Reviewerly/exHarmony huggingface dataset:
The FORTIKA Accelerated Edge Solution for Automating SMEs Security

Although the recent trend for the term “cyber-attack” is restricted for incidents causing physical damage, it has been traditionally used to describe a broader range of attempts to make unauthorized use of an asset related to computer information systems, computer networks, or even personal computing devices. As such, a cyber-attack aims to steal, alter a targets’ system/data, or even destroy targets by gaining access into a targeted system. In this respect, a whole new industry has been shaped around the need for protection against cyber-attacks, i.e. the “cyber-security” domain, which primarily deals with the protection of systems (incl. HW/SW & data) connected to the internet against cyber-attacks and should not be necessarily mixed with the domain of Information Technology (IT) Security (see Figure 4.1) that mainly refers to the protection of information. Cyber-security, on the other hand, is the ability to protect or defend the use of cyberspace from cyber-attacks by securing “things”, vulnerable through ICT. Figure 4.1 Information technology security vs cyber-security. https://s3-euw1-ap-pe-df-pch-content-public-p.s3.eu-west-1.amazonaws.com/9781003337492/51cb024d-c0f0-4f03-818e-5915e5d0ef18/content/fig4_1.tif" xmlns:xlink="https://www.w3.org/1999/xlink"/>
Information and Communication Technology as A Requirement for Successful Implementation of Education Managerial Functions

Working with information plays an important role in the management of any educational institution. The Deputy Director in carrying out information and analysis activities must process large amounts of material. The use of information technology helps make this job easier. This article describes the project on the use of information and communication technologies in the management of additional educational organizations for children and analyzes the main directions of informatization in the management of educational institutions. The effectiveness of the use of information technology in managerial activities based on the use of computer technology has been revealed. Managerial activities of the head include processing a large amount of information. For this information to really help make the right management decisions, it must be objective, arrive on time, and reflect the dynamics of change in management objects. In addition, we need technology that managers can use to process this information quickly and accurately, with minimal effort and time. However, in practice, a number of contradictions are revealed; between the need for computerized management of additional education centers and the ability of educational institutions the development management information systems; between the need to build a computerized management process based on scientific systems and their actual implementation through the development of individual areas - the constituent elements of the system (technical equipment, software, training, etc.), between the need to organize management using new information technologies and the level of training of teaching staff that is not adequate for working with modern software. The object of the study is ICT in the management activities of the leadership of an educational institution. The subject of the work is the process of informing the management of educational institutions. The aim of this work is to develop a variant of the management of educational institutions based on the use of information and communication technologies. This method of work. During the study, a complex of different methods was used: the object of research was studied by the method of systems analysis, the method of excluded and included observations, the study of documents governing the management of educational institutions, expert judgments, and sociological surveys. The practical significance of this work lies in the development of the project.
THE EFFECT OF HOME STUDY IMPLEMENTATION ON STUDENTS' LEARNING MOTIVATION IN CLASS IX SMPIT GITA WIRABANGSA

Purpose study this is for know influence implementation study at home to motivation study students at the Class IX SMPIT Gita Wirabangsa. This study uses a survey method with a quantitative approach. Data collection techniques using the questionnaire given to student force class IX with sample 20% of population, sample used researcher as many as 314 students. The results showed that the implementation of home learning activities had a positive effect on students' learning motivation, and the correlation value of home learning on students' learning motivation was in a weak position.
Varieties of Language and the Quest for Excellence in its Teaching and Learning

Human beings are different from animals in being able to organize the range of sounds produced by body mechanism into a highly efficient system of their identical language-based communication which has a network of varieties along with space, time, and social classes, deciding the identity, lexis and structural aspects of that variety of language known as a dialect. When one person uses one dialect in his own unique way, it is called his idiolect but different roles and situations decide the register and style of that dialect which is used as a standard dialect, no less than a language in itself. Every language has its own sounds, words, sentence patterns, and semantic meanings which need to be taught and learned. For this, three variables namely, the students, the methods/ approaches, and the teachers should be given due attention for further exploration in the field of academic study (teaching and learning) of the English language.
Mood variation in impersonal epistemic constructions with propositional attitude in Spanish and Italian

The article examines the peculiarities of usage of the impersonal epistemic construc-tion parece que ‘it seems that’ of Spanish and similar constructions pare che and sembra che of Italian. Special attention is focused on the variability of the verb mood in the dependent part of the construction.
THE IMPACT OF CREATIVE LEADERSHIP ON EMPOWERING HUMAN RESOURCES: ANALYTICAL RESEARCH IN SOME COLLEGE OF UNIVERSITY OF BAGHDAD

