Reviewerly/exHarmony huggingface dataset:
Data analysis of varied datasets using descriptive and predictive analytics in terms of time and accuracy

To anticipate the choice dependent on recorded information is conceivable through Predictive Analytics. Machine learning calculations are arranged into four classifications: supervised, unsupervised, semi-supervised, and reinforcement learning. Be that, as it may, in this paper, we will consider supervised learning. The working of supervised learning algorithms is to prepare informational collection as information, which comprises features and class names for learning. Prior to learning, descriptive analytics is applied to authentic information to comprehend the highlights and their effect on preparing. When learning is finished, the classifier is applied on informational test collection or constant informational index, which comprises just features. The classifier needs to foresee the class name, which is obscure in the informational test index. Here we examine a portion of the famous supervised learning algorithms like SMO, Naïve Bayes, J48, Random Forest, k-NN and the performance of these algorithms on different datasets based on time and accuracy. ML algorithms can be applied on different applications, such as email messages as spam or non-spam, an estimate of client purchasing conduct dependent on recorded deals information, oddity location, misrepresentation disclosure, cancer detection, diabetes prediction, etc. Our outcomes anticipated that SMO is best at exactness and IBk is best at preparing rapidly.
E-Form Standardization Reading Test (SRT) terhadap Kemampuan Membaca Mahasiswa

Many inputs are given by teacher to the students to develop their understanding of reading. Unfortunately, after the learning process has been carried out, many teachers ignore these reading skills tests. In this case, the test is not arranged based on the level of students' reading ability. Therefore, this study aims to create standardized tests, so that each student gets a type of test with the same level of ability even with different teachers. With the latest learning system, the Standardization Reading Test (SRT) will be arranged based on E-form. Students will take the test on their PC or mobile phone screen thereby speeding up the scoring system. This E-form based SRT will take advantage of the Quiz Creator application with features that require students to answer a reading test within a specified time. This research uses a development research type. Researchers developed a standardized test in the Intermediate Reading course. In this study, researchers used the Quiz Maker application. This Standardization Reading Test (SRT) will make it easier to measure students' reading comprehension skills in a valid and efficient manner. The first step is to see the potential and problems possessed by students in Intermediate Reading learning carried out by the chairman and research members. Then, data collection was carried out. Product design and design validation are carried out at a later stage by the chairman and members of the researcher. After being validated by the expert, the researcher revised the design. Product testing is also carried out as a consideration for next steps. If at the time of testing it is not satisfactory, the researcher will revise the design again to obtain the final product, namely the Standardization Reading Test (SRT).
How to Improve Utilizing Neural Interface by Means of Ontology-Driven Scientific Visualization Tools

The technological progress in the field of Brain-Computer Interface and its integration with IoT have now put on the agenda the question of the fast transition of the technology from laboratory experiments into everyday life.The paper presents an approach to improve utilizing neural interface with the help of ontology-driven scientific visualization tools taking into account the urgent problems of automatic adaptation to the specifics of different IoT infrastructure, models and datasets.Some issues of replicability and reproducibility of experiments are also under discussion in this paper.Using the principles of "clean-room reverse engineering" methodology to rewrite existing EEG device drivers we make it possible to embed visualization tools which dynamically render the streaming data coming from different EEG devices within a diverse IoT infrastructure without any legal complications.
Large Vehicle Service Service Application at M. Zakky Workshop Based on Android

M. Zakky's workshop is one of the car repair shops in Bengkulu City that handles large car vehicle services. The vehicle service process is carried out at the workshop location where consumers come directly to deliver the car to be serviced. Most consumers experience damage or strike in areas far from the workshop location, making it difficult for these consumers to deliver the car to the workshop. To make it easier for consumers, the workshop wants to provide services outside the workshop location. By utilizing current technology, it is possible to help the workshop by using an application that can be used using a smartphone. An application that can be used to view a complete list of service services with the cost of processing and can also see a list of spare parts that are sold. Consumers can order service services by selecting one of the service items provided or placing an order for spare parts and the workshop will directly go to the consumer to make repairs or install the spare parts ordered. The application for ordering large vehicle services at the M. Zakky workshop based on android was built using the java and xml programming languages ​​with the help of android studio software. The application consists of 3 parts, namely user, admin and mechanic. The user application is for general users who can order workshop service services, the admin application is used to process service data, while the mechanic application is used to receive orders that have been made by the user. The application can run well on the android platform with a firebase database so it requires an internet connection to be able to use it.
Experimental Evaluation and Analysis of LED Illumination Source for Endoscopy Imaging

