Reviewerly/exHarmony huggingface dataset:
Applications of Science of Learning Principles to support Teaching and Learning of Cognitive Pattern Recognition

This paper addresses the applications of the science of learning principles to support the teaching and learning of cognitive pattern recognition. The paper first provides a brief introduction to the science of learning and cognitive pattern recognition. Six science of learning principles have been identified to be relevant to the teaching and learning of cognitive pattern recognition and are discussed individually. The paper also offers suggestions on how to integrate the various science of learning principles for teachers to teach cognitive pattern recognition in the classroom. A teaching process model for cognitive pattern recognition is proposed and developed, which incorporates the various science of learning principles to optimize learning and minimize redundancies. Finally, this paper highlights the implications and provides several recommendations for educators to consider when they decided to incorporate the science of learning principles into their curriculum to teach cognitive pattern recognition.
Implementasi Metode Market Basket Analysis Pada Sistem Penjualan Dan Pemasaran Pada Butik Nazwa Fashion

Nazwa Fashion Boutique Shop is a shop that sells various kinds of women's fashion such as clothes, pants, skirts and hijab clothing with various brands and prices. The Nazwa Fashion Boutique Shop is located at Jalan D.I Panjaiatan No.1 Kelurahan 16 ULU Kec. SU2 RT.32 RW.10 which has been established since 2013 or less than 5 years. During the sales process at the Nazwa Boutique Shop Mode is still done manually, ie prospective buyers come directly at the Nazwa Mode Boutique Shop to buy products Clothing available on the storefront store. This is less effective because consumers incur considerable costs. To overcome this problem, the author tries to provide a solution to build media sales transactions online, the online sales transaction media is to build an E-Commerce website using the Basket Market Analysis method as one of the media for sales and promotions that is useful to help companies market the products it sells and is targeted to manage again get income and increase the stock of goods in the warehouse. In addition, the existence of online transactions can make it easier for consumers to choose and order products they want so they can increase company profits.
Pemanfaatan Media Pembelajaran E-Learning Menggunakan Whatsapp sebagai Solusi di Tengah Penyebaran Covid-19 di SDN Gembong 1

In the modern era, information technology has experienced very rapid development, especially in education, the use of the internet in education continues to grow. E-leraning is a form of learning that utilizes electronic devices, whether using internet access or not. In the world of education itself, the use of internet access has been widely used for the use of applications / systems as a learning medium. The world of education is currently being shocked by the emergence of the spread of the Covid-19 virus, which indirectly has an impact on the world of education. One of the effects that we feel today is the implementation of online learning for students, from all levels throughout Indonesia. As educators, of course they must be able to adapt appropriately so that the learning process can still run optimally, even though learning is carried out with an online system, of course one of the things that must be prepared by an educator, in order to implement online learning is effectiveness and accuracy in selecting learning media by adjusting the condition of students. One of the media that can be used is Whattshap, because Whattshap has many features such as sending messages, sending pictures, videos, sounds, creating groups and others and is easy to operate. In this paper, we will try to describe how useful WA is in supporting student distance learning, the constraints faced and how the advantages / advantages are.
A Study on the Relationship among Experience Inducing Factors, Experience Satisfaction, and Behavioral Intention: Centered on the 6th Industry

This study conducted both literature research and empirical research to achieve the purpose of the study.For the empirical analysis, a survey was conducted for 28 days from February 1, 2020 to February 28, 2020.The subjects of the survey were those who visited the 6th industrial experience center in South and North Gyeongsang Province.Prior to the hypothesis verification, frequency analysis, reliability analysis, validity analysis, and correlation analysis were conducted in order to determine whether the data is appropriate.The results of the empirical analysis showed that cognitive, emotional, social factors, and the factors that induce the experience of the 6th industry presented in this study have a positive effect on the experience satisfaction.In addition, experience satisfaction had a positive effect on behavioral intention after perceiving the satisfaction of the 6th industry's experience inducement factor.The implication of this study is that the factors that can induce experience are very important for the visitors who want to experience the 6th industry.Furthermore, experience satisfaction in the 6th industry is proven as a key factor to have a positive impact on the behavior intention of visitors afterward.
Mind Web In Teaching Writing Skills at English Language Education Study Program of IAIN Palopo

