Reviewerly/exHarmony huggingface dataset:
Implementing Triple Entry Accounting System with π Account on Block-chain Protocol

Lao Tzu (“ 老子 ”) described in the Tao Te Ching (“ 道德經 ”) that “The Tao begat one”. One begat two, Two begat three, and “three begat the myriad things”. “Three” is a magic number in Chinese society, and we believe that “triple”-entry accounting can also magically connect to the world. We have verified that all accounting activities can be recorded on blockchain through the triple-entry accounting design, and transaction with layer-by-layer journal entry could connect all economic activities of the world each other. In this paper we redefine the term “triple entry accounting” with blockchain protocol and proposes new π-account concept to visualize and analyze the journal entry of accounting book, and gain full picture of economic activity on blockchain. We also introduce hierarchical deterministic structure on blockchain protocol mapping into account book structure in compliance with international accounting standard. At the same time, we have verified that the distributed ledger technology has completely implement both internal and external straight through processing. In the near future, we will have a visual tool to exam the results of our research through data structure of triple-entry accounting.
A Study on the Facilitation Factors of NON-COMMISSIONED Officer’s Field Leadership: Focused on Delphi and AHP Method

Purpose: The study applied Delphi and AHP method to analyze the factors that can promote Non-commissioned officers(NCO)’ field leadership in about 30...
Penerapan Metode C5.0 Untuk Pengelompokkan Potensi Nasabah PT.Pegadaian Berdasarkan Pola Pembayaran Angsuran

Classification of potential customers is necessary to identify potential customers. Customer of PT. Pegadaian is often late in making loan installment payments and is often past the predetermined due date. This can cause losses to PT. The pawn shop itself. In this study, data mining with the C5.0 method will be used to analyze potential customers based on installment payment patterns by selecting attributes that will be processed using information gain. The attribute with the highest information gain value will be chosen as the parent of the next node. Customer data will be analyzed to get a decision. It can be proven that manual calculations are the same as calculations in the application. The results obtained are a decision tree.
CALCULATION OF DISCRIMINATIVITY AND VALIDITY FOR EVALUATION OF THE QUALITY OF THE PEDAGOGICAL TEST FROM THE COURSE OF MATHEMATICS ON THE TOPIC "RANKS "

The last twenty years the Department of Higher Mathematics and Applied Informatics of Samara State Technical University has been using tests on all chapters of the Mathematics course to control students' knowledge. To understand how objectively a particular test allows a given assessment, it is necessary to examine its quality. Many theories are devoted to this problem. This article will analyze test quality and test tasks based on classical test theory. The study consists of the following stages: compiling a control test; conducting it on a sample of students that meets all the requirements of statistical analysis; processing of this sample and calculation of basic characteristics; analysis of the resulting coefficients, which allows us to conclude whether the test under study can be used as a control of the level of knowledge of students and what changes need to be made in order to improve it. This article analyses some characteristics when examining the quality of the test on the topic "Series" of the course of mathematics, namely, discrimination and validity. To analyze the validity of the test, point biserial correlation coefficients were found - these are correlation coefficients of some task with the student's individual score. After that, the total validity coefficient was calculated. As the calculations showed, the total validity coefficient is 0.53. This is a fairly high indicator, which cannot be said about some point biserial correlation coefficients, namely, for tasks No. 2 and 9. Therefore, these tasks must either be modified or replaced by others. Analysis of the discrimination coefficients of test tasks showed that their values satisfy the requirements of experts.
PENGARUH MOTIVASI BELAJAR TERHADAP HASIL BELAJAR SISWA DALAM PEMBELAJARAN DARING

Online learning leaves behind as problems that make students' learning spirit decrease. Giving encouragement and motive to students is expected to be able to adjust even though the situation is difficult to compromise. This is what happened to one of the students of SMP Negeri 3 Bintan Timur who felt that during online learning his learning achievements improved and learning motivation was a factor that influenced the success gained. This study is a case study with qualitative approach that seeks to explore the motives of the subject in improving learning outcomes, especially in online learning. Researchers collected data using interview techniques directly to subjects and parents as well as questionnaires through google forms to teachers and friends of the subject, with a total of two people each. Furthermore, data processing is done by analyzing students' problems, then seeking information from sources or people closest to the subject and finally finding the motives of the subject in improving learning achievement. The results showed that the provision of learning motivation can improve the learning outcomes of the subject, this is proven by the subject successfully becoming an outstanding student in the classroom. The purpose of this research is to explore the motivation of learning the subject and know the role of parents, teachers and friends in providing learning motivation. With this research can contribute to students, teachers and parents that the motivation of learning is very necessary to grow in order to strengthen the desired goals can be achieved.
Library: Program for Undergraduate Research Experience (PURE): Contact Us