The minimally invasive surgery uses a small instrument with camera and light to fit the tiny cut in the skin. The selection of the light depends on the power and driving current of the circuit. It can also help in the standardization of the camera and capture the tissues' true-colour image. This paper presents the LED source analysis used in the clinical endoscopes for surgery and thehuman body's medical examination. Initially, a LED source selection mechanism generating intense illuminance in a visibleband is proposed. A low-cost prototype model is developed to analyze the wavelength and illuminance of three different LEDs types. Aneffect on variation in LED illumination is investigated by changing the distance between the Borescope and LED source. True-colour image generation and tissue contrast are more important in medical diagnostics. Therefore, a sigmoid function improving the whole contrast ratio of the captured image in real-time is presented. The results of spectrum and wavelength for a current variation are presented. Type 3 LED produces higher illumination (i.e., 395 Klux) and peak wavelength (i.e., 622.05 nm) than other LEDs, while type-2 LED has better FWHM for the blue colour spectrum. The modification in the sigmoid function enhances the image with 34.25peak PSNR producing a true-colour image.
REDUPLIKASI BAHASA DAYAK NGAJU DALAM CERITA-CERITA TAMBUN DAN BUNGAI SERTA IMPLIKASINYA TERHADAP PEMBELAJARAN BAHASA INDONESIA DI SMA

Reduplication is a study of morphology regarding the process of repeating words, either in whole or in part, with varying phonemes or not, in combination with affixes or not, and becomes a language unit as a phonological and grammatical tool. This research was conducted to find out how the form and meaning of the reduplication of the Ngaju Dayak language in the stories of Tambun and Bungai are found in the book "The Ot Danum from Tumbang Miri until Tumbang Rungan".&#x0D; This study uses a qualitative research method with a descriptive approach and the data are taken from a book about legend stories about the Ngaju Dayak in a book entitled "The Ot Danum from Tumbang Miri until Tumbang Rungan". Data collection techniques on this research is a listening and note-taking technique. Data analysis techniques used is according to Matthew B. Miles and A. Michael Huberman which is divided into three namely data reduction, data display or data presentation, as well as conclusions and conclusions verification. The results of the research on the legendary stories about Tambun and Bungai in a book entitled "The Ot Danum from Tumbang Miri until Tumbang Rungan" shows that (1) there are 4 forms of reduplication and 3 types of reduplication meanings in this study. The results of the study also has implications for literary learning for grade X senior high school students in second semesters, especially KD 3.4, and KD 4.4.
Intelligent Tutoring Systems: Preliminary Thoughts

This chapter introduces the educational background of the INTUITEL concept. It argues from general considerations to actual problems. First, basic structural elements of organized teaching and learning processes and an interpretation of these elements for teaching and learning are laid out. Second, implications of using computer technology as a medium in organized teaching and learning processes are discussed. Third, the history of adaptive assistant systems for educational processes is presented. Fourth, conclusions from these preliminary thoughts are drawn.
Text Data Mining of Risk Management Process for Human Resource Management from the Aged Care Quality Reports

This study aimed to compare and test two different research methods for study Australian Aged Care Quality reports to identify risk factors for human resource management.The original 2,876 Aged Care Quality reports were released from March 8, 2015 to December 31, 2018, and they were extracted and loaded into a designed PostgreSQL database.Two typical research methods ('Pdf(word) advanced search' and 'Pdf(word)-text-mining' based on python) were tested and compared for identifying risk factors from human resource management.Qualitative data analysis was further conducted on these accreditation reports to understand why an RAC home failed in human resource management.There was no significant difference in using different two methods for identify failed Aged Care Quality reports in accuracy.'Pdf(word)-text-mining' has advantages in efficiently analysing structured data and special term in aged care.We found 62 aged care quality reports that recorded failure of at human resource management by 'Pdf(word)-text-mining'.There were significant positive advantages for using 'Pdf(word)text-mining' to deal with big size data in Aged Care Quality research.The findings suggested that 'Pdf(word)-text-mining' method can solve a lots of issues for studying Aged Care Quality reports with efficiency and accuracy.'Pdf(word) advanced search' is also suitable for small size of data and has disadvantages in efficiency.The future research can further validate the better research method for Aged Care Quality research.
Hubungan Kebiasaan Belajar Dengan Hasil Belajar IPS Siswa Kelas IV Di Desa Tunjungharjo Kecamatan Tegowanu Grobogan

