Reviewerly/exHarmony huggingface dataset:
A Hybrid Landmark and Contour-Matching Image Registration Model

In this manuscript, we propose a novel hybrid Landmark and Contour-Matching (LCM) image registration model to align image pairs. The proposed model uses image contour information to supplement missing edge information in between exact landmarks. We demonstrate that the model circumvent the drawbacks associated with an straightforward application of the Thin Plate Spline (TPS) registration technique.The proposed model provides higher post-registration Dice similarity between the reference and registered template images by improving the image overlap away from major landmarks and visually reduces the appearance of the ''unnatural bending'' typically present in TPS-registered images. We also show that naively increasing the number of landmarks in a TPS model does not always guarantee an accurate registration result. We indicate how the proposed model using even less number of exact landmarks along with additional approximate contour information provided suitable results, as opposed to the TPS model. Lastly, the proposed model produces physically relevant registration results with improved Dice similarity indices even when landmark localization errors are present in data.Overall, the proposed Landmark and Contour-Matching (LCM) model increases the flexibility of the TPS approach especially when only a few landmarks can be defined, when defining too many landmarks leads to high oscillations in the registration transformations, or when the identification of exact landmarks is susceptible to human error.
FORMATION OF VALUE ORIENTATIONS IN THE PROCESS OF TEACHING MATHEMATICS

The general education school is the most important link in the formation of value orientations and the value system of students, which is due to the general content of the educational goals of the school and the student's relationship with teachers, friends and other participants in school life. The school is of decisive importance from the point of view of the community of value orientations and the system of values of students, the inclusion of national and universal values in them, the solution of global problems of moral and aesthetic education, the formation of a single system of cognitive values. And how does mathematics or mathematical education affect a person's value orientation, the direction of his life? Can a person, in certain situations, give preference to similar values over other values? And what is the role of mathematics education in the value system of the student and the person as a whole? The answer depends on what we mean by mathematical education or what goals it pursues. If the process of teaching mathematics is reduced to teaching mathematics, then mathematics with its formal structure of lan- guage and abstract figures is far from life and school interests (with rare exceptions in each class for individual students). Mathematical knowledge also does not lead to wisdom and philosophy of life, it even reduces the stu- dent's vital activity. However, if the process of teaching mathematics is aimed at implementing education through mathematics, then the role of mathematics increases as a means of forming cognitive, aesthetic, moral, mental and other values. This view of mathematics gives the student the opportunity to appreciate the objects studied with the help of mathematics, to look at the world in a different way. He feels more confident in different real life situations. The article deals with the problem of the formation of value orientations of students in the process of teaching mathematics. The dependence of the problem on various types of internal and external factors in the formation of value orientations in this process is considered. The problem of the formation of different levels of value orientations in the process of teaching mathematics is also considered. These are the perception, response, or recognition of value, the acquisition of value orientations, the organization of value orientations and the spread of a value orientation or a set of orientations towards activity.
SOCIAL TECHNIFICATION OF THE WORK OF UNIVERSITY CLASSES (TAKING INTO ACCOUNT INTERESTS OF STUDENTS)

The article substantiates the importance of studying the interests of participants in educational relations, it indicates the need to orient social technologies for managing educational systems so that to take into account the needs and interests of students, reflected in the behavioural and emotional aspects of their behaviour. The article presents the results of sociological research, demonstrating the complexity of the motivational structure of students. This structure is presented in the form of actual needs and expressed in the variety of their desires and dreams. The article describes the relationship of the motivational sphere of students, their gender, age and behaviour characteristics and living conditions with the comfort of living, environment at home and at school, material security, satisfaction with studies, academic performance, observance of moral norms of communication in their environment, opportunities for self-expression, confidence in the future, life goals, purchase criteria and other characteristics of consumer behaviour. The article examines the motivational features of young students, that depend on the prevailing types of values, the desire for selfrenewal (desire for independence, stimulation, hedonism), self-preservation (desire for security, conformity, adherence to tradition), self-restraint (desire to show kindness and universalism) and self-affirmation (desire to achieve and power).
Credit Card Fraud Detection Using Naive Bayesian and C4.5 Decision Tree Classifiers

Growing problem of card payment fraudulent abuse is a main focus of banks and payment Service Providers (PSPs). This study is using naive Bayes, C4.5 decision tree and bagging ensemble machine learning algorithms to predict outcome of regular and fraud transactions. Performance of algorithms is evaluated through: precision, recall, PRC area rates. Performance of machine learning algorithms PRC rates between 0,999 and 1,000 expressing that these algorithms are quite good in distinguishing binary class 0 in our dataset. Amongst all algorithms best performing PRC class 1 rate has Bagging with C4.5 decision tree as base learner with rate of 0,825. For prediction of fraud transactions with success of 92,74% correctly predicted with C4.5 decision tree algorithm.
DEVELOPMENT OF CONTEXTUAL-BASED STUDENT WORKSHEET ON THE THEME OF ENVIRONMENT OUR BEST FRIEND’S GRADE FIFTH ELEMENTARY SCHOOL OF SUKADANA.

This development research aims