Reviewerly/exHarmony huggingface dataset:
Methodology to improve the quality in the organization of the educational process through the implementation of software

The article deals with the issues of information exchange between teachers, pupils and educational organization departments. They analyzed the advantages and the disadvantages of traditional approaches: e-mail, communication via phones, social networks. They considered the issues of information placement intended for a large number of users. They revealed the need to address the problems associated with the publication of events - major administrative announcements of educational organizations, which are visible to all users and set to a certain date. The approach to publication of events is proposed within the framework of a system separate module. They considered the mechanism of mass mailings which allows users to transmit information to two or more recipients and ensures the exchange of information available only to recipients, unlike the wall. An approach is proposed to increase the quality of the educational process organization, which allows a rapid exchange. The issues of information placement are considered on the website of the educational organization using the example of the training schedule. The advantages and the disadvantages of the traditional approach are analyzed. The issues of schedule planning among part-timer teachers are considered. They propose the approach to increase the quality the educational process quality organization, which allows you to place and make changes to the curriculum quickly using the example of the Electronic Schedule system.
Ensemble-based prediction of business processes bottlenecks with recurrent concept drifts

Bottleneck prediction is an important sub-task of process mining that aims at optimizing the discovered process models by avoiding such congestions. This paper discusses an ongoing work on incorporating recurrent concept drift in bottleneck prediction when applied to a real-world scenario. In the field of process mining, we develop a method of predicting whether and which bottlenecks will likely appear based on data known before a case starts. We next introduce GRAEC, a carefully-designed weighting mechanism to deal with concept drifts. The weighting decays over time and is extendable to adapt to seasonality in data. The methods are then applied to a simulation, and an invoicing process in the field of installation services in real-world settings. The results show an improvement to prediction accuracy compared to retraining a model on the most recent data.
Tensor Sparse PCA and Face Recognition: A Novel Approach

Face recognition is the important field in machine learning and pattern recognition research area. It has a lot of applications in military, finance, public security, to name a few. In this paper, the combination of the tensor sparse PCA with the nearest-neighbor method (and with the kernel ridge regression method) will be proposed and applied to the face dataset. Experimental results show that the combination of the tensor sparse PCA with any classification system does not always reach the best accuracy performance measures. However, the accuracy of the combination of the sparse PCA method and one specific classification system is always better than the accuracy of the combination of the PCA method and one specific classification system and is always better than the accuracy of the classification system itself.
MODEL SISTEM INFORMASI PEMBUKUAN UNTUK MONITORING TRANSAKSI KOPERASI DALAM MENDUKUNG PERHITUNGAN SISA HASIL USAHA

Cooperatives function to build and develop the potential economic capacity of members to improve economic and social welfare. Cooperatives are established aiming to realize the welfare of members in particular and the community at large and participate in building the national economic order in order to create an advanced, just and prosperous society based on Pancasila and the 1945 Constitution. Cooperatives organize several types of businesses such as savings and loans, all-round shops there and general trade. In running the business, the cooperative conducts bookkeeping to find out the profit / loss of the cooperative and the amount of the remaining business results that are fair and comparable to the amount of business services of each member. In the bookkeeping process there were often several problems such as, not well recorded every small and routine transaction, there were miscalculation caused by human error, the slow process of calculating the remaining business results which caused delays in making the report. To overcome this, it is necessary to design a bookkeeping information system model in the form of use case diagrams as a design model and class diagram as a database model and system application as a form of implementation, so that it isable to create a bookkeeping information system for monitoring cooperative transactions in supporting the calculation of the remaining results business effectively, efficiently, quickly and accurately.
ENHANCING STUDENTS’ MOTIVATION AND ACADEMIC RESULTS IN THE CONTEXT OF FINAL PROJECTS THROUGH DESIGN-THINKING METHODOLOGIES

ENHANCING STUDENTS’ MOTIVATION AND ACADEMIC RESULTS IN THE CONTEXT OF FINAL PROJECTS THROUGH DESIGN-THINKING METHODOLOGIES
NEEDS OF KYRGYZ ICT INDUSTRY AND ACM/IEEE COMPUTING CURRICULA

1 Lublin University of Technology (POLAND)2 Iskhak Razzakov Kyrgyz State Technical University (KYRGYZSTAN)
THE ROLE OF LIBRARIES IN CONTEMPORARY INFORMATION ENVIRONMENT

Appears in: INTED2019 Proceedings Publication year: 2019Pages: 2849-2855ISBN: 978-84-09-08619-1ISSN: 2340-1079doi: 10.21125/inted.2019.0759Conference name: 13th International Technology, Education and Development ConferenceDates: 11-13 March, 2019Location: Valencia, Spain
Special aspects of social education in additional education institutions

