectiveness of incorporating local words and ethnic representation in the restaurants’ names to bring in economic benefits and international branding.
Decentralized Storage for Big Data in Healthcare between Reality and Ambition: IPFS and Sia

Although blockchain was proposed in 2008 to solve the centralization problem in information exchange and eliminate the need for trusted third parties such as intermediaries or banks to conduct financial transactions, private blockchain applications today still suffer from the centralization problem. This situation has arisen because we cannot manage metadata on private or public blockchains, but a representation of this data as hashes or key values when the metadata is registered on central servers or the cloud. In this study, we highlight two decentralized storage platforms (IPFS and Sia) that can solve the centralization problem of current blockchain applications. We believe this work will be helpful for anyone working in Big Data and information systems related-fields.
Analysis of Data Mining at Supermarket X in Surabaya Using Market Basket Analysis to Determine Consumer Buying Patterns

The most common lifestyle change during the Covid-19 pandemic is an increase in peoples purchasing power. The strategy that sellers need to pay attention to is product placement. Product placement in stores on a small or large scale is one of the strategies that can affect consumer purchasing decisions. One supermarket in Surabaya experienced an increase in transactions during the pandemic, but there are some products whose sales are not as high as other products due to product placement that is not by the type or function so that when customers want to buy products they have to look for them first, this is not uncommon. customers do not shop or buy products which result in lower transactions and lower supermarket profits. So this research was conducted to provide recommendations for product placement in a layout that suits consumers wishes, grouping products based on consumer buying habits, and reduce search time. This research was conducted using the Market Basket Analysis (MBA) method. From the results, there are 19 rules which indicate that some products will be purchased if placed close to other products with a 100% confidence level.
NEW INFORMATION TECHNOLOGIES IN THE CONDITIONS OF DISTANCE EDUCATION

The article examines the possibilities of using new information technologies in the professional activity of a subject teacher, with the aim of improving various approaches to learning, focused on the development of the student's intellectual potential in the conditions of distance education. Competence - includes a set of interconnected qualities of a person (knowledge, abilities, skills, methods of activity) that are set in relation to a certain range of subjects and processes and necessary for high-quality productive activity in relation to them. Competence is a person's possession of appropriate competence, which includes his personal attitude towards it and the subject of activity. Competency approach is an approach that focused on the result of education, and the result is not the amount of information learned, but the ability of a person to act in various problem situations. In our work, we focused on the issue of formation and development of informational competence of subject teachers. By the information competence of the subject teacher, we will understand not only the use of various information tools, but also their effective application in pedagogical activities in the conditions of distance education. According to the new regulation on certification, if a teacher does not own a computer, he cannot be certified to the first or higher category. To increase the level of the teacher's information competence, it is recommended to: participate in seminars of various levels regarding the use of new information technologies in educational practice; participate in professional contests, online forums and forums; use a wide range of digital technologies and tools (text editors, image processing programs, presentation preparation programs, electronic spreadsheets) in preparation for lessons, electives, and project activities; ensure the use of Internet resources; form a bank of educational tasks that are performed with the active use of new information technologies; to develop own projects regarding the use of new information technologies in the conditions of distance education. It is also considered how the use of new information technologies facilitates the activity of the teacher in conducting classes. Possibilities of using new information technologies at all stages of conducting a modern lesson in the conditions of distance education. Key words: new information technologies, information competence, multimedia presentation, distance education.
Comparison of Examination Results of Acid-Fast Bacilli (AFB) Ziehl Neelsen (ZN) Method on BTA Preparations that are Directly Stained with Delayed Preparations

Tuberculosis is a direct infectious disease caused by the bacterium Mycobacterium tuberculosis. Most tuberculosis germs attack the lungs, which is known as Pulmonary Tuberculosis (pulmonary TB), but can also affect other organs, which is called extrapulmonary TB. Pulmonary TB germs in the form of rods, have special properties, namely acid resistance to staining. The purpose of this study was to determine the results of examination of acid fast bacilli (AFB) by the Ziehl Neelsen method on smear preparations which were immediately stained and left to stand for three days. The research was conducted using a descriptive approach with a sample of 10 people using a purposive sampling technique. In this study, staining was carried out twice, namely direct staining and delayed staining for 3 days and examined under a microscope. The results showed that there was no difference between the preparedness that was immediately colored and the one that was postponed for three days.
The Importance Of Video As Learning Media According To Principle Of Media Production “Visuals”