The government seeks to realize quality education by improving the quality of human resources through education, in the learning process, supporting facilities and infrastructure are needed in the form of human resources, learning media and the potential of students. The results of interviews with classroom teachers indicate that there are ineffective study habits. Reflected before the learning process, the teacher prepares students and asks students to issue textbooks for the subjects to be studied. The aims of this study are as follows: 1) To examine the relationship between study habits and social studies learning outcomes for fourth grade students in Tunjungharjo Village, Tegowanu District, Grobogan. 2) Describe the relationship between study habits and social studies learning outcomes for fourth grade students in Tunjungharjo Village, Tegowanu District, Grobogan. There is a positive and significant relationship between study habits and social studies learning outcomes for fourth grade students at SDN Tunjungharjo 1 and SDN Tunjungharjo 2, Tegowanu District, which is indicated by a correlation coefficient of 0.641 with a strong level of relationship between study habits and social studies learning outcomes because it is in the 0.60 interval. -0.799 with a contribution of 41.1% and 58.9% influenced by other factors not included in this study. Shown by a correlation coefficient of 0.721 with a strong level of relationship between study habits and learning facilities with social studies learning outcomes because it is in the interval 0.60-0.799 with a contribution of 52% and 48% influenced by other factors not included in this study.
CONCEPTOSPHERE AS AN ELEMENT OF CULTURAL-PHILOSOPHY MODEL OF A LITERARY AND ARTISTIC WORK

The humanities are in a relentless search for optimal and more effective (compared to existing) research methods and strategies. The author of this article, as a research method, develops the general theoretical foundations of the cultural-philosophical model of a literary and artistic work, which can be used in the study of the creative heritage of various writers. The structural elements of the cultural-philosophical model of a literary and artistic work, along with the concept sphere of the corresponding literary and artistic work, include: the sum of humanitarian studies of a literary and artistic work, its main cultural and philosophical idea, genre, as well as a writer’s biography. Description of the concept sphere as an element of the cultural-philosophical model of a literary and artistic work is the purpose of this article.&#x0D; The basis of the research is formed by general scientific methods and interdisciplinary methods of scientific knowledge. In the course of working on the article, the author turned to cultural and philosophical analysis, as well as content analysis of scientific literature.&#x0D; Based on the results of the study, the author comes to the conclusion that one of the conditions for the productivity and completeness of the cultural-philosophical study of a literary and artistic work is the review and analysis of existing concepts. At the same time, the concept sphere is positioned as the most important means of interpreting literary and artistic works. The results of the study can be used not only in research of philosophical and cultural content, but also in works of a wide humanitarian profile, as well as in the educational process.
Herding in Cryptocurrencies: CSSD and CSAD Approaches

This paper uses CSSD developed by Christie and Huang (1995) and CSAD developed by Chang, Cheng, and Khorana (2000) to test for herding in cryptocurrencies over the period 21/09/2018-21/09/2022.Two sets of cryptocurrencies were considered, one containing the 34 largest cryptocurrencies by market capitalisation and the other containing 15 cryptocurrencies with market capitalisations under $200 million.Any cryptocurrencies launched after 21/09/2018 were excluded from the samples in the interests of consistency.Using CSSD, no herding was detected while with CSAD a weak herding effect was observed, though the results were not statistically significant.This paper has important implications for cryptocurrency investors, researchers, and policymakers.
Family Support Related to Quality of Life in Diabetes Mellitus Patients with Ulcer

Background: Some issues which might be frequently discovered in patients with diabetes mellitus with slow ulcer healing. These conditions are due to prolonged treatment, high treatment costs, decreased productiveness, and less family support, all of which have an essential effect on the patient's quality of life. The objective of the study is to identify the relationship of family support with quality of life in diabetes mellitus patients with ulcers. Methods: This observational study involved 47 randomly selected patients with type 2 Diabetes Mellitus aged 40-80 years, with foot ulcers and have no diabetic ketoacidosis and nonketotic hyperosmolar complications. Using Hensarling’s Diabetes Family Support Scale and Diabetes Quality of Life questionnaire, data were collected. Data were analyzed using the Spearman rank test with a significance level of p &lt;0.05. Results: The results indicated that, on average, diabetes mellitus patients with ulcers had adequate family support, particularly in terms of informational assistance, as well as excellent lifestyles. This study found that family support is related to the quality of life (p = 0.048). Conclusion: Excellent family support will enhance self-care management compliance in order that the quality of life of diabetes mellitus patients will improve. Assistance and empowerment of the role of the family in being concerned for Diabetes mellitus patients can maximize family support for patients.
On the Implications of Mobile Learning Theory to Oral English Teaching

With the development of domestic education informatization, under the general application of information technology and network technology, English teaching mode and methods have changed significantly. At present, with the popularity of mobile phones, iPads and other mobile terminals, the conditions for "mobile learning", an educational form based on communication and information technology, are becoming more mature. Various English learning apps are pouring out, providing conditions for breaking the unilateral input teaching in traditional oral English and realizing the flexibility and interactivity required in oral English teaching.
Analyzing the Impact of Student Population Structure on Development of Learning Skills in Students with Disabilities in Higher Education Institutions of the Cultural Sector