This guide is intended to support students participating in the Program for Undergraduate Research Experience (PURE) program as well as their supervisors, at the University of Calgary..
Integrating Ecological Lifestyle Education into Teaching Citizen Education at Secondary School in Vietnam - A Content Perspective

Ecological lifestyle and ecological lifestyle education for students has recently been a concerned issue as unsustainable development leads to countless negative effects on the environment. Based on document analysis and theoretical framework, the author aims at generalizing several theories of ecological lifestyle, ecological lifestyle education and proposing certain contents of ecological lifestyle that can be integrated into teaching the Citizen Education subject at Junior Secondary School in Viet Nam for both the current curriculum and the new curriculum applied from 2018. The practical significance of this research paper is to propose teaching contents for integrating ecological lifestyle together with lists of textbook sessions suitable for integrating these contents in the current curriculum and the 2018 curriculum. These are valuable suggestions for teachers during organizing teaching activities.
Students’ Attitude Towards English Language Learning of 3rd Grade Students of SMP Nasional Makassar

This study aimed to investigate the attitude of English as a Foreign Language (EFL) learners of SMP Nasional Makassar towards English Language Learning in behavioral, cognitive, and emotional aspects. To this end, a questionnaire survey was conducted on a total of 30 selected from 90 samples. The findings of the quantitative data analysis indicated a positive attitude towards the English language and use in three areas of behavioral, cognitive, and emotional learning.
An Approach to Develop Mobile Proxemic Applications

Traditional Human-Computer Interaction (HCI) is being overpowered by the widespread diffusion of smart and mobile devices. Currently, smart environments involve daily day activities covered by a huge variety of applications, which demand new HCI approaches. In this context, proxemic interaction, derived from the proxemic theory, becomes an influential approach to implement new kind of Mobile Human-Computer Interaction (MobileHCI) in smart environments. It is based on five proxemic dimensions: Distance, Identity, Location, Movement, and Orientation (DILMO). However, there is a lack of general and flexible tools and utilities focused on supporting the development of mobile proxemic applications. To respond to this need, we have previously proposed a framework for the design and implementation of proxemic applications for smart environments, whose devices interactions are defined in terms of DILMO dimensions. In this work, we extend this framework by integrating a Domain Specif Language (DSL) to support the designing phase. The framework also provides an API, that allows developers to simplify the process of proxemic information sensing (i.e., detection of DILMO dimensions) with mobile phones and wearable sensors. We perform an exhaustive revision of relevant and recent studies and describe in detail all components of our framework.
Prediksi Kepuasan Mahasiswa dengan Menggunakan Algoritma C4.5 terhadap Pelayanan Akademik

Prediction of student satisfaction with academic services needs to be done to evaluate the performance of higher education institutions in the academic field, especially at Pandanaran University.In this study, using the data mining algorithm Decision Tree C4.5 method in classifying student data through a questionnaire on the aspects of tangible, reliability, assurance, responsiveness and empathy.The results of classifying student data using the Decision Tree C4.5 algorithm produce a decision tree model with an accuracy value of 87.92% and an AUC of 0.990 so that it is classified as very good data.
A Brief Study of Utilization of Augmented Reality in Context with Modern Library

A 21st century library resembles a laboratory. The Right to Emergency (RA) opens a new chapter in the field of libraries. It has received a lot of attention in recent years and created something in the everyday community with the 2016 global Pokemon GO boom. AR has been around for over 60 years, but the term wasn't officially coined until 1990. A day away from turning fictional science fiction into science-based truth. It's a compelling technology that gives high-tech device users access to cutting-edge technology through cutting-edge technology. Virtual reality works with headphones, tablets, smartphones and even digital devices like PCs, the device contains software, sensors, and digital projections that create digital displays of physical things. The ability of AR is to improve what already exists makes it the perfect library. Given users 'expectations about libraries, professional libraries should be reoriented to the implementation of augmented reality applications more efficiently and effectively under the auspices of libraries -AR. Binary.
Inequality of Educational Opportunities and Digital Literacy of School-Age Children In Sumatra

