Reviewerly/exHarmony huggingface dataset:
PKM PENINGKATAN KOMPETENSI SISWA SMK ABDI NEGARA MELALUI PELATIHAN MACRO UNTUK PEMBUATAN APLIKASI AKUNTANSI SEDERHANA

PKM For SMK Abdi Negara 2 Cibarusah with Accounting and Office Administration Majoring is done to solve the problem faced by them. As a prospective graduate who will have a considerable opportunity to become an admin and secretary for a company, the prospective graduates need to be equipped with knowledge and expertise in the use of computer technology. One of the most widely used computer technologies in office administration is Microsoft Excel. Knowledge and expertise in utilizing Microsoft Excel are currently quite good but they still have this problem in using this device. The problem is how to use the Macro features in microsot excel to help them create a simple accounting application. The solution offered is by training the vocational students and students for two days. The purpose of this training is to increase students' knowledge and expertise in preparing the world of work. The results of this training were to increase the knowledge and expertise of students in accounting and office administration major.
Statistical Modelling by Exponential Families

This is an excellent book on exponential families. It covers not only the basic properties of exponential families but also several modern topics such as graphical models and random networks. The a...
Penerapan Data Mining Untuk Estimasi Penjualan Obat Berdasarkan Pengaruh Brand Image Dengan Algoritma Expectation Maximization (Studi Kasus: PT. Pyridam Farma Tbk)

Data mining, often also called knowledge discovery in database (KDD), is an activity that includes the collection, use of historical data to find regularities, patterns or relationships in large data sets. The output of data mining can be used to improve decision making in the future. PT. Pyridam Frama Tbk is a multi-national company that produces pharmaceuticals. The problems that often occur at PT Pyrida Farma are estimation problems such as out of stock of goods at distributors, lack of labor, running out of raw materials at the factory. Another problem contained in the agency is that it does not yet have a system to predict the estimated drug sales each year, so we need an algorithm, the Expectation Maximization Algorithm. then with this made the Application of Data Mining for Estimating Drug Sales Based on the Effect of Brand Image. Expectation Maximization algorithm which is a method that supports in estimating or predicting sales target estimates for the coming period. Algorithm testing is done using SPSS and MYSQL software. From the results of research that has been done it can help the PT. Pyridam Farma to make it easier to predict drug sales estimates by using SPSS Software
Professional Training of Future Masters of Primary Education to Innovative Activities Through the Prism of a Competence Approach

The current problems of the advanced system, which were most often used by masters who were studying for innovation, are updated. Theoretical analysis of scientific sources with understanding of the concept of “personal approach” is carried out. Changes of important aspects that are covered by methodological research in the field of work carried out in future Master's workplaces are analyzed. The essence and peculiarities of realization of the competence approach in the system of professional preparation of future masters of elementary education for innovative activity are considered. It is noted that the competence approach is aimed at the results of education not as a sum of learned information, but as the ability of a future specialist to creatively use the acquired knowledge in practice. It is concluded that the implementation of a competent approach in the system of training of future masters of elementary education in innovation ensures the achievement of a high level of quality professional training, the result of which is the competent personality of a future specialist, competitive in the labor market, able to act in an innovative educational environment.
Peningkatan Keterserapan Lulusan SMKTI Muhammadiyah Cikampek dengan Bursa Kerja Khusus Berbasis Website

In the current era the development of information technology is very widespread, it is felt by the public. Utilization of information systems makes the main support system that runs and can produce information quickly, precisely and accurately. The system at the Special Occupational Vocational School of Muhammadiyah Cikampek in delivering job vacancies information is still ineffective, causing information not to be conveyed properly, and the registration process that uses forms and recorded in ledgers requires time in the process. Recording data manually can lead to errors in writing graduate identity data. Based on current developments, to increase the absorption of graduates in the world of work, the need for an effective and efficient media. This can utilize the website media which is expected to overcome various problems that occur in the Special Job Market, as well as facilitate graduates to obtain information on available vacancies and can register directly through the web, while also expected to help improve performance in managing the Job Market Specifically
Attitude of Teacher Trainees towards Yoga as an Organised activity

Yoga is a healthy way of leading life,is now believed to be a form of science.The study aims at the identification of the level of awareness and attitude of teacher trainees towards the Yoga as an organised activity.To analyze it an attitude scale was administered.The reliability coefficient was 0.83 by Spearman brown.The statistical technique employed is mean, standard deviation and independent't' test.The level of significance was tested at 0.05 level.The findings of the study revealed that Arts and Science teacher trainees of the training colleges had sound awareness, Most of the arts and science teacher trainees' had favorable attitude towards Yoga,the variables of awareness and attitude were found to be positive and highly correlated.
Investigating the Psychological Aspects of Cyber Socialization Among Modern Students

