Reviewerly/exHarmony huggingface dataset:
Survey on Privacy Preserving Technique of Blockchain Algorithm and its Data Structure

Encrypted algorithm used is a decentralized technique. It has enough power to resolve any business related issues. Cryptography secures the records in a blockchain transaction and each transaction is tied to previous transactions or records. One of blockchain's benefits is its inherent resiliency to cyber-attack. While not immune to all forms of cyber risk, blockchain's unique structure provides cyber security capabilities not present in traditional ledgers and other legacy technologies. The distributed architecture of an algorithm rise, the resiliency of the overall network from being exposed to compromise from a single access point or point of failure. Also improve the overall robustness and integrity of shared ledgers. The Merkle tree structure also help participants with enhanced transparency, making it much more difficult to corrupt blockchains through malware. Blockchains hosted on a cloud platform, cloud data owners prefer to outsource documents in an encrypted form for the secure infrastructure. Also the foundation of Bit coin is using blockchain data structure and now it has received extensive attentions recently. In this survey paper of privacy preserving algorithm author point out the advantages and usage of it through existing approach. Lastly, the author discuss the structure and main features of block chain are like Decentralization, Immutability Faster dealings, Transaction and validation happens in seconds etc. In This Survey paper author has discuss one challenge that the relationship between data will be normally concealed in the process of encryption, which will lead to significant search accuracy performance decrease while the volume of data dramatic high. For such challenges author in thispaper will suggest some innovate ideas to get the efficient end product outcomes.
Network Load Balancing in Dynamic Data Center

Distributed computing systems have become a natural setting in many environments for business and academia.This is due to the rapid increase in processor and/or memory hungry applications coupled with the advent of low-cost powerful workstations.Over the past three decade, parallel and distributed computing witnessed major growth due to the declined cost of hardware, advancement in communication technology, explosive growth of internet and need to solve large-scale problems.These systems often face the problem of load imbalance, which can degrade the performance of the system.Load balancing improves the system performance by dividing the work load effectively among the participating computers/nodes.In this paper proposed mobile virtual cloud network will be form and will make available to all nodes for execution but it is very critical to find the optimize node for the execution in the given network so that we are using bidding resource allocation algorithm.This will work like to the bidder.In this way we can form the virtual cloud network with total mobile cloud implementation.
Media Literacy – Creative Development of the Skills and Knowledge for the Education in the 21st Century

Media literacy enables primarily children, future citizens for the political choices, to understand political discourse and participation within it.In this way, as mature, media literate, well-informed citizens they will be able to make their own decisions about the democratic electoral process.However, adolescents, young people and adults as well as the oldest citizens often need to be media-literate, especially due to the fact that in the age of new media and new technologies, the knowledge that we possess becomes obsolete very quickly and it is certainly necessary to participate in lifelong learning and within the media literacy of all generations of citizens.Media literacy has dual meaning -as an concept is defined as ability of the approach, analyses, evaluation and transmission of the messages through the media while the essential focus of media literacy is to overmaster with critic and creative skills, knowledge that are of help to connect complex ideas, constantly questioning manifestations, attempt to recognize answers that will satisfy congenital curiosity of any of us, but also
Empowering Teaching Materials Of Approaches And Methods In English Language Teaching (Amelt) Subject Matter Through Lesson Study

This study is aimed at reconstructing the teaching materials of Approaches and Methods in English Language Teaching (AMELT) subject matter.This four semester credit-compulsory subject is taught to students of English Education Department of University of Muria Kudus, Central Java Indonesia to make them competence in teaching English as a foreign language to senior high school students.The design of the study is Research and Development and the overall development program was done in the framework of lesson study.The lecturer of this subject matter functioned as the researcher and reconstructed the teaching materials of AMELT.The finding of the study showed that lesson study empowered teaching materials of AMELT in at least three important points, a) sharing different teaching experience, b) sharing different pedagogical competence, and c) sharing teaching method and strategy.On the basis of the above finding, the researcher concluded that lesson study can practically empower the teaching material of AMELT.
Risk and Return Management through Smart Contract Profit Redistribution