Video is an electronic medium that capable of combining audio technology and visually together. This research aim to video as learning media as media production of visual. The selection of video can also be packaged in various forms, for example combining face-to-face with group communication, using text, audio and music. Therefore, the educator must be efficiently master how to product the video as learning media, the principle of media production using VISUALS (Visible, Interesting, Simple, Useful, Accurate, Legitimate, Structured) is used to produce a video, as the result, the video media which is the product of VISUAL, This principle helps educators to better understand the essence of making video by paying attention to the visibility side, so that, it can be viewed by many levels of student, as well as attracting the attention of students, simple videos while still providing significant understanding to students, accurate in delivering material, and also remind video educators to pay attention in terms of structure so that the resulting video product is a video that can take the attention of students to the fullest. This paper is a qualitative type with library research whereas the main data is obtained from various journal articles with a content analysis approach.
Pengaruh Model Discovery Learning terhadap Keterampilan Mengembangkan Hikayat ke Bentuk Cerpen Siswa

This research is motivated by the skills of developing folklore (saga) into the form of short stories for students who are still low. The problem found is that students have difficulty developing folklore (saga) into short story form because they do not understand the material to develop folklore (saga) into short story form. This has resulted in the ineffectiveness of learning to develop folklore (saga) into short stories in the classroom. This study aims to describe the effect of the discovery learning model to improve learning to develop folklore (saga) into short stories for class X students of SMA N 1 Gunung Talang. . The population of this research is the students of class X SMA N 1 X Gunung Talang in the academic year 2021/2022, totaling 252 people. Samples were taken in class X IPA 5 and X IPA 6, totaling 25 people. The research method used in this study is the research design used is a quasi-experimental (quasi-experimental). The instrument used in this study was student performance tests. The results of this study are first, the skills of developing folklore (saga) into short stories for class X SMA N 1 Gunung Talang without using the discovery learning model to get an average score of 57.6 including sufficient qualifications in the range of 56- 65%. Second, the skills of developing folklore (saga) into short stories for class X students of SMA N 1 Gunung Talang using the discovery learning model obtained an average score of 76.2 including good qualifications in the range of 76-85%. Third, there is a significant influence in the use of discovery learning models in developing folklore skills (saga) into short stories for class X students of SMA N 1 Gunung because tcount &gt; ttable (6.96 &gt; 1.68).
SCIENTIFIC APPROACH AND COMMUNICATIVE COMPETENCE OF THE ENGLISH TEXTBOOK “FORWARD”

&lt;p&gt;Textbook has an important role in the process of teaching and learning activities. Therefore, this study aims to examine: 1) The Scientific Approach of the English textbook “&lt;em&gt;Forward&lt;/em&gt;”; and 2) the Communicative Competence of the English textbook “&lt;em&gt;Forward&lt;/em&gt;”. The method used in this study was a content analysis method in which it is a kind of descriptive qualitative research. The results of this study indicated that the textbook had implemented all stages of the Scientific Approach consisting of 80.77% observing activities; 58% of questioning activities, 70.77% of exploring activities, 75% of reasoning/associating activities, and 35.90% of communicating activities. Related to the Communicative Competence, the textbook consists of 23.81% elements of Discourse Competence, 23.81% elements of Linguistic Competence: 4.76% elements of Actional Competence, 14.29% elements of Sociocultural Competence, and 0% elements of Strategic Competence.&lt;/p&gt;
SENTENCE STRUCTURE PROBLEMS AND PARAGRAPH BUILDING IN UNDERGRADUATE STUDENTS’ ACADEMIC WRITING ABILITY

&lt;p&gt;The research is conducted to identify issues of sentence structure and paragraph building in academic writing ability. The objectives are to identify the most and the least common problems found in both variables. The data are sixty paragraphs of freshmen of three faculties of a state university in Depok, West Java. Descriptive analysis and Content analysis are the two methods which are used to analyze the data. The findings of the research are divided into two groups: Sentence Structure Problems and Paragraph building problems. For the first category the most common problems are the inappropriate use of Grammar Points, Lexical Units, and Cohesive Device, and the least are Punctuation, Run-On, and Stringy sentences. In the scope of paragraph building, not providing supporting details and irrelevant sentences are the most common problems; as for the least problems are irrelevant sentences and transition sentences.&lt;/p&gt;
MORPHOLOGICAL AND SYNTACTICAL ERRORS IN STUDENTS’ DESCRIPTIVE WRITING