The current research focuses on testing the role of creative leadership and its necessity and the extent of its contribution to the effect to achieve the empowerment of human resources in the organization independently for a sample of the leaders of the University of Baghdad, as well as diagnosing the extent of the research sample’s interest in research variables and its dimensions, as the indicative variable of creative leadership consists of five dimensions (sensitivity to problems , originality, fluency, flexibility, perseverance and risk), and the responsive variable is the empowerment of human resources from three dimensions (information sharing, knowledge possession, freedom and independence), The researcher used the questionnaire as the main means of data collection, and she employed the descriptive analytical method as a research method. The research sample included (84) individuals from the senior leaders in colleges, and the main research tool (the questionnaire) was distributed to them to survey opinions about the variables, where the research community was (91). ), the researcher distributed (91) questionnaires, and received (84) questionnaires valid for statistical analysis, and the data were analyzed using the statistical programs V24- Amos and the statistical analysis program SPSS- V24, , with the adoption of descriptive and inferential statistics methods represented by a number of statistical programs that were extracted from these programs (arithmetic mean, standard deviation, coefficient of variation, simple correlation coefficient, simple linear regression (Pearson), frequencies and percentages, Komogorove-Simirnov test, coefficient ( Alpha Cronbach), confirmatory factor analysis) to extract the results, and the researcher concluded that there is a correlation and impact of creative leadership in empowering human resources.
State Mechanisms for Stimulating Innovative Activities

The relevance of this study lies in the fact that innovation is now becoming a key driver of economic advancement in the developing world.This provides an opportunity to generate pro-poor growth, increase output, raise welfare levels with limited resources.Innovation, as a creative but pragmatic response to constraints of all kinds, and new technological and organisational solutions that have the ability to emerge in a specific context, is therefore important not only for economic growth but also for the development itself.Innovation policy requires action in many different areas, such as education, finance or science and technology, which require "a holistic government".The purpose of the study is to reveal the key mechanisms for stimulating innovation-related activities from the perspective of the state, to propose recommendations aimed at developing innovation activities in Azerbaijan and improving the mechanism that provides stimulating actions for innovation activities on the part of the state.The study is based on academic papers by European, American, Russian and other specialists dealing with innovations and the stimulation of innovation from a governmental perspective, and on international statistical data.The following methods were used in the study: synthesis, comparison, economic and statistical analysis, generalisation and interpretation of the findings, graphical representation of the data.The findings of this study enabled the development of recommendations based on the analysis to improve the government's work with different organisations involved in developing innovations in different sectors and areas of activity.
Visual Interpretation of Russian Static Vector Space

The vector analogy task states that it is possible to find a vector translation which changes a selected semantic feature of a word and connects vector representations of two words.It is well known that the accuracy of such a translation is not always high.In this paper, we introduce a new method of visual representation of static vector embedding space which aims to investigate semantic properties of such a space.The main idea of the method is usage of LSA method for separation of a vector space into semantically homogeneous parts.We also use topic word lists embedded into a static vector space for the sake of visualization of results of such separation.During our experiments, we found out that it is possible to interpret not only small groups of vectors but also the global structure of the whole space.The semantic differences among selected global groups depend on the semantic and pragmatic features of texts used for training the vector model -their genre, style, source, lexis etc.The introduced method can be used for construction of a hierarchical model of a vector space.
Cultural Literacy: Conceptual Issues of Selecting Content of Tradicional Cultural In Education

Cultural literacy today is an important educational outcome in the context of individual identity, civic education and multiculturalism. It allows an individual to understand and respect themselves, their culture and the diversity of the other cultures, know the origins, and connotations. Cultural literacy as a result of education is related to two ideas: how to live meaningfully, consciously in society and the cultural environment, how to take responsibility for cultural heritage and values ​​and create cultural values ​​for oneself. Traditional celebration and rituals are an important phenomenon in traditional culture. In the rituals, society has encoded the main world scenes and patterns of human behavior that have contributed to the well-being of the collective and the individual. The attachment of a ritual to a specific point in time and space is one of the most important conditions for its existence. Eternity and infinity are too vague abstractions for the limited human imagination. In order to understand the world we live in, these abstractions are saturated with reference points, markers. To master the content of traditional celebration means to orient oneself in these spatial and temporal markers, to know the participants of the ritual, their roles and functions, at the same time offering to experience those aspects of the ritual in which the experience cannot be explained only by rational thought processes. In this article the components of the content of the traditional cultural calendar celebration from the point of view of the ritual were substantiate. Recommendations for the implementation of traditional culture content in primary education are offered.
METHODS OF CHECKING THE AUTHENTICITY OF TEXTS

