Reviewerly/exHarmony huggingface dataset:
Development of Technical Information Database for IoT Education

web article, an exhibition investigation, articles were collected for a lecture document using Microsoft Corporation OneNote, and a technical information database of 38.3GB in capacity was constructed. There were 965 pages of data in conjunction with < IoT <, and it was < production or production < (55%), < robot or sensor < (52%), < AI < (49%), < image or camera < (41%), < inspection < (9%), and, as for the co-occurrence word with < IoT < , < AI* robot * image < (7%) increased in much order in that. After using 5-10 < IoT < -related information from a database by every lecture, 2.75 (2018) improved in 3.18 (2019) in a student questionnaire < interest, interest < item (four points of perfect scores). IoT example introduction was effective.
Analisis Perbandingan Algoritma Even-Rodeh Code Dan Algoritma Subexponential Code Untuk Kompresi File Teks

The need for greater data storage capacity is the cause of the emergence of various compression techniques. By compressing, large data will be reduced in size so that it can save storage capacity. Text file is a collection of characters or strings that become one unit. The solution to this problem is, how to find out which algorithm is more efficient in compressing text files between the two algorithms by comparing the performance of the two algorithms based on several parameters, namely Ratio of Compression, Compression Ratio and Space Saving. In this study, a comparison between the Even-Rodeh Code and Subexponential Code algorithms was conducted to determine the compression performance of the text file, so that in this study we were able to learn which algorithm was better used for compressing text files between the two algorithms. Keywords : Compression, File Teks, Algoritma Even-Rodeh Code, Algoritma Subexponential Code
Custom-made chatbots: About the potential of active user-chatbot-customization for the user experience design

Conversations 2020: 4th International workshop on Chatbot Research (Amsterdam, the Netherlands, Nov 23-24, 2020)
PENERAPAN ALGORITMA C4.5 DALAM MENGENALI POLA PERKEMBANGAN PEKERJAAN PROYEK

PLN UPP KITRING Central Sulawesi has duties and responsibilities in the process of supervising the construction period until the completion of the contract mass. In this monitoring process, managers find it very difficult to know the progress of the project due to the absence of media to facilitate reporting and monitoring of system developments to find out follow-up to the system. If this problem is allowed to continue, the project work cannot be completed on time and incurs a considerable cost loss. Through this research, it is hoped that it can help solve project monitoring problems by identifying patterns of project development that will be useful for managers in making decisions related to project performance. The development of this research uses the waterfall method and the system testing uses a black-box testing. The results of this study are based on testing and design analysis of the C4.5 Algorithm Application in Recognizing Project Work Development Patterns to Know the Win/Lose Target Results of the Case Study Project at PT PLN (PERSERO) UPP KITRING Central Sulawesi, it can be concluded that the system is able to recognize patterns project development by utilizing the C4.5 algorithm and the system can implement the C4.5 algorithm in recognizing project development patterns.
Phonetic Spelling Algorithm Implementations for R

The phonics package provides several functions for indexing words by their English language pronunciation. Over nearly one hundred years, many different algorithms have been developed to support word and name indexing. From Soundex, developed in the early 20th century and predating the digital computer, through to modern digital phonetic algorithms like Phonex, the phonics package provides support for more than a dozen methods. Together, these provide phonetic algorithms appropriate for use in name indexing and name matching across a variety of English language use cases.
The Causal Relationship Between Institutions and Economic Growth: An Empirical Investigation for Pakistan Economy

This paper investigates relationship between institutional quality and economic performance in Pakistan using the Johansen-Juselius cointegration techniqueand the Granger causality test. The study results indicate that Institutions and growth are cointegrated and thus exhibit a reliable long run relationship. The Granger causality test findings indicate that the causality between Institutions and growth is uni-directional. However, there is no short run causality from Institutions to growth and vice versa. Therefore, as a policy implication that institutional quality may cause tothe sustainable increase in country’s income in the long run, and success of any policy could be influenced by the soundness of institutions.
Enhancing Skill for Playing Keyboard by Dynamics Modification

Music timbre is changeing depending on keystroke position, rhythm, velocity and length when playing piano．Therefore it is not easy for beginners to learn how to press piano keys accurately and they also cannot easily use both hands at the same time when playing. Thus, it is necessary to practice for a long time to play the piano well. Currently, there are plenty of systems for enhancing playing skill. It is possible to provide more useful assist using haptic feedback when playing a musical instrument. In this paper, a skill evaluation method to play the keyboard is proposed. In order to improve the playing velocity skill, we compared the keystroke’s speed when playing the keyboard instrument and the tactile feedback to change the dynamics of the keyboard. Performance improvement on keystroke velocity using this reserch’s keyboard calibration is examined. Experiments were performed with and without calibration. Results demonstrate a better keystroke speed performance using the proposed calibration.
THE ACMEOLOGICAL APPROACH TO THE PROFESSIONAL TRAINING OF A FUTURE TEACHER