&lt;p&gt;This research aims to: 1) show types of morpholigical errors in descriptive writing, 2) to show types of syntactic erros in descriptive writing, 3) to show types of errors, in terms of morphology or syntact in descriptive writing. It uses qualitative method (case study). It was conducted in SMA Negeri 1 Bangkinang Kota, Riau. It has started in September to completion. The 62 sample were gained through random sampling. The error classification sheets, which are derived from 62 students’ writing from SMA Negeri 1 Bangkinang, are used for the research instrument. The results of this research are: 1) there are some morphological errors in students’ descriptive writing, such as inflection, derivation, noun, adjective, verb, adverb, preposition, article, copula (be), auxiliary, conjunction, and pronouns. The errors mostly occur in auxiliary with a percentage of 14.67%. 2) there are some syntactical errors in students’ descriptive writing, such as passive voice, tense, noun phrase, prepositional phrase, subject/predicate, subject-verb agreement, demonstrative determiner, and paired adjective. The errors highly occur in Subject-verb agreement with a percentage of 23.04%. 3) The morphological and syntactical errors occur in the ommision, addition, misformation, and misordering.&lt;/p&gt;
TEACHING WRITING DESCRIPTIVE TEXT THROUGH RESPONDED THEMATIC WRITING TASK

This study aims at finding the effectiveness of Responded Thematic Writing Tasks in teaching writing descriptive text to develop students’ fluency in writing. This research is a pre-experimental research with pretest-posttest design. The sample of this research was 32 students of semester 2A of Study Program of English Language Education of Hamzanwadi University in the academic year 2021-2022. A writing test was used to collect the data. The data were then analyzed by using descriptive statistic, and paired sample T-test was used to test the hypothesis. Based on the result of the study, the mean score of the pretest was 63.28 while the posttest was 78.75. This shows that the mean score in the posttest was higher than the mean score in the pretest. Additionally, the sig score was at 0.00 &lt; 0.05, so the hypothesis (Ha) of this study was accepted. It implies that Responded Thematic Writing Tasks was significantly effective in developing students’ fluency in writing descriptive text. It is suggested that English teacher use Responded Thematic Writing Tasks as an alternative technique in teaching writing.
Creating Interactive Learning Media On The Adobe Animate 2021 Application As A Means Of Learning Graphic Design At SMA Negeri 3 Tambusai Utara

The development of learning media that is able to contain various types of text, graphics, audio and video can help in a learning, one of which is learning media with introduction material to Adobe Photoshop CS3 based on Adobe Animate 2021. This study aims to develop a learning media introduction to Adobe Photoshop CS3 based on Adobe Animate, The development model used in this study is the ADDIE model. The purpose of the study was to Create Interactive Learning Media introduction to Adobe Photoshop CS3 in the subject of Graphic Design produces interactive learning media products that are in accordance with basic competencies, material on the introduction of Adobe Photoshop CS3 which is equipped with video tutorials. So that interactive learning media introduction to Adobe Photoshop CS3 based on Adobe Animatecan be used as a good teaching aid in the learning process at school
Analisis Sentimen Kepuasan Investasi Pada Masa Pandemi dengan Metode Support Vector Machine dan K-Nearest Neighbors

Investment is an activity to invest assets in certain people or institutions in order to get profits for a certain period of time. Investment can not only be made for the short term, but also be used as saving for the future use. Investment has now become a trend since the pandemic started. Many people jump into this activity with the hope of getting very promising profits. Both teenagers and adults have tried to plunge into the investment activity. However, some people still don't understand how to invest properly, so that they must take is quite high risks that create a negative impact on the profits. During the current pandemic, it is worsened by the inflation on the value of the Composite Stock Price Index that can fluctuate along with various things. This study aims to review how the public responds in making investments during the current pandemic. The research uses the Support Vector Machine and K-Nearest Neighbors methods. Seeing the use of the Support Vector Machine and K-Nearest Neighbors methods, it can be concluded that SVM is better than KNN, with the SVM accuracy value of 96.84% and that of KNN of 95.74% with a accuracy difference of 1.10% between the two methods.
EFEKTIVITAS PEMBELAJARAN BAHASA INGGRIS PADA MAHASISWA STAB MAITREYAWIRA PEKANBARU

The Effectiveness of English Learning To Students of Stab Maitreyawira Pekanbaru. The purpose of this study is to describe the effectiveness of ENglish Learning in Maitreyawira STAB students in Pekanbaru. This is a qualitative research. It described the learning achievement process based on: 1) lecturer’s ability; 2) students activity; 3) result (individual and group). The result of this study were: 1) the process of English Learning in Maitreyawira STAB students ran well. The lecturer interesting approach in learning process and students were active; 2) the whole English Learning process was good since it was made based on RPS and the students were active and gave positive response; 3) the evaluation was in normal category since the IPK was 75 which meant the learning process was ‘normal’