The aim of this study is to find out the effective way to apply Mind Web effectively in teaching writing skill at the fifth semester students of English Language Education Study Program of IAIN Palopo. This study used Classroom Action Research. The target populations of this research were all of the fifth semester students at IAIN Palopo. The sample was taken from population by using Purposive Sampling technique. This case the research took 15 students of class B as a sample. The procedure of the research used three cycles namely cycle 1, cycle 2, and cycle 3 to find out the ability of the students in writing skill. Before explaining the material, the researcher motivated the students. For instance, the researcher told the students to study hard because their parents spent more money for their education, so they must study hard so that they could improve their skill in English especially in writing skill. The final result found that the effective ways to teach writing skill to students using mind web were: (1) Dividing the students into groups. So, the researcher could control the class easily; (2) Telling the students to make a good composition in a few minutes. The researcher also went around to each group to observe activities of students whether they write a good or not good in writing composition; and (3) Closing the meeting by suggesting them to study hard and consult the difficulties they found to their teachers. This situation of the teaching and learning process became more enjoyable, interesting and effective.
Peningkatan Pemahaman Siswa Dalam Menentukan Luas Bangun Ruang Melalui Metode Driil Pada Siswa Kelas VI SDN 15 Laman Bukit

The general purpose of this study was to determine the ability and understanding to determine the area of building in class VI students at SDN 15 Laman Bukit in the subject of mathematics. Specifically, it is to describe 1) improvement of students 'understanding in determining the area of building in class VI students of SDN 15 Laman Bukit, 2) Describe the extent of the drill method to increase students' understanding in determining the area of building in grade VI students of SDN 15 Laman Bukit. The method used is Classroom Action Research and researchers as action actors. The subjects of this study were the sixth grade students of SDN 15 Laman Bukit in the academic year of 2019/2020 as many as 16 students consisting of 8 male students and 8 female students and mathematics class VI teachers who were also as researchers. The procedure of conducting Indonesian Language learning research uses audio visual media through four stages, namely: a) planning, b) implementation, c) reflection and d) evaluation. Data collection techniques in research are non-test techniques in the form of cycles, questionnaires, and documentation. The cycle is done individually or in groups to find out and observe the development of students' mathematical abilities in the learning process which includes aspects of communication, cooperation, confidence, and empathy in conducting activities in the process of learning mathematics. The instrument used during the observation was a cycle worksheet. The score given on the cycle sheet uses a scale of 1 - 5. The results showed an increase in students' mathematical ability in groups in the process of learning mathematics increased from 19% in the initial conditions to 30% in cycle I and increased to 40% in Cycle II from the good category in cycle II increased to very good in cycle III.
GSdyn: Learning training dynamics via online Gaussian optimization with gradient states

Bayesian optimization, whose efficiency for automatic hyperparameter tuning has been verified over the decade, still faces a standing dilemma between massive consumption of time and suboptimal search results. Although much effort has been devoted to accelerate and improve the optimizer, the dominantly time-consuming step of evaluation receives relatively less attention. In this paper, we propose a novel online Bayesian algorithm, which optimizes hyperparameters and learns the training dynamics to make it free from the repeated complete evaluations. To solve the non-stationary problem i.e. the same hyperparameters will lead to varying results at different training steps, we combine the training loss and the dominant eigenvalue to track training dynamics. Compared to traditional algorithms, it saves time and utilizes the important intermediate information which are not well leveraged by classical Bayesian methods that only focus on the final results. The performance on CIFAR-10 and CIFAR-100 verifies the efficacy of our approach.
Global Types and Event Structure Semantics for Asynchronous Multiparty Sessions

We propose an interpretation of multiparty sessions with asynchronous communication as Flow Event Structures. We introduce a new notion of global type for asynchronous multiparty sessions, ensuring the expected properties for sessions, including progress. Our global types, which reflect asynchrony more directly than standard global types and are more permissive, are themselves interpreted as Prime Event Structures. The main result is that the Event Structure interpretation of a session is equivalent, when the session is typable, to the Event Structure interpretation of its global type.
Sistem Informasi Koperasi Simpan Pinjam Pada PT Meiwa Indonesia Berbasis Java

The purpose of this research is to make a Java-based savings and loan cooperative information system design to accelerate and facilitate performance in managing the search and storage of loan data at cooperatives as well as to produce a Java-based savings and credit cooperative information system. The research method used by researchers is the grounded research method, which is a research method based on facts and uses comparative analysis with the aim of conducting empirical generation, establishing concepts, proving theories, developing theories, collecting data and analyzing data in the same time. The results obtained are designing a savings and loan cooperative information system to assist in processing employee data. The construction of this information system is expected to simplify and provide maximum service for employees as well as to facilitate cooperative staff in collecting loan transaction data for reporting, data and information management processes become more effective, produce faster outputs and there is no misappropriation of loan data input or the occurrence of data duplication.
CIMMEP: constrained integrated method for CBR maintenance based on evidential policies