The importance of social education in institutions of additional education is revealed. The concept of social education, taking into account the features of the modern stage of development of society. Stresses the importance of using cultural codes, allowing to transfer information saved by generations, to generate in students a “worldview”, world outlook, patriotic consciousness. We formalize the role of additional education institutions in society with increasing changes in the socio-economic system. The use of information and communication technologies as a communication tool for teachers and project participants, including network ones, is considered on the example of the social education model “circle”. The analysis of statistical data has proved an increasing share of the use of digital economy technologies as tools of educational processes. This determined the need to adapt students to the activities in the expanding “information flow”. The advantages of the use of social networks in the implementation of the project method in the social education of patriotic feelings methods of folk art. The risks analysis of use new communi-cation tools in educational and educational activity is carried out. The result of the study are rec-ommendations to teachers on the use of new communication technologies in social education, the formation of communication culture.
Enhanced Avalanche Effect using Secured Cryptography

This survey is presenting the study of data security using cryptography technique. This is describing cryptography technique in detail. After the survey of security using cryptography, thesis presenting some flaws of existing system as well as cryptography algorithms and how can remove theses with the help of propose work. This survey is dividing in four sections. Section-I, presenting introduction of cryptography, Section-II, presenting detailed description of cryptography algorithms and study of research papers, and presenting problem in existing algorithm, Section-III, presenting proposed idea, Section-IV, presenting expected out come of proposed idea and references.
Application of Apriori Algorithms on Online Shop Product Recommendation Systems (Case Study: Al-Veera Jember Muslim Clothing Store)

Online shop is a trend in the current era because customers can easily and easily buy the desired product, including the Al-Veera store in Jember. Because of their short operating hours and the small area of their marketing. Besides that they need applications that can provide product recommendations. Product recommendation applications using the Apriori Algorithm can be a solution to this problem. The Priori algorithm is a logic calculation which combines a particular product with other products through transaction history data. Based on the results of testing the Apriori Algorithm on Product Recommendation Applications, which were carried out in 5 stages in a priori the results showed that the Priori Algorithm runs according to the scenario generated from manual calculations. Thus it can be said that the application made is able to help Al-Veera stores in promoting their products
An Improved Classification Analysis on Utility Aware K-Anonymized Dataset

K anonymization is one of the worldwide used approaches to protect the individual records from the privacy leakage attack of Privacy Preserving Data Mining (PPDM) arena. Typically anonymized dataset will impact the effectiveness of data mining results. Anyhow, currently researchers of PPDM progress in driving their efforts in finding out the optimum trade-off between privacy and utility. This work tends in bringing out the optimum classifier from a set of best classifiers of data mining approaches that are capable enough in generating value-added classifying results on utility aware k-anonymized data set. We performed the analytical approach on the data set that are anonymized in sense of accompanying the anonymity utility factors like null values count and transformation pattern loss. The experimentation is done with three widely used classifiers HNB, PART and J48 and these classifiers are analysed with Accuracy, F -measure, and ROC-AUC which are literately proved to be the perfect measures of classification. Our experimental analysis reveals the best classifiers on the utility aware anonymized data sets of Cell oriented Anonymization (CoA), Attribute oriented Anonymization (AoA) and Record oriented Anonymization (RoA).
Analysis of Different Search Strategies Adopted by the Research Community

The objective of this article is to know the effective information retrieval (IR) by the students and research scholars by using IR tools available on the Internet. Online IR tools are often used to acquire scholarly information, but on several occasions, it cannot meet the requirements. This article provides a study of the use of such tools, the information feedback and the factors that affect the retrieval. The findings of this study reveal that there exists a lack of awareness of search strategies hence appropriate information is not retrieved; libraries and information centres fail to provide facilities to use IR tools; no adequate measures are undertaken to meet the difficulties of the users while handling the tools. To enhance the efficiency of the IR tools, we have proposed to use ontology which is one of the best means by which knowledge can be captured, represented, utilised and retrieved effectively.
MENINGKATKAN KETERAMPILAN MENULIS NARASI SISWA BERBANTUAN MEDIA GAMBAR SERI DI KELAS VI SD NEGERI 025 TELUK BINJAI KECAMATAN DUMAI TIMUR