The article presents the psychological analysis of cyber socialization process among modern students. The main sources of empirical research are the results of student subjective perception of activity diagnostics in the information and communication space of Internet and the analysis of data on the symptoms of information stress due to the active use of cyber-resources by students.
Kolaborasi Digital Signage dan Chatbot Messenger Sebagai Layanan Penyedia Informasi Akademik

At present, the dissemination of information is easier to obtain and spread in various forms of print and electronic, but sometimes it is still presented with poor quality. The high quality of information makes that information be transformed into knowledge that is the basis for decision making and become a separate power source for the agency or organization. The use of technology to share knowledge an organization is necessary as a means of improving the effectiveness of the technology and business processes. System development methodology used in this research using GRAPPLE which stands for Rapid Application Guidelines for Requirements Engineering with the stage of Gathering, Analysis, Design, Development and Deployment. Digital boards based on digital or digital signage can replace information boards made from conventional materials such as wood or iron by providing accurate, relevant, timely and dynamically working information. Chatbot messenger can help provide academic information to students in two directions with the concept of request-response from and to students via telegram messenger.Collaboration between digital signage and chatbot messenger can help students in fulfilling academic related information effectively and efficiently
AN ANALYSIS OF STUDENTSâ€™ WRITING ASSIGNMENT OF ANALYTICAL EXPOSITION TEXT

Writing is not always easy to do. Students face some difficulties in mastering writing skills because they need particular practices to develop their writing skills. A teacher should understand studentsâ€™ abilities and difficulties and one of many ways a teacher can do is by analyzing studentsâ€™ compositions like generic structures and language features of analytical exposition texts. These may make students find some difficulties in writing analytical exposition texts. This study is a descriptive qualitative study and aims to describe the studentsâ€™ competence in writing expository text. The researcher is the first instrument and the second instrument for this study is the studentsâ€™ compositions of analytical exposition texts. To analyze the data, there will be three steps; classification, analysis, and representing to determine whether the students write analytical exposition texts with proper generic structures and language features or not. The researcher found that the students could write analytical exposition texts with good generic structures and language features. However, there are some students who did not compose them properly. For generic structures, some students often did not write a review of arguments in the thesis and reiteration. And for language features, some of the students often did not apply the diction well. The students were proficient enough in organizing analytical exposition text in terms of generic structures and language features. The teacher should give a clear explanation and understanding in teaching analytical exposition text. The teacher had to explain how to make analytical exposition text deeply in order that the students could comprehend the text well. In addition, the English teacher could give comments to the studentsâ€™ composition for the better next writing assignments, because they could understand their mistakes.
Influence of Stakeholders' Engagement Practices on Performance of System Applications Products for Oil and Gas Upgrade Project at Kenya Pipeline Company Nakuru Depot

Stakeholder engagement is a process by which an organization informs, consults, involves, collaborates with, and empowers groups and individuals affected by a decision, operation, or policy (Ramirez, Monica, Mark, Janick, Raina & Jay, 2014; Benson, Irene, & Hadrian 2016).Stakeholder engagement is crucial in project management as it assists in achieving the goal of delivering the project on time, to budget and quality (Sallinen, Ruuska, & Ahola, 2013).The oil and gas industry are one of the riskiest, challenging, and dynamic business sectors (Ahmad, de Brito, Rezaei & Tavasszy, 2017).As such, various research indicates that there is much waste and faces problems resulting from myopic control (Pikaar, 2011).
Klasifikasi Keatraktifan e-Commerce Indonesia Menggunakan Algoritma Regresi Logistik

The rapid development of the internet gives a significant influence in various aspects of life, data mining is the search for value-added processes one of a series of knowledge discovery in databases (KDD). Utilization of data mining can be seen from two aspects, namely commercial and scientific. The collection of test datasets is done by observing the research object on the analysis site that provides vital information and forecast data for the local e-commerce web. The study was conducted by exploration and experimentation, the standard research method used in testing is the cross industry standard process for data mining (CRISP-DM) which consists of 6 phases with the Weka framework 3-8-3. Logistic regression algorithm is a method of data analysis that formulates the response variable with one or more predictor variables. The results of testing the value of e-commerce attractiveness in the confusion matrix, 5 are categorized as having high probability of investment objectives and profiles, 1 are categorized as having good investment probability prospects, 2 are categorized as having good investment probabilities with promising profiles and 1 with promising investment probabilities and profiles not good and 31 in terms of probability and profile is not good. While the results for the Origin class confusion matrix are 31 identified from local Indonesia with confusion 5, 4 from Global with uncertainty 0
A Tuning-Free Hardware Reservoir Based on MOSFET Crossbar Array for Practical Echo State Network Implementation