The quality of the proposed solutions by Case-Based Reasoning (CBR) systems is highly dependent on recorded experiences and their describing attributes. Hence, to keep them offering accurate and efficient responses for a long time frame, the maintenance of Case Bases (CB) and Vocabulary knowledge is required. However, maintenance operations are usually unable to exploit provided domain-experts knowledge although this kind of systems are widely applied in several real-life contexts. This offered prior knowledge is handled, in our work, in form of pairwise constraints: Regarding cases, Must-Link (ML) affirms that two given problems should have the same solution, and Cannot-Link (CL) informs that two problems cannot have the same solution. These constraints may also regard vocabulary knowledge in such a way that ML is generated when prior knowledge affirm that two given features offer correlated values, therefore, similar information, and CL is built when they provide different information. This paper proposes a new constrained & integrated method, named CIMMEP, encoding Constrained & Integrated Maintaining Method based on Evidential Policies, for maintaining both vocabulary and CB through eliminating redundancy and noisiness. Since CBR systems handle real-world experiences, which are full of uncertainty, CIMMEP manages this imperfection using a powerful tool called the belief function theory.
Support Vector Machine based Breast Cancer Classification using Next Generation Sequences

Next Generation Sequencing is inevitable for providing better approach for predicting and curing diseases with high success rate in an appreciable timeline.Modern technology such as machine learning support the medical research with high speed and tremendous accuracy from disease prediction to cure.In this paper, the supervised learning model, Support Vector Machine is applied on next generation sequences for the prediction of breast cancer.Ten basic features of DNA sequences such as individual nucleobase average count of A, G, C, T, AT and GC-content, AT/GC composition, G-Quadruplex occurrence, ORF (Open Reading Frame) count and MR (Mutation Rate) are used for framing the feature vector.The feature vectors along with the class value are considered as the dataset for supervised learning.Datasets are prepared to classify (class value) as '0' for normal sequences, '1' for BRCA1 cancer sequences and '2' for BRCA2 cancer sequences.Four different categories of datasets are prepared with 50, 100, 150 and 200 sequences for each class of normal sequence, BRCA1 and BRCA2 cancer sequence.While increasing the dataset size, the outlier, the distribution and scattered features of data were also analysed.The datasets are split into training and testing set with 80:20 ratio for the classification process.SVM model in Python is applied for supervised classification process.
Correlation Study of Motivation and Habits to Learn Japanese Language With Result of Japanese Language Proficiency Test

The study is interested in finding a correlation between motivation and study habits with Japanese Language Proficiency Test N3.Students of the Japanese Language Study Program at Universitas Muhammadiyah Yogyakarta 4th Grade the academic year 2018-2019.This research used a quantitative approach with a correlational approach.The research variables were Motivation (X1), study habits (X2), and the results of JLPT N3 (Y).The sample was 20 students determined by the non-probability sampling technique.Data were collected using questionnaires and document analysis.The questionnaire assessed motivation and study habits and documents to determine the Japanese Language Proficiency Test N3.Data analysis used multiple correlation analysis with the help of SPSS Statistics version 23.In the final results of calculations with various correlation analyses, Ha was rejected.There was no correlation between Motivation (X1) and study habits (X2) with Japanese Language Proficiency Test N3 (Y) in 4thgrade students of Japanese Language Department UMY, 2018-2019.The known F value is 0.543 <FTabel 3.55, and the sig F Change value was 0.591> 0.05.The hypothesis received in this study is that there is no correlation between motivation and study habits with the Japanese Language Proficiency Test N3.
STUDENTS’ PERCEPTION TOWARDS THE IMPLEMENTATION OF TALKING STICK MODEL TO PRACTICE ENGLISH SPEAKING SKILL

This research aimed to find out the students’ perception on the implementation of Talking Stick model to practice speaking skill, whether it is positive or negative. Since English is considered as a foreign language in Indonesia, so it is very important to practice the students’ speaking skill to communicate effectively. The English teacher however, can use the learning model as the classroom activity to motivate and engage the students to be confident to speak in front of the class. There many learning model, one of them is Talking Stick model. This learning model gives more opportunity to the students to speak in front of the class by using Talking Stick. The researcher formulated two questions. The researcher employed a survey model. There are two research instruments in this research which are questionnaire and interview.
Ironia e sarcasmo in Un filo di fumo di Andrea Camilleri