A general overview of the available methods for verifying the authenticity of texts was performed, the advantages and disadvantages of each were analyzed. The shingle method has been implemented, as well as a modified string-matching algorithm, which all
Design and Implementation of New Biorthogonal Wavelets and its Application to Image Processing

Wavelet transformation has been an interesting field since its exposure with wavelet-based compression standard embedded zerotree wavelet. Though, the origin of wavelets back to many decades, the presence of research at the very beginning of wavelet bases is also being carried out in the research community. This is because of the wide presence of its applicability as well as its structure of adapting to the type of problem at hand. In this paper, an approach of designing biorthogonal wavelets is presented. This approach may be extended to design variety of wavelets. This paper mainly focus on the design steps and corresponding coding in MATLAB. By varying the length, type of the bases and other parameters, different wavelets may be devised.
Parameter-free filled function method for nonlinear integer program

Filled function method is a typical deterministic approach for solving nonlinear integer programming problems.The core technique of this approach is to construct a filled function that can constantly jump out of the current local minimizer and find another better local minimizer.To overcome the difficulty in selecting the parameters of the filled function, a new parameterfree filled function is constructed, and a new global optimization algorithm is designed by combining the discrete steepest descent method.Numerical results illustrate that the algorithm is not only effective and feasible, but also has better global optimization ability.Finally, the applicability of the algorithm is verified by solving an actual single-machine scheduling problem.
Armenian Speech Recognition System: Acoustic and Language Models

Nowadays automatic speech recognition (ASR) is an important task for machines. Several applications such as speech translation, virtual assistants and voice bot systems use ASR to understand human speech. Most of the research and available models are for widely used languages, such as English, German, French, Chinese and Spanish. This paper presents the Armenian speech recognition system. As a result of this research developed acoustic and language models for the Armenian language (modern ASR systems combine acoustic and language models to achieve higher accuracy). RNN-based Baidu’s Deep Speech deep neural network was used to train the acoustic model, and the KenLM toolkit was used to train the probabilistic language model. The acoustic model was trained and validated on ArmSpeech Armenian native speech corpus using transfer-learning and data augmentation techniques and tested on the Common Voice Armenian database. The language model was built based on the texts scraped from Armenian news websites. Final models are small in size and can be run and do real-time speech-to-text tasks on IoT devices. Testing on the Common Voice Armenian database the model gave 0.902565 WER and 0.305321 CER without the language model, and 0.552975 WER and 0.285904 CER with the language model. The paper aims to describe environment setup, data collection, acoustic and language models training processes, as well as final results and benchmarks.
An investigation on implementing a scenario on different cloud simulators

Recently, many algorithms have been introduced to provide solutions for Virtual Machine Consolidation in Cloud Data Center. Such Algorithms are usually implemented using many Cloud Simulators, which may have different representation and behavior of cloud infrastructure entities like Data Centers, Physical Machines(PMs), and Virtual Machines(VMs). In this paper, we investigated the impact of using a simulator on the implementation of Cloud infrastructure that is necessary for the Consolidation process, we chose Cloudsim and DISSECTCF simulators in particular since they both support Cloud infrastructure entities. Our aim is to find common entities for cloud simulators that are necessary to build the same infrastructure with particular interest on monitoring the CPU utilization and energy consumption. We report our experience with the implementation on the two Simulators, in addition to the limitation and differences we found during the reproducing process.
PEMBELAJARAN MEMBATIK DI SMK NEGERI 2 TEGALSARI BANYUWANGI

This study aims to (1) describe the approach strategy applied by the teacher in learning batik at SMK Negeri 2 Tegalsari (2) describe and determine the learning method applied by the batik learning teacher (3) find out the evaluation strategy of batik learning at SMK Negeri 2 Tegalsari.&#x0D; The results of this study indicate (1) the learning approach used by the teacher at the time of learning to make batik by paying attention to the accuracy of the choice of approach with the condition of the students at SMK Negeri 2 Tegalsari. (2) the learning method applied by the teacher to present learning materials for class XI KKBT batik at SMK Negeri 2 Tegalsari. (3) the evaluation strategy applied to batik learning includes aspects of attitude, knowledge and skills as well as an evaluation strategy through reporting based on the curriculum applied at SMK Negeri 2 Tegalsari. This research is important to be studied as a process of developing learning strategies. The importance of this research is to reveal more about the analysis of batik learning strategies at SMK Negeri 2 Tegalsari.&#x0D; Keywords: Learning, Batik, SMK Negeri 2 Tegalsari.
Rancang Bangun Sistem Penyusunan Jadwal Pelajaran Menggunakan Algoritma Genetika Berbasis Web (study Kasus MI Mahalul Ulum)