This research is based on the results of writing student narratives that are still low. The purpose of this study was to increase the results of writing narratives of class VI students of 025 State Primary School in Teluk Binjai. This research is classroom action research which consists of two cycles, namely, the cycle I and cycle II. The results showed that in the initial data the class average obtained a value of 63.5, students who completed as many as 13 students with a percentage of 59.09% category incomplete. in the first cycle, the class average obtained a value of 73.6 and students who completed as many as 16 students with a percentage of 72.7% complete category. in the second cycle, the class average obtained a value of 83.73 and students who completed as many as 18 students with a percentage of 81.81% complete category.
Principles of foreign language communicative competence control and assessment

We reveal and characterize the foreign language communicative competence assessment principles on the example of students of non-linguistic university of economic programs. We con-sider the traditional definitions educational results of monitoring and assessment. The functions of control are analyzed, the role of the assessment procedure and control in the methodology of teaching foreign languages in the framework of a new pedagogical paradigm-competence ap-proach are revealed. The provisions clarifying the definition of control of educational results in the competency-based approach are offered. We analyze Russian scientists’ views on the principles of learning, the observe openness and constant reinvention of the system of the principles by Russian scientists. The role of the control principles in the assessment procedure is substantiated. The necessity for the combined application of the teaching principles and control during the assessment activities is justified. The modern classification and hierarchy of learning principles are presented, three levels of principles of control and evaluation of foreign language communicative competence are substantiated: general-didactic, general-methodological and special principles. The general-didactic principle of reproducibility of assessment is offered for teaching activity, and also such general-methodological principles of foreign language communicative competence assessment as criterion and variability are offered for implementation.
MULTIDIMENSIONAL EXPERTISE IN DOCTORAL STUDIES - DOCTORAL STUDENTS EXPERIENCES OF THEIR PERSONAL PROCESSES

MULTIDIMENSIONAL EXPERTISE IN DOCTORAL STUDIES - DOCTORAL STUDENTS EXPERIENCES OF THEIR PERSONAL PROCESSES
Participant - Datasec Solutions

Datasec Solutions Pty Ltd (Datasec or the Company) is an IT security company based in Melbourne, Australia.
Research on the Development of Community Sports Culture and Pension Path in Chengdu

With the continuous improvement of the social living standards in our country, the problem of population aging is also increasing. At present, Chengdu is facing an accelerated development of population ageing and aging. The function of traditional old-age care mode has gradually weakened and cannot meet the current needs of old-age care in Chengdu. Therefore, this paper explores a new model of old-age care, based on the community of Chengdu, and introduces the government and social forces to participate in it, so as to construct a new model of urban community sports culture to meet the physical and mental needs of the elderly.
Web Informasi Geografis untuk Spasial Sawah dan Identifikasi Kesuburan Tanah Menggunakan Metode RAD

Banyuwangi is one of the districts in East Java Province which is on the eastern tip of Java Island where the population has a livelihood as a farmer. Agriculture is one of the priority sectors of regional development in Banyuwangi Regency. One effort was made to support the Department of Agriculture in mapping rice fields for organic and inorganic agriculture in Banyuwangi Regency by using a web-based Geographic Information System that can produce information about spatial fields and identification of soil fertility from the results of testing in soil laboratories. The method used in this study is Rapid Application Development (RAD). The conclusion obtained in this study is the Web Geographical Information can inform the spatial fields and identify soil fertility using the RAD method, so that it can support the Agricultural Service in mapping rice fields in Banyuwangi Regency.Keywords — Banyuwangi, Department of Agriculture, RAD, Web Geographic Information
멀티미디어 스마트러닝 기반 학습 환경에서 정보 제시 유형이 한국어 학습자의 인지부하와 학습 이해도에 미치는 영향

The purpose of this study is to find out what are the effects of the types of presentation on cognitive load and learning comprehension of learners of the Korean language in an educational environment based on multimedia smart learning. To do this, an experiment is conducted on 20 Korean language intermediate learners, each lasting 15 minutes. The experiment method is based on the physical responses of the participants of the experiment, which are observed using various types of presentations. Learning materials are divided into four types: type A is text, type is text and narration, type C is text and vision and type D is text, vision and narration.In order to determine the aspect of change in the learner’s human body during the experiment, their cardiac rate was measured. In addition, to carefully check their cognitive load when they are processing learning materials, a likert-type scale survey was conducted, a six item survey on the germane cognitive load, the intrinsic cognitive load and the extraneous cognitive load. To check the students’ understanding of the learning materials, their learning comprehension was tested using a multiple-choice questionnaire.The results of the experiment were analyzed using SPSS 20’s correlation analysis and a one-way ANOVA.No correlation was found between the type of presentation and the learners’ cardiac rate, their cognitive load and their learning. Type C created less of an intrinsic cognitive load and germane cognitive load compared to type A, yet the result is non-significant in a one-way ANOVA. This means that the type of presentation does not strongly influence the intrinsic cognitive load and germane cognitive load.In addition, type D and type C have less of an extraneous cognitive load than the other types. This result is meaningful, as the material, which is composed of hearing and vision material, has a lower cognitive load than just only vision material. Thus, when teaching material is planned based on smart learning, reducing the cognitive load of students should be considered.
The importance of accounting disclosure on social responsibility and its reflection in the role of enterprises in achieving social welfare A survey of the views of a number of financial analysts in the Iraqi market for securities