This article examines the representational modes of the relationships in Andrea Camilleri's Vigata community and, in particular, those presented in Un filo di fumo.Our initial consideration is that only by combining a semantic perspective with a pragmatic one, the measurement of Sicilianisms and the evaluation of the quality of the Sicilian-Italian language can provide useful information.We need to analyse the relationship that exists between the extra-linguistic hints provided by the narrator and by the characters and the dialogues interspersed in the novel to realise that one needs to be wary of the literal sense of the text in order to fully grasp the significance of many statements.In other words, speakers make constant use of oblique strategies of communication, amongst which, this article argues, irony and sarcasm (in the current interpretation offered by the philosophy of language) emerge as prevailing.As irony is seldom presented as dislocated from an environmental, relational, and historical context, both the narrator and the characters are charged with the duty of providing indispensable information.The Sicilian-Vigatese world arising from some of Camilleri's novels takes on a semiotic specificity, then, that can be deciphered only with adequate linguistic and cultural competence.
Тональная система как пространственная модель: синергетический подход

Research objective. The aim of this work is to consider and compare the spatial concepts within mythologic-cosmogonical systems in different cultures and the features of the musical structures and systems. The methodology is comparative analysis, retrospective analysis, system analysis, inductive analogy, differentiation, generalization. The scientific novelty. In the article for the first time summarizes the principles of internal interaction and phenomena from completely different spheres of science and culture, which correlate with each other on the basis of common laws of development and objective giving causes. The article lays the foundation for the development of a dynamic spatial model of musical systems. Conclusions. Musical-modal systems in their evolution are closely related to the cultures in which they arose and correlate with the respective models of the world understanding of these cultures. Obviously, the connection between cosmogonic and early musical systems provided for, if not absolutely identical, then a very similar principle of their structure. Duality, trinity and similar divisibility in the musical system duplicated the idea of divisibility and relationships of the world order in its cosmic universalism. At the same time, there is an objective physical datum of the nature of sound and its psychological perception by man, which allows one to create conceptual spatial models of musical systems based on general laws and semantic parallels with systems in other areas of knowledge. Since the European musical tradition, relying on the objective structure of the physical phenomenon of sound, is closely connected with the foundations of the European school of theoretical mathematics, it is quite legitimate to believe that the development of ideas about the relationship of musical tones was also associated with the development of a mythological and later philosophical cosmogonic worldview. This is confirmed by the examples of many civilizations. On the basis of this, it is assumed that it is possible to create dynamic spatial models of musical-modal systems. This will complement and expand the range of understanding of the processes of musical creativity, the interaction of the phenomenon of music with other spheres of activity.
Application of Blockchain Technology for Digital Transaction Security on Business Incubator Websites

The application of Blockchain technology in the context of providing security for transactions in the digital era 4.0 to prevent manipulation of transaction recording reports by irresponsible parties. By using research methods 10 (ten) literature reviews and methods of formulating problems, designing research, collecting data, processing &amp; presenting data, analysis &amp; research reports are expected to solve security problems in transactions. At present security in transactions is still very minimal, therefore a blockchain technology is needed to secure transactions where data can still be manipulated. Specifically, there are 2 (two) benefits of this research that use blockchain technology, (1) transactions become safer in the presence of encryption codes, (2) transactions become more transparent with blockchain. This research implements the encryption code into the payment system using AI Coin, where payment is now cashless, to make it more secure and transparent in transactions.
Verifikasi Geometri Kanker Nasofaring dengan Epid pada Pesawat Linac di Unit Radioterapi Instalasi Radiologi RSUP Dr. Kariadi Semarang

Background: In Indonesia, nasopharyngeal cancer ranks 4th most in malignancies. As a method of treatment, the development of radiotherapy has made it possible to give high doses to tumors with little risk of healthy tissue, but still maintain accuracy by performing geometry verification procedures. The purpose of this study was to determine the geometry verification procedure of nasopharyngeal cancer with EPID on the Linac plane in RSUP Dr. Kariadi Semarang; the average geometric shift that occurs and why is only done before fractions 1 and 4 only.Methods: This type of research is qualitative with a case study approach. The data is taken from February 2019 to June 2019 by the method of observation, documentation and interviews. The data obtained were analyzed by interactive models, making transcripts of interviews then reduced and processed in the form of open coding, presented in the form of quotations and concluded.Results: The results showed that the geometry verification procedure was started by making a calendar treatment, adjusting the patient's setup at the origin point, switching to the iso center point. Take the image portal with EPID AP and Lateral projections. Match image portals with DRR images. Then the geometric shift data were obtained with a mean shift from the iso center in 5 patient samples: vertical axis 0.15 cm to superior; longitudinal -0.01 cm anteriorly and laterally 0.04 cm to the right. Tolerance limit of 0.3 cm. This verification is only done before fractions 1 and 4 because of the high service load.Conclusion: The geometry verification procedure has been going well with the results of the shift is still below the tolerance limit. Verification information before the 1st and 4th fractions was not enough to assess the accuracy of the irradiation carried out properly maintained.