Thearticleexaminesthe conceptualfoundationsoftheacmeologicalapproachasamethodologicalbasisfor modelingand implementing professional training of teachers in the educational process of higher education. In the context of the problem concerning improvement in the quality of education, the acmeological model of teacher training is considered; the factors and pedagogical conditions for the effectiveness of this process are highlighted. The article reveals the essence of the teacher's acmeological position in the systemic integration of his professional, personal, spiritual and moral formation; highlights the main indicators of the specialist’s acmeological position as an integral component of his professional competence; presents the results of the study to identify students' values within the teaching profession, priority motives in their professional development, motivation to carry out teaching activities in the structure of the professional acmeological position.
AKULTURASI BUDAYA PADA MASJID JAMI’ SHIRATAL MUSTAQIEM SEBAGAI OBJEK DESTINASI WISATA RELIGI DI SAMARINDA

In its development of mosque architecture, various forms and styles of mosque buildings emerged throughout the Islamic world, including Indonesia. The shape is diverse, depending on various factors, including geographical conditions, local culture, mixing culture and technology. Thus the building of the Islamic world mosque shows its own image due to the different climate, building materials, technology, or expertise of artists. The Jami ’Shirathal Mustaqiem Mosque is one of the oldest religious buildings now incorporated by the East Kalimantan cultural heritage body as a religious tourism object in Samarinda.Based on the results of preliminary observations on the Shirathal Mustaqim mosque building, there are seen a number of cultural blends both from interior ornaments and facade elements.This mixing of cultures forms a harmony that contains aesthetic values. The research was limited only to interior ornaments and facade elements namely the shape of the mosque, and ornaments on the roof. The method used is a qualitative method with regard to conditions on the object, conformity to the theory and data available in the field. The results of this study are the influence of external forces on local culture, in this case the culture of the people of East Kalimantan, namely the culture of Kutai and foreign cultures such as Java, as well as foreign cultures such as the Netherlands.
On Flat Minima, Large Margins and Generalizability

The intuitive connection to robustness and convincing empirical evidence have made the flatness of the loss surface an attractive measure of generalizability for neural networks. Yet it suffers from various problems such as computational difficulties, reparametrization issues, and a growing concern that it may only be an epiphenomenon of optimization methods. We provide empirical evidence that under the cross-entropy loss once a neural network reaches a non-trivial training error, the flatness correlates (via Pearson Correlation Coefficient) well to the classification margins, which allows us to better reason about the concerns surrounding flatness. Our results lead to the practical recommendation that when assessing generalizability one should consider a margin-based measure instead, as it is computationally more efficient, provides further insight, and is highly correlated to flatness. We also use our insight to replace the misleading folklore that small-batch methods generalize better because they are able to escape sharp minima. Instead, we argue that large-batch methods did not have enough time to maximize margins and hence generalize worse.
Literature Study On Cloud Based Healthcare File Protection Algorithms

There is a huge development in Computers and Cloud computing technology, the trend in recent years is to outsource information storage on Cloud-based services. The cloud provides  large storage space. Cloud-based service providers such as Dropbox, Google Drive, are providing users with inﬁnite and low-cost storage. In this project we aim at presenting a protection method through by encrypting and decrypting the files to provide enhanced level of protection. To encrypt the file that we upload in cloud, we make use of double encryption technique. The file is been encrypted twice one followed by the other using two algorithms. The order in which the algorithms are used is that, the file is first encrypted using AES algorithm, now this file will be in the encrypted format and this encrypted file is again encrypted using RSA algorithm. The corresponding keys are been generated during the execution of the algorithm. This is done in order to increase the security level. The various parameters that we have considered here are security level, speed, data confidentiality, data integrity and cipher text size. Our project is more efficient as it satisfies all the parameters whereas the conventional methods failed to do so. The Cloud we used is Dropbox to store the content of the file which is in the encrypted format using AES and RSA algorithms and corresponding key is generated which can be used to decrypt the file. While uploading the file the double encryption technique is been implemented.
European Consumer Law and Blockchain Based Financial Services: A Functional Approach against the Rhetoric of Regulatory Uncertainty