Investing into a new product or service is a high-risk, high-return activity. This is best symbolized by the observation that the return over investment distribution of startups is a power law. Introduction of new products or services to the market might fail to generate profit even though there is a demand. Early adopters are also penalized, as they often pay a high price for something which will end up being cheaper, and might lose their warranty if the firm goes bankrupt. Innovation is slowed down. We propose to equally redistribute part of the generated profit at the end of a predefined time period to previous customers using Ethereum smart contract. Because customers are aware of the amount they would get back, their behaviors will change. The return over investment distribution and therefore the risk and return balance of the firms will also be affected. We formally define both a classic market and a market that is using our proposed system, and present an architecture to deploy such system. A preliminary numerical simulation is provided.
The Development of Early Childhood Motor through Human Resource Empowerment of PAUD Teacher Using Educational Game Tools in Maos Lor, Cilacap District, Central Java Province

Improving education and training of teacher as a focus on reformation of educational system which is a goal that must be achieved in EFA (Education for All). As a tangible manifestation of the mandate through efforts to improve the quality of education and development of competency based on educational game tools or APE. PAUD teachers should also have the ability to design, create, utilize, maintain, and self-assess the tools for early childhood games because well-developed game tools will be more interesting than tools that were not developed first. This community service program activity is needed because the education level of PAUD teachers varies. Based on the results of the identification of the target audience, most PAUD teachers do not meet the academic qualifications and competencies properly. The ability to read, write, count, think actively and critically and the low implementation of learning models in the form of quality and fun educational teaching aids in PAUD institutions is very necessary. The expected output of this activity is the increasing, competency and quality of PAUD teachers towards educational game-based media learning programs (APE) and increasing the creativity of PAUD students by implementing APE-based learning media programs.
Development of TGT Cooperative Learning Model Based on Crossword Local Wisdom Educational Game in Kudus

This study purpose to develop a TGT Cooperative Learning Model based on Crossword Local Wisdom Educational Game in fourth grade students of Primary Schools in Kudus. This type of research uses research and development methods (R&D) which have been simplified into 8 steps. Data collection in this stu
Penentuan Jumlah Kelas Matakuliah Menggunakan Fuzzy Tsukamoto dan Metode K-Means Cluster

The prediction of the number of courses is done by the department before making a schedule for each course. In practice, the number of classes in each course has a different number and there is often an opening or closing class when compiling a KRS due to the number of classes that are not in accordance with the number of students. A system is needed to produce a number of classes so that it can reduce the number of opening classes because the demand for a higher number of classes is in the class because of the interest in a class that will be opened. Fuzzy methods are used to predict students who will repeat the course based on student force and value variables. The K-Means method is used to classify the subjects with the number of students converted into 2 groups based on the number of students who have been taken and the number of students who repeat a number of subjects. The two methods used are implemented in the application system to predict the number of classes. The results of the fuzzy and K-method processes mean the output of the application predictions the number of classes.
Lexicographic Product of Standard Graphs Using Claw Decompositions

In this paper, we shall discuss necessary and sufficient condition for the decomposition of Cartesian products of standard graphs into claws.Also, we give a sufficient condition for the claw decomposition of Lexicographic product of standard graphs.
Different Techniques used for Educational Data Mining - A Survey

Performance prediction is one of the major discussed topics studied in every educational institution. Prediction in the area of choosing the subjects of students' interest can be better viewed through the associations of the data or process of finding inherent regularities. The variety of data or the attributes and algorithm can be used for the prediction models. It is beneficial to the prediction of students' performance with high accuracy because it is helpful to identify the students who have achieve low grades at the early stage of academics. When we study marketing we generally focus on what the customer is going to buy according to what he wants and we recommend him according to it. Likewise, here in educational mining if a student performs good in particular field of subjects and bad in some other kind of subjects. So, we can make that student prepares for those subjects before his performance degrades. Therefore, educational data mining provides an idea to study the dataset of multiple students under various conditions and influences which a student goes through. We can never predict any kind of person though, their present and past academic records including various activities and habits can imply what they are used to how they perform in various tests that can be labelled accordingly. Educational data mining is a prediction technique which extracts information of students from educational institutes like schools, colleges, universities. The whole idea of focusing on educational sector is the one related to discover new reasons or factors involved which are affecting their education.
Improving Student Vocabulary Mastery Through The Pictionary Words Game in Fifth Grade of Madrasah Ibtidaiyah Tarbiyatul Athfal Sumurber

This study aims to improve the ability of vocabulary in english through the implementation of pictionary words game in elementary school. Basically learning in the classroom must be done in a fun, but the teacher still do not know what techniques are able to attract student learning interest. In addition pictionary words game is also able to make all students active during the learning process. The author conducted a series of processes to identify problems that are happening. From interviews and observationS it can be concluded that the pictionary words game is quite effective in helping students remember vocabularies in English language
Pengaruh Efikasi Diri dan Dukungan Sosial Guru Terhadap Prestasi Belajar Matematika Siswa