Inequality of educational opportunities is at the root of economic problems. Educational attainment will be a basic element in generating income, which will improve the quality and well-being of every child in the future. This study aims to look at the inequality of educational opportunities and the impact of digital literacy of school-age children on the inequality of educational opportunities in Sumatra. The results of the calculation show that there is an inequality of educational opportunities in Sumatra. Riau islands and Lampung provinces have the most ideal conditions where the inequality of education opportunities of low school age children and digital literacy of children is high. While the provinces of North Sumatra and South Sumatra have the least ideal conditions, the inequality of educational opportunities of high school-age children and digital literacy of children is low.
The Development of Subject Gateway and Library Operating Model for the Diffusion of Entrepreneurship – Focus on Job and Employment Services

High unemployment rates repeatedly cause recurring social problems such as fewer employment opportunities and employment insecurity. Following this trend, various programs related to employment have been provided through various government and institutions. However, they have established overlapping policies and programs and there is no one stop gateway to find effective and efficient way to find relevant information. For this purpose, this study aims to provide employment and job search subject gateway development. The study has carried out case studies, literature reviews, and user survey. Based on this study, it suggested a linked metadata model to organize and link scattered information together, and a digital gateway operating diverse information services. It is expected to provide a basis to develop comprehensive information service model for employment. URL:  http://ijkcdt.net/xml/28317/28317.pdf
Implementasi Metode Forward chaining dan Certainty factor dalam Mendiagnosa Autisme Anak Berbasis Web

Lack of parental or community knowledge of the symptoms of autism in their children results in neglected early detection. This of course can be too late in the treatment of autism in the future. Therefore, this study aims to design a web-based expert system for diagnosing children's autism. The development model used to design an autism expert system in children is a waterfall and implements the forward chaining method and the certainty factor method. While the data collection methods consisted of interview methods and literature study methods. From the results of the calculation test, it is concluded that the results of manual calculations and the web-based application of an expert system for autism diagnosis in children are the same as the results of the 98% confidence level. With this web-based autism expert system in children, it is hoped that it can help parents or the community to detect autism in their children early on.Keywords:Autism, Expert System, Web Based, Forward chaining Method, Certainty factor Method.
Stories from an autodidact

What does it mean to have a career that has been shaped by luck and learning? With no formal training in the software industry, the author shares a personal story of the ups, downs, and sometimes sideways moments in her career.
The Implementation of Discovery Learning in Teaching Writing Recount Text: The Case 12th Grade Student of 01 Batealit Vocational High School, Jepara

The purpose of the study is to know the implementation using discovery learning method to teach writing recount text 12th grade student of 1 Batealit Vocational High School and to know the surplus and deficiency by using discovery learning method. The respondent of this research are the English teacher and the student of agriculture 12th grade. And the method are using interview and class room action research. The result is discovery learning method is more comprehensive than doesn’t using discovery learning. Although there are many difficulty to apply this method because some of them didn’t familiar with this method and most of the students are the lazier person but they are smart students. After applied the discovery learning they more pleasant with English.
Developing normalization schemes for data isolated distributed deep learning

Distributed deep learning is an important and indispensable direction in the field of deep learning research. Earlier research has proposed many algorithms or techniques on accelerating distributed neural network training. This study discusses a new distributed training scenario, namely data isolated distributed deep learning. Specifically, each node has its own local data and cannot be shared for some reasons. However, in order to ensure the generalization of the model, the goal is to train a global model that required learning all the data, not just based on data from a local node. At this time, distributed training with data isolation is needed. An obvious challenge for distributed deep learning in this scenario is that the distribution of training data used by each node could be highly imbalanced because of data isolation. This brings difficulty to the normalization process in neural network training, because the traditional batch normalization (BN) method will fail under this kind of data imbalanced scenario. At this time, distributed training with data isolation is needed. Aiming at such data isolation scenarios, this study proposes a comprehensive data isolation deep learning scheme. Specifically, synchronous stochastic gradient descent algorithm is used for data exchange during training, and provides several normalization approaches to the problem of BN failure caused by data imbalance. Experimental results show the efficiency and accuracy of the proposed data isolated distributed deep learning scheme.
Cryptocurrency Market Analysis: Realities and Prospects

This article presents the analyze of the cryptocurrency market, the practice of state regulation of the cryptocurrency.The study of the cryptocurrency market and the experience of its regulation revealed certain similarities.Cryptogrivna, which can be put into circulation, means the formation of new institutional conditions for the development and functioning of the national financial market.At the same time, it is important to understand that cryptocurrency cannot completely replace traditional means of payment and payment methods, either in the medium or in the short term.In this regard, in order to ensure national economic security, the unification of the current tax and financial legislation with acts of international law, in terms of economic and organizational approaches to the circulation and emission of world and national cryptocurrencies, is of particular relevance.This will make it possible to create a number of new financial instruments that can be used to stimulate the growth of the national economy, which today is gradually emerging from the crisis zone, showing a trend towards further growth.
LibGuides: Creating Maps with HistoryPin: Copyright and MLA Citation