The article questions the EU’s regulatory response to blockchain based financial services by examining the existing consumer law within the context of the operation of cryptocurrency exchange platforms and Initial Coin Offerings (ICO).It is commonly believed that a rushed regulatory response to a disruptive technology might stifle innovation whereas implementing tailor-made regulation requires adequately understanding the technology and the legal challenges it presents. A decade after the financial market started experimenting with blockchain, the prevailing view of EU regulators is that blockchain based transactions do not fit into the current regulatory regime. This was illustrated by the European Banking Authority’s warning to the consumers issued in 2013 of the absence of specific legal regime designed to protect the consumers dealing with exchange platforms. A similar position was adopted by the European Securities and Market Authority in its 2017 investor alert indicating that ICO operating in unregulated spaces pose several risks about which the consumers should be informed. Meanwhile, Member States have diverse approaches to regulating Exchange Platforms and ICOs.Building on the law and technology literature and on the jurisprudence of the European Court of Justice, the article argues that the extent of regulatory uncertainty is overstated by EU regulators and calls for the adoption of a functional approach to legal interpretation. Thus, it posits that although blockchain and cryptocurrencies are new technologies, the legal transactions they enable are not unfamiliar to the legal system. The article provides an insight into how the existing legal rules can be applied to blockchain based financial services, without the need for a sweeping legal reform.
SISTEM INFORMASI PENDISTRIBUSIAN BARANG PADA PT. SAMPURNA SUKSES UTAMA ACEH BESAR

Goods Distribution Information System is one of the data processing activities at PT. Sampurna Sukses Utama Aceh Besar, to get information about the distribution of goods to be more directed and easily obtained. In this study, the authors only discuss the problem of goods distribution and data management mechanisms of PT. Sampurna Sukses Utama Aceh Besar and designed the Information Distribution System for PT. Sampurna Sukses Utama Aceh Besar by using Visual BASIC.NET. The purpose of writing is to understand the problem of Information Systems Distribution of Goods at PT. Sampurna Sukses Utama Aceh Besar as well as making aids application on the Information System of Goods Distribution at PT. Sampurna Sukses Utama Aceh Besar uses Microsoft Visual BASIC.NET. Data collection needed in writing this report was obtained by two methods, namely a literature study relating to the literature of library books and other scientific works, field studies by carrying out interviews, and direct observation of objects related to this research. The Goods Distribution Information System is carried out by one of the administrative staff and is assisted by 2 (two) administrative, warehouse, and financial administration staff to record and input the distribution of goods. From the results of the study, it can be concluded that the Goods Distribution Information System has followed the procedure and uses a computer with Visual BASIC.NET programming language and Microsoft Access 2010 as its database.
Intelligent Dietician System

— Obesity is a common disease not only in Iraq, but in various societies, and it greatly affects the general health of the human being. Causes include genetics and eating rich, processed foods. Several researchers have designed computer systems to solve this problem, but there has always been an urgent need to follow a healthy and balanced diet. This system works the same way as a dietitian to provide the user with the appropriate diet plan for their needs and wants. It works by knowing a person's need of calories and their daily activity, working with this system early on protects him from chronic diseases such as heart, diabetes, stress, and others, and is not just for weight loss or weight gain but it is also s easy to use. The average time for the (100) cases was between (6.5-66.5 seconds) and it is easy to use. The study used the descriptive and analytical approach, which used the questionnaires distributed among medical specialists and experts in the field of nutrition, an acceleration in the rate of time, which contributes to the speed of decision-making.
Analysis of High School ‘Korean History’ - Focused on the Concept of Armed Independence Movement and the Utilization of Materials -

In 2018, the Ministry of Education announced a revised curriculum for the high school Korean history subject. The key point is that it constructed the curriculum for middle school, centering around the history in the pre-modern period while it constructed that for high school, centering around the modern and contemporary history, and for the modern and contemporary history, it focused on seeking the historical origins of the present major issues in Korean society and the problem-solving methods.<BR> In the textbooks, the armed independence movement was one of the major independence movement strategies, which was presented as the representative route of the movement to restore national sovereignty through the army raised in the cause of justice from the end of the Joseon Dynasty, and the characteristics were presented by each period, such as the setup of the independence movement base and the organization of the independence army after the forced annexation, and the declaration of the independence war in 1920. Especially, the armed independence movement was divided into armed struggle and patriotic struggle and presented around the methods and examples.<BR> At this time, visual materials were actively used to help learners’ understanding. The contents of the textbook should be presented based on ‘responsible materials,’ and it is important to select the references that can support the public confidence in the textbooks. This study aims to review the materials that can be said to be the basis of this interrelationship.
STO vs ICO: A Theory of Token Issues Under Moral Hazard and Demand Uncertainty