This study aims to determine the effect of self-efficacy and teacher social support on mathematics learning achievement of class VII students of one of the Private SMP in Kupang city social arithmetic material. The type of research used is quantitative with the statistical analysis used in this study, namely multiple regression analysis. The sample in this study is class VII A, amounting to 25 people randomly selected from 4 existing classes. The type of data in this research is primary data with data collection used, namely questionnaires and achievement test questions. Technical data analysis in this study used multiple regression analysis. Based on the partial test results on self efficacy showed that = 3.164&gt; 1.71 = , teacher social support obtained = 2.954&gt; 1.71 = , then with a significant level of 5% there is a partial effect on self-efficacy and social support teacher. Furthermore, the simultaneous test shows that = 55,176 and at a significant level of 5% which means that = 55,176 &gt; 3,44 = , then there is a simultaneous influence on teacher self-efficacy and social support . So, it was found that self-efficacy and social support of teachers had a significant influence on mathematics learning achievement both partially and simultaneously. Thus, it was concluded that there was an effect of teacher self-efficacy and social support on students' mathematics learning achievement. The coefficient of determination (R Square) = 0.834. This means that 83.40% of the variation in mathematics learning achievement can be explained by variations in the two variables, namely self-efficacy and teacher social support. Meanwhile, 16.60% is influenced by other variables.
Manifestation of Recreational Ideas in Non-Formal and Formal Curriculum

The aim of the article is to highlight manifestation of recreational ideas in non-formal and formal curriculum. The methods of research such as scientific literature analysis, systematization, synthesis, generalisation are used in the article.The article includesthree main parts. The aim of the first part is to reveal the relationship between formal, non-formal, and informal education in the context of the curriculum following the conceptions of lifelong learning, comprehensive learning. The conclusion is drawn that education forms are complementary; therefore, it is necessary to create the guidelines for promising education beneficial for young people. The formal curriculum should encompass all education forms, and not to be oriented towards ensuring the needs of learners. The second part presents the concept of the curriculum, emphasises the need for recreational activities as factors motivating youth to learn. It leads to the conclusion that the formal curriculum is oriented towards the efficiency of learning abilities/situation structural elements, teacher’s motivational teaching methods, and non-formal curriculum focuses more on strengthening internal (personal) motivation. The third part analyses non-formal and formal education curriculum. The document analysis showed that in non-formal education recreational ideas are realised through self-recognition motivational factor identifying the importance of education to personal improvement. In formal education, education policy makers declare recreational ideas in general curricula; however, there is a lack of direct recreational activities that motivated learners to learn in terms of understanding the importance of education for fostering their personality. The need for creating a recreational-educational environment was highlighted.
Corpus Analysis of Complex Names with Common Nouns in Croatian

The goal of this corpus-based research is to see can the complex names with common nouns in their composition be extracted from Croatian hrWaC v2.2 corpus by using regular expressions, i.e. to what extent the capital letter (not the one after the full stop, the exclamation mark or the question mark) can be taken as an indication of a name.Common noun can be used as a regular noun or as a constituent of a complex name, which, on one hand, makes it difficult to tag them automatically, and on the other hand, affects the lexicographic description.With the help of regular expressions, we searched for capitalized common nouns and for sequences in which a capitalized attribute is on the first place and the common noun follows it.After analyzing 1000 examples in each search, we divided results into two groups: names and sequences with an uppercase letter that are not names.Some of the causes of extracting "false" names are technical (e.g.interpunction: separating sentences with paragraph mark ( ¶), lack of interpunction at the end of sentence; whole parts of text written in upper case...), and some of them lie in the texts crawled for hrWaC, which are not written in accordance with Croatian orthography.
Comparative Study of Classification Algorithms of Data Mining for Possibilities of Breast Cancer

Data Mining is the technique of finding new information from the existing data on the basis of patterns that has been shown in the data to predict some conclusion from the data. Data mining has a variety of tools to find out patterns and relationship among data that can be used to predict the final results. One of the most hazardous disease among women is Breast Cancer which if not diagnosed timely, results in loss of life. This cancer is formed in the cells of the breasts. It causes the cells to change its characteristics and ends up in abnormal growth of cells that becomes a tumor. It can occur both in men and women but quite common in woman. This paper is aimed to predict the stage of breast cancer on the basis of data set for AI for SocialGood: Women Coders' Bootcamp organized by Artificial Intelligence for Development in collaboration with UNDP Nepal.
Professionalisation of thinking and psychological-pedagogic training of pedagogues for working with personal results of pupils using workshop facilities