Create interactive digital maps with pinned archival or open web images, video, and text. Digital maps; digital tours; digital collections. Great for class and group assignments.
The Application of Project Based Learning Models to Improve The Skills of Writing Negotiation Text for Students in Al Azhar 3 Bandar Lampung High School

Abstract: Background: The problem in this study is the low skills of writing negotiation text of class X IPS Al Azhar 3Bandar Lampung High School in the 2019/2020 academic year. This study aims to describe (1) the learningplan, (2) implementation with a Project Based Learning model. The benefits of this research are to fosterstudent learning activity and motivation, broaden insight and knowledge for educators/researchers, contributeto school principals to determine school policies to improve the quality of learning, especially writing lessons.This study used a Classroom Action Research design, the process consisted of four stages, namely planning,implementing, observing, and reflecting. This action research was conducted in three cycles, and each cycleconsisted of two meetings.Materials and Methods: The type of research used is Classroom Action Research which is conducted in threecycles. Place of research at Al Azhar 3 Bandar Lampung High School. Cycle I, cycle II, and cycle III throughthe application of a project based learning model. The cycle consists of planning, implementing, observing, andreflecting.Results: The results of this study indicate that (1) the learning plan to write negotiating texts through theapplication of the project based learning model for class X IPS 3 Al Azhar 3 Bandar Lampung High School inthe precondition is 58.65 with a poor category, cycle I is 70.67 with adequate category, cycle II was 80.76 witha good category, and cycle III was 95.19 with a very good category; (2) the implementation of learning in theprecondition 62.91 in the sufficient category, the first cycle of 72.5 in the sufficient category, the second cycle of81.25 with the good category, and the third cycle of 95.83 with the very good category; (3) the average increasein the quality of learning to write negotiating text for students in class X IPS 3 Al Azhar 3 Bandar LampungHigh School in precondition is 64.09 with sufficient category, cycle I is 70.93 with enough category, cycle II is74.78 with good category, and cycle III of 90.65 with a very good category.Conclusion: Learning activities as a whole, both from lesson planning, learning implementation, and learningassessment from preconditions, cycle I, cycle II, and cycle III have increased. Keywords: Project based learning model, negotiation text, classroom action research.
An Ensemble Framework for Spam Detection on Social Media Platforms

As various review sites grow in popularity and begin to hold more sway in consumer preferences, spam detection has become a burgeoning field of research. While there have been various attempts to resolve the issue of spam on the open web, specifically as it relates to reviews, there does not yet exist an adaptive and robust framework out there today. We attempt to address this issue in a domain-specific manner, choosing to apply it to Yelp.com first. We believe that while certain processes do exist to filter out spam reviews for Yelp, we have a comprehensive framework that can be extended to other applications of spam detection as well. Furthermore, our framework exhibited a robust performance even when trained on small datasets, providing an approach for practitioners to conduct spam detection when the available data is inadequate. To the best of our knowledge, our framework uses the most number of extracted features and models in order to finely tune our results. In this paper, we will show how various sets of online review features add value to the final performance of our proposed framework, as well as how different machine learning models perform regarding detecting spam reviews.
Inspirações biblioteconômicas: ideias para aproximar as bibliotecas de suas comunidades

This research work has discussed the potentialities of contemporary libraries while cultural equipment, aiming at presenting actions that libraries have developed to reframing themselves and inspiring their communities. It was a study of qualitative approach developed in a theoretical scope, based on literature review of Library and Information Science areas. A brief overview of the libraries history has provided three perspectives: the collections preservation and conservation perspective: the information access, dissemination and mediation of information perspective and the content building perspective. A bibliographical survey of authors and official institutions such as the International Federation of Library Associations and Institutions (IFLA), that problematizes the role of libraries in actuality has been carried out. Such compilation set up the creation of a non-exhaustive list of libraries that expanded the scope of their usual function of data organization serving as inspiration to libraries activities in contemporary times. This study concluded that, regardless of their historical circumstances, libraries have always linked their activities to the users communities and the most urging necessities during that time. It was noticed that the libraries have not exempted themselves from their preservational and organizational functions; but have been widening their role in not only making libraries to communities, but from communities.