Echo state network (ESN) is a class of recurrent neural network, and is known for drastically reducing the training time by the use of reservoir, a random and fixed network as the input and middle layers. In this paper, we propose a hardware implementation of ESN that uses practical MOSFET-based reservoir. As opposed to existing reservoirs that require additional tuning of network weights for improved stability, our ESN requires no post-training parameter tuning. To this end, we apply the circular law of random matrix to sparse reservoirs to determine a stable and fixed feedback gain. Through the evaluations using Mackey-Glass time-series dataset, the proposed ESN performs successful inference without post parameter tuning.
Competency Based Modular Professional Training

In my PhD thesis I discussed the possibility and necessity of revising and reshaping the NCO basic professional certification, signals and military information-network operator branch and its sub-branches, the new type two years full time education, and warrant officer half-year modular comprehensive training for signals and information branch certification at the HDF NCO Academy. In my present paper I would like to give an overview on what exactly competency based modular professional training means.
Spatial association discovery process using frequent subgraph mining

Spatial associations are one of the most relevant kinds of patterns used by business intelligence regarding spatial data. Due to the characteristics of this particular type of information, different approaches have been proposed for spatial association mining. This wide variety of methods has entailed the need for a process to integrate the activities for association discovery, one that is easy to implement and flexible enough to be adapted to any particular situation, particularly for small and medium-size projects to guide the useful pattern discovery process. Thus, this work proposes an adaptable knowledge discovery process that uses graph theory to model different spatial relationships from multiple scenarios, and frequent subgraph mining to discover spatial associations. A proof of concept is presented using real data.
Drought Analysis and Forecast Using Landsat-8 Sattelite Imagery, Standardized Precipitation Index and Time Series

A drought is a phenomenon of shortages in water supply in an area for a long time. Drought usually occurs in areas that have little rain for a long time or in areas with low precipitation. Drought have negative impacts on many sectors such as agriculture, plantations, water resources and environment. This paper describes the results of a research that aims to analyze data to get the level of drought during four yearly periods, and predict the likelihood of drought to occur in the future. The level of drought was analyzed using the Inverse Distance Weighted (IDW) method and the Standardized Precipitation Index (SPI). Least square time series was utilized to forecast the level of drought in the near future. Data consists of drought data collected from electronic news, rainfall data from BMKG, and anual Landsat-8 satellite imagery. All data are for Western Southeast Mallucas in the range of 2015-2018. Analysis using IDW and SPI methods produce similar interpretation for year 2015, i.e. mild dryness, and fro year 2018, i.e. no drought. However, the two methods show discrepancy in analysis of data for 2016 and 2017. The use of least square time series to forecast drought in 2019 gives SPI value of 0.03 which intepretes as normal weather (no drought) that is consistent with the result of field observation.
Implementasi Algoritma Apriori Dalam Menentukan Penjualan Mobil Yang Paling Diminati Pada Honda Permata Serpong

The development of information technology is growing rapidly so that it enters various fields, the need for fast, accurate and accurate information is needed. But the fact is that high information needs are not balanced by the presentation of adequate information. Business development and competition are increasingly complex because consumers are very perspective making business people have to be smart in reading situations. So that business people can make a prediction of consumer interest to be used as a prediction of the company in making a decision, and change a strategy that is most appropriate for consumers. Decision makers try to utilize the available data warehouse, this encourages the emergence of new branches of science to overcome the extraction of information in very large amounts of data. To find out which Honda cars are most in demand by consumers, Data Mining techniques are required using the Apriori Algorithm method, and supported by the Tanagra Application by examining sales data for 1 year. Data Mining is an amalgamation of data analysis techniques, while Apriori Algorithm is the most frequently used method because it is very simple, easy and most widely proposed by some researchers, because there are two parameters namely Support Value and Confidence Value. Then the prediction results of the study found that Honda's car sales that most demanded by consumers were Brio Satya, HRV, Mobillio, Jazz, and CRV
Improving the process of training specialists in the development of program documentation based on automated assessment of the quality of skills formation

Planning and Teaching Engineering Staff for the Industrial and Economic Complex of the Region 2019: Proceedings of 2019 XVIII Russian Scientific and Practical Conference on Planning and Teaching Engineering Staff for the Industrial and Economic Complex of the Region (PTES)
The Concept of Diploma Thesis Using Design Thinking