The article presents the results of a study on the influence that student population structure has on the development of learning skills in students with disabilities in higher education institutions of the cultural sector.The participants of the study were 226 students with disabilities in their 2nd to 6th years of university, from 43 higher education institutions in the field of culture and different training programs.As an indicator of the level of learning skills development in students with disabilities, we took the parameter of student academic performance, presented as an average grade (on a five-point assessment scale) following the results of midterm assessments.The population structure of students with disabilities in higher education institutions of the cultural sector included 15 parameters, the information on which was collected through an online survey.It is shown that the level of learning skills development in students with disabilities correlates with the indicators of the student population structure.The obtained results allow us to conclude that the structure of student population in higher educational institutions of the cultural sector influences the development of learning skills in students with disabilities.
Perkembangan Bahasa Aud Dan Praktek Permainan Bahasa Anak

Language is the only communication tool for children to convey what they feel. Early Childhood Education develops six aspects of children's learning, namely Religious and Moral Values, Social Emotional, Language, Cognitive, Physical Motoric and Art. Language development aspects become the main focus on writing In this article. Games cannot be separated from the world of children. Because by playing children can express their feelings in various models of children's language. Interesting games with various shapes, colors and sounds will make children happy to play them. There are various forms of games language for children such as traditional games, finger puppets, face guessing, storytelling and magic box games. The research method used is a literature review taken from several articles on language development and the practice of children's language games. The purpose of writing this article is for teachers to stimulate language development children with a variety of fun game models an. That way children can be separated from dependence on gadgets.
PERAN MULTIMEDIA INTERAKTIF PEMBELAJARAN MEMBACA AL-QUR’AN BERDASARKAN ILMU TAJWID DENGAN METODE JOYFUL LEARNING DI MI MATHLA’UL ANWAR MARGOSARI

Abstract&#x0D; As for some of the problems that the researchers found at Madrasah Ibtidaiyah Mathla ul Anwar (MIMA) Margosari, namely the lack of interest and lack of reading law and makhroj. This resulted in many students who do not understand the reading of the Koran is good and correct. The purpose of this study was to determine the role of interactive multimedia in learning to read the Qur'an with the joyfull learning method. This study used a qualitative approach. The data collection technique in this study was through observation, documentation and interviews because with this method, detailed data could be obtained starting and activities. tedious learning to the learning outcomes of the role of media in learning. The sample of this study was 52 large class students from class 5-6 MIMathla'ul Anwar Margosan using cluster random sampling technique. The results obtained from this research are that students are more enthusiastic to learn and are motivated to learn tajwid and understand the law of reading and are able to apply makhraj on reading the Qur'an.&#x0D; Keywords: The role of interactive multimedia, the Qur'an, Tajweed science, joyful learning
PERENCANAAN SISTEM DRAINASE PERUMAHAN GRAND KENJERAN DENGAN PRINSIP ZERO DELTA Q

Grand Kenjeran Residence is a mega project which has a lot of access and facilities at East Surabaya district. Related to the development’s location, East Surabaya District had peat and swamp like soil which has high land subsidence and prone to be flooded. Based on that condition, a drainage system is required to draining the rainwater towards existing drainage system. Zero Delta Q Policy is a “flood caution” concept by applying flood’s runoff restrictions as a result of the development, which the difference between before and after runoff debit has to be zero. Based on the analyzing report, there are some chsnnel precast available to use for Drainage System 1 : Box Culvert size 200x150x100 cm ; Box Culvert size 120x120x100 cm ; Uditch + Cover size 50x50x120 cm and Drainage System 2 : Box Culvert size 120x150x100 cm; Box Culvert size 100x100x100 cm ; Uditch + Cover size 40x50x120 cm. Fulfilling the “Zero Delta Q” concept, the design of boezem had volume of 7.182,47 m3 which is larger than the requirements at 7.181,925 m3 and floodgates on drainage system.
THE ENERGY FACTORS OF SOLAR FLARES

Flares in the active regions of the Sun vary in energy by 5 orders of magnitude.It has been investigated for factors that lead to such differences.The situation with the acceleration of electrons, which make the main contribution to the energy of the flare, is studied.It is supposed that the acceleration process occurs in an X-type magnetic peculiarity.The analysis of this process has shown that the main energy factor of a solar flare is the number of accelerating electrons.Changing flow of these electrons gives 4 orders of magnitude in energy.At the same time, it turned out that the cross-sectional area of the acceleration zone itself probably is not depended on the flare energy.The diameter of this section has a value of about 100 km.