The applicability of the article is determined by increasing demands to the level of readiness of the educators for providing proper conditions for formation all the educational results of pupils. The experience of applying workshop as a special format of working in the system of continuous professional training, that is oriented to professionalisation of pedagogues’ thinking, has been presented for the first time. The analysis of performance outcomes of the workshop, oriented towards identification of problem situations in the pedagogic and psychological support of the process of formation of pupils’ personal results, has been done. The efficiency of work with teachers by means of proposed technology which ensures significant change in the level of cognitive, operational and conative components of their willingness for operating with the whole range of the pupils’ educational results has been proved. The work experience represented in the article allows appraising the format of workshop as challenging form of work with the parties of educational process.
A lightweight environment for 2D visual applications

People and organizations constantly use a wide variety of devices and formats to produce large volumes of data. This involves a series of challenges related to processing and transforming data into valuable knowledge to carry out informed decisions. This research work departs from the fact that information visualization is a critical element in the pro- cess of data analysis that takes advantage of the visual and cognitive abilities of people to explore, discover, interpret, and understand patterns in data with the use of visual representations and human-computer interaction techniques. This research proposes Dio ̈ko ̈l, a programming environment developed with Lua and OpenVG to facilitate the learning process of programmers with little experience in the implementation of visualizations. The environment was designed after the careful study of similar tools and the most popular visualization libraries. Its design takes into account their weaknesses and strengths to propose a set of features that can make it an efficient alternative to learning about and program visualizations. In addition to typical functionality provided by several visualization tools and libraries, Dio ̈k ̈ol is a lightweight environment that provides a simple and effective event manager, is scalable, small, portable and contributes an environment with a simple and easy to understand graphical interface and functionality, similar to the ones provided by Processing.
PERANCANGAN ALAT PEMBELAJARAN KUNCI GITAR BERBASIS ARDUINO DAN ANDROID

Science and technology are moving, developing in the business world and have significance to human life. This is done with the various facilities provided and provided by companies. One of the technologies used today in the music world is in musical instruments, where the author wants to use tutorial system using Chord on guitar instrument for beginner who want to learn to use guitar, so for beginners do not bother anymore to learn together and know the Chord on a guitar instrument, because the musical instruments that are already under the LED light on each fred guitar that is located under each strings of the guitar.
Literature Review on Examination Stress amongst School Going Students

In today's rapidly growing world, people are completely occupied into their activities and have no time to think about their mental health.The fast growing era has led to the competitive edge amongst all the age groups and at the same time this as brought lot of stress in the life of each and every one.The magnitude of the stress might vary for an individual but since the stress bearing capacity also vary from person to person, the results of this stress are also varying in nature, leading to mental disorders like Anxiety and depression or a physiological disorders like high blood press, Diabetes or cardiac problem.The stress bearing capacity majorly depends on the personality type and traits of an individual and the school age is the major part of an individual's life in shaping the personality.Hence in this research article, the emphasis was given to check the literature, where the work has been published on examination stress of school going children.
Дослідження характеру зв’язку мотивації слухачів онлайн-курсів із успішним завершенням навчання

The online education development will be the driving force behind changes in the world’s educational trends. The proposed article provides the analysis for the learning outcome at massive open online courses "Learning How to Learn" and "Educational Tools for Critical Thinking" to identify students’ motivational needs. "Learning How to Learn" course is adapted in Ukrainian, "Educational Tools for Critical Thinking" is developed by Ukrainian authors. Courses are distributed on the Prometheus platform in 2018, they are created for different target audiences and include different motivational components for students. The article aims to solve such problems: analysis and research the testing results at the courses "Learning How to Learn" and "Educational Tools for Critical Thinking" to motivate students and further guidelines creation for the motivational techniques’ development for online course students. Considering the presented data, we can conclude the main motivation for these students was to master new knowledge or deepen existing ones to obtain a new post, improving the financial position or changing the profession for the same purpose. Consequently, material motivation plays a leading role. Motivational techniques for improving the learning process quality and increasing the correlation between mastering the theoretical material and passing practical exercises are proposed in conclusions.Ref. 17, fig. 5.