This paper considers a financing problem for an innovative firm that is considering launching a web-based platform. Our model is the first one that analyzes an entrepreneur's choice between security tokens (via a security token offering (STO)) and utility tokens (via initial coin offering (ICO)). The entrepreneur on one hand faces a large degree of demand uncertainty on his product and on the other hand has to deal with incentive problems of professional blockchain participants who contribute to the development and sales of the product. We argue that utility tokens with profit rights are a better option for the firm compared to straight utility tokens or security tokens because they help the firm better deal with both the moral hazard problems (via profit sharing incentives) and demand uncertainty (they help the firm learn the product demand). This finding is consistent with some recent evidence. The paper also generates new predictions that have not been tested sofar.
BANKING ON THE CLOUD

Cloud computing is fast becoming a ubiquitous part of today’s economy for both businesses and individuals. Banks and financial institutions are no exception. While it has many benefits, cloud computing also has costs and introduces risks. Significant cloud providers are single points of failure and, as such, are an important new source of systemic risk in financial markets. Given this reality, this article argues that such institutions should be considered critical infrastructures and designated as systemically important financial market utilities under Dodd-Frank’s Title VIII.
LibGuides: Poetry: Poetry in the classroom

This libguide provides resources for different types of poetry. How do we get students to enjoy reading and writing poetry?
Visualizing and Understanding Deep Neural Networks : A Case of Seismic Fault Detection Network

Summary Deep learning has been applied in many aspects of exploration geophysics and has achieved excellent results. But no one has done research on the interpretation of deep learning networks for exploration geophysics. In this paper, we mainly study the visual interpretation of deep neural networks. A trained seismic fault detection network was selected as an example for visual interpretation. Visual intermediate activation, visual convolution kernels, and visual class activation map are used to visualize the procedure of fault detection. Then, we try to analyse these three visual results, and give a sense of why the network can achieve fault detection. Visualizations reveal interpretability and faithfulness to seismic fault detection network.
Research on the Innovation Path of Resource Allocation of University Library Service System

At present, the construction of think tanks in our country has entered the era of controversy with high-end positioning, strong characteristics, and winning brands. The construction of think tanks in college libraries has become an important way to optimize the allocation of resources, which can realize the multi-domain and multi-field library service system. Based on the specific analysis of the necessity and feasibility of the resource allocation of the university library’s active innovation service system, combined with the current status of library services and the problems in resource allocation, this paper studies the construction of library service think tanks and proposes strategies, to innovate the path and method of library resource allocation, and comprehensively improve the capacity and level of library services.
Installing and running R.

<title>Abstract</title> This chapter focuses on downloading and installing R in a computer. Installing packages are also discussed.
Evolution of artificial intelligence languages, a systematic literature review.

The field of Artificial Intelligence (AI) has undoubtedly received significant attention in recent years. AI is being adopted to provide solutions to problems in fields such as medicine, engineering, education, government and several other domains. In order to analyze the state of the art of research in the field of AI, we present a systematic literature review focusing on the Evolution of AI programming languages. We followed the systematic literature review method by searching relevant databases like SCOPUS, IEEE Xplore and Google Scholar. EndNote reference manager was used to catalog the relevant extracted papers. Our search returned a total of 6565 documents, whereof 69 studies were retained. Of the 69 retained studies, 15 documents discussed LISP programming language, another 34 discussed PROLOG programming language, the remaining 20 documents were spread between Logic and Object Oriented Programming (LOOP), ARCHLOG, Epistemic Ontology Language with Constraints (EOLC), Python, C++, ADA and JAVA programming languages. This review provides information on the year of implementation, development team, capabilities, limitations and applications of each of the AI programming languages discussed. The information in this review could guide practitioners and researchers in AI to make the right choice of languages to implement their novel AI methods.
Investigación educativa en posgrados virtuales del campo de la educación

Postgraduate studies tend to be identified with research and development or professional improvement, which has led to their classification, according to the emphasis that training assumes on those who are oriented to research and those who are oriented to the profession. The objective of the article is to evaluate the type of research that is carried out in a postgraduate with professional orientation offered in virtual mode and located in the field of education, based on the products generated by its students as a result of the training process. This is the Master's degree in Innovation in Virtual Learning Environments, offered by the Autonomous University of Queretaro, in Mexico. The type of study is interpretative with the technique of content analysis applied to institutional documents, research-intervention projects and thesis to identify five categories that ordered the presentation of the results obtained. It is concluded that in the postgraduate courses that, like MIEVEA, are offered in virtual mode, with orientation to the profession and are located in the field of education, a type of research is endorsed that assumes a situated and applied character, which exceeds the limits established in the classification research-profession, research-innovation, training of researchers-vocational training.