The research aims to test the fact that there is an impact on the Corporate Social Responsibility Disclosure (CSRD) in achieving Social Welfare (SW) in the Iraqi environment. 69 questionnaires were used, including a number of financial analysts in the Iraq Stock Exchange, to test hypotheses. We find that is a very high correlation significant between Corporate Social Responsibility Disclosure with social welfare. And that this disclosure positively affects the achievement of social welfare through the explain of the role it and contributions of these Corporate in support of the internal social base represented by individuals of the e Corporate, and external represented by individuals of society from the surrounding environment.
THE WAY TO THE WAVE – TO INTEGRATE MEDIA AND INFORMATION LITERACY IN THE "SCIENTIFIC WAVE" THROUGHOUT A BACHELOR PROGRAM IN BUSINESS ADMINISTRATION

THE WAY TO THE WAVE – TO INTEGRATE MEDIA AND INFORMATION LITERACY IN THE "SCIENTIFIC WAVE" THROUGHOUT A BACHELOR PROGRAM IN BUSINESS ADMINISTRATION
An Examination of the Structural Relationships Among Regulatory Focus, Learning Flow and Learning Outcomes

The purpose of this study is to examine the mediating effect of learning flow on the influence of the regulatory focus variables on learning outcomes. In this study, regulatory focus was set as the independent variable, learning outcomes as the dependent variable and learning flow as the mediating variable. For this study, a survey was conducted among 215 university students in South-Korea. The data was analyzed statistically utilizing a Structural Equation Model using SPSS 20.0 and AMOS 20.0. The results of this study were as follows. First, promotion focus has a positive effect on learning flow. Second, prevention focus was found to be insignificant and negatively related to learning flow. Third, promotion focus was found to be significant and positively related to learning outcomes. Fourth, prevention focus has a negative influence on learning outcomes. Fifth, learning flow was found to be insignificant and positively related to learning outcomes. The findings suggest that learning flow plays a role by partially mediating between promotion focus and learning outcomes. Therefore, it is necessary to train learners to adopt regulatory focus in order to improve learners’ learning outcomes. The theoretical implications of this study are that they found the new path that leads to a promotion focus and a prevention focus as a factor of learning flow.
CalligraphyNet: Augmenting handwriting generation with quill based stroke width

Realistic handwritten document generation garners a lot ofinterest from the document research community for its abilityto generate annotated data. In the current approach we haveused GAN-based stro ...
Multi-View Region Adaptive Multi-temporal DMM and RGB Action Recognition

Human action recognition remains an important yet challenging task. This work proposes a novel action recognition system. It uses a novel Multiple View Region Adaptive Multi-resolution in time Depth Motion Map (MV-RAMDMM) formulation combined with appearance information. Multiple stream 3D Convolutional Neural Networks (CNNs) are trained on the different views and time resolutions of the region adaptive Depth Motion Maps. Multiple views are synthesised to enhance the view invariance. The region adaptive weights, based on localised motion, accentuate and differentiate parts of actions possessing faster motion. Dedicated 3D CNN streams for multi-time resolution appearance information (RGB) are also included. These help to identify and differentiate between small object interactions. A pre-trained 3D-CNN is used here with fine-tuning for each stream along with multiple class Support Vector Machines (SVM)s. Average score fusion is used on the output. The developed approach is capable of recognising both human action and human-object interaction. Three public domain datasets including: MSR 3D Action,Northwestern UCLA multi-view actions and MSR 3D daily activity are used to evaluate the proposed solution. The experimental results demonstrate the robustness of this approach compared with state-of-the-art algorithms.
A Markov Chain Model for the APOS/ACE Instructional Treatment of Mathematics

The ACE teaching style is the pedagogical approach of the APOS instructional treatment of mathematics implemented with the help of computers. In this paper a Markov Chain model is introduced on the components of the ACE cycle on the purpose of studying mathematically its flow-diagram. This leads to a measure evaluating the student difficulties in learning mathematics. A classroom example is also presented illustrating the applicability and usefulness of the model.