Scheduling subjects is the most important administrative activity carried out at the beginning of the semester in the academic year, making the schedule of subjects is not very easy many aspects that affect and have to be calculated, this can be an obstacle for the schedule maker and causes the making of the schedule to be a rather long process because a conflicting teacher. To overcome this problem, a web-based scheduling system was built using the algorithm method, with the limits determined, this algorithm is expected to be able to solve this problem well without any teacher schedule constraints that clash with other schedules. By collecting data through observation and interviews with the principal, then the data obtained by using the genetic algorithm approach to the formulation of the algorithm can also produce a pretty good schedule and can divide the teaching hours of certification teachers and ordinary teachers as well. Approach with Genetic Algorithm in solving the problem of scheduling subjects can be successfully applied with a good combination. The Scheduling System can divide JTM well so that the teaching hours supported by certification teachers have exceeded more than 24 JTM in one week.
MAKING AN APPLICATION FOR DETERMINING THE RANKING OF IMMIGRATION POLYTECHNIC STUDENTS WITH THE WEBSITE-BASED PROMETHEE METHOD

In the process, based on the ranking of the Immigration Polytechnic cadets, the number of considerations objectively indicators or criteria that have been determined. These indicators and criteria have weight values that will be analyzed quickly and structured. So we need a system to help the Immigration Polytechnic make a list of these people or multi-criteria. This study uses the Preference Ranking Organization Method for Enrichment Evaluation (PROMETHEE) as a Decision Support System (DCS). The PROMETHEE method is one of the groups in the Multi-Criteria Decision Making (MCDM), which will analyze using many indicators or multi-criteria. It will produce output in the form of decision recommendations to its users. In addition, the PROMETHEE method will compare the value of one alternative with another alternative and produce a ranking based on the value that Immigration Polytechnic students get. Researchers conducted two tests by comparing the results of the test data and the results of the system. The tests are accumulated and calculated using the formula for the estimation of the confusion matrix. The final score is 90% which is included in the Excellent Classification and Best Classification.
Pengembangan Permainan Puzzle Awan Berbasis Android Dalam Pembelajaran FPB DAN KPK

This study aims to develop a puzzle game based on aspects of validity, accuracy and effectiveness. Cloud puzzle game is a learning media that can support the learning process. A puzzle game containing FPB and KPK material that learns about the meaning and steps to determine FPB and KPK.This study uses the ADDIE development model. The steps for developing this learning media are through 5 stages: (1) Analysis (2) Design (3) Development (4) Implementation (5) Evaluation. This study involved 19 students of class VII SMP Negeri 02 Wagir and 9 students of class VII SMP Negeri 02 Wagir as test subjects for cloud puzzle games, as well as lecturers and teachers as experts in cloud puzzle game validators. Questionnaires were used for material experts, media experts, and learning experts to test the validity of cloud puzzle games, user response questionnaires (teachers and students) were used to test the feasibility and effectiveness of cloud games.The results of this study are: (1) Material validation results 3.5, media validation results 3.53 and learning validation results 3.75 with the "very valid" category. (2) The results of the cloud puzzle game on the user (teacher) response were 3.92, the result of the student user response for the limited field trial was 3.78 and the result of the student user response questionnaire for the broad field trial was 3.52 with the "very feasible" category. (3) The results of the effectiveness of the cloud puzzle game on the user (teacher) response were 3.92, the result of the student user response for the limited field trial was 3.78 and the results of the student user response questionnaire for the broad field trial were 3.52 with the "very effective" category.
An Optimum Deraining Scheme using Sparse Coding

Rain streak removal is a challenging and interesting task of image processing where the rain streaks will be removed from an image with rain streaks. In the literature, a large number of proposals are made where rain streak removal is considered as image enhancement or denoising. In this paper, a model of rain streak removal was proposed using sparse coding. First the regularization terms of the rain streak removal are defined. Then, a suitable dictionary of sub- dictionary with respect to specific patch of input rainy image are prepared. Finally, the Sparse code is applied on the patches of input image individually. The simulation results prove that the proposed technique performs very well even if the raindrop size is above a certain threshold.