The article substantiates the urgency of the problem in the context of contemporary public challenges, in particular, the improvement of the quality of the provision of educational services for the training of teaching staff. One of these challenges is practically oriented pedagogy, which involves a close combination of theory and practice in a particular socio-cultural situation. In this sense, the need to develop teachers' professional competence, creativity, critical and design thinking is emphasized by the authors. The aim of this article is to present the concept of diploma thesis using the Design Thinking method. The goal of Design Thinking is to create new solutions based on a deep understanding of users' problems and needs. The human-centered design consists of five stages: empathisation, defining the problem, generating the ideas, prototyping and testing. The article is based on the authors' experience of implementing Design Thinking in education. The importance of design thinking in the educational process is stressed, in particular for the effective diagnosis of students' educational needs during the lessons preparation. It is mentioned that educators learning specific methods of work and project thinking could successfully organize lessons or create a school environment that addresses the interests and creative needs of students. The article is written using the practical experience of the authors to introduce design thinking into education. The researchers are convinced of the need to involve young people in the writing of diploma researchers on the development of design thinking, professional creativity. At the same time, it is also important to carry out pedagogical research in a particular field of scientific knowledge, since the scientific and pedagogical community needs experts and theorists in the field of education.
COMPARATIVE ANALYSIS OF THE CURRICULUM FOR THE SUBJECT SOLFEGGIO (EMS) IN SLOVENIA, MONTENEGRO, CROATIA AND SERBIA

The paper deals with the comparison of curricula for the subject of Solfeggio in Serbia and several selected countries. On the basis of existing data, we compared the organization of Solfeggio teaching in Serbia and other countries of the region. The curriculum was analyzed in terms of structure, goals and subject content, teaching methods and evaluation of student achievement. The presentation and analysis of the curricula highlighted their (in)consistences, advantages and disadvantages, as well as indications of future development in the form of modernization of some curriculum areas modeled on other countries.
Application of E-CRM in Salon Business in Increasing Loyalty and Service to Customers

D'Moze Salon is a company engaged in the sale of salon services established in 2009 with its first branch located in Tanjung Duren, West Jakarta. Some of the factors faced by D 'Moze Salon are handling verbally delivered complaints, a large number of customers visit make a long waiting list for treatment, and it is difficult to identify and retain loyal customers. Implementing CRM is one way for companies to be able to create good relationships with customers and mutual benefits. Along with the development of information technology requires companies to apply technology in business because business competition is increasingly high. By applying the Electonic Customer Relationship Management (E-CRM) model that provides a means of interface for customers that can help solve existing problems so that they can benefit both customers and the company. The interface provided is a web-based E-CRM system created with the PHP programming language and MySQL database. Using this E-CRM system D'Moze Salon is easier to manage the provision of services so the level of customer satisfaction increases also their loyalty. Thus, complaints will be reduced, testimonials from satisfied customers are increasing. This will capture potential new customers to choose D’Moze as the salon for treatment.&#x0D;
The scientific and pedagogical quality of Oleksandra Serbenska (strikes to the jubile portrait)

O. Serbenska at the lectures and practical classes focused students on the depths of the Ukrainian language, in which the philosophical mind has a refined aesthetic taste, a lot of ethical flair, traces of work of very concentrated thought, forces of extreme sensitivity to the subtlest tinges in the phenomena of nature, many strict logic, high spiritual ups.The author characterized the original monograph by O. Serbenskaya "The Language World of Ivan Franko" and educational-methodical textbook «Antysurzhyk.Learning to behave politely and speak properly».O. Serbenskaya's scientific and pedagogical interests cover lexicology, terminology, stylistics, dialectology and other spheres of the Ukrainian language.The main purpose of her honest, selfless work is
The program for the formation of physical education of students at the Pedagogical University

This article presents the author’s vision of the content of the formation of the student’s physical culture, which consists of three main areas: motivational, activity-related and cognitive. The purpose of the study: to develop an original program for the formation of students' physical education at a pedagogical university and experimentally prove the effectiveness of its implementation in practical activities. The scientific novelty of the author’s program is contained in its main blocks: mobile, theoretical, methodological and practical block. With the continuous impact of the innovations presented in the study by mobile technologies and traditional approaches, such as improving various teaching models, a higher level of formation of students' physical culture of the person was statistically reliably achieved. The results of the study contribute to improving the quality of education and, in general, the effectiveness of the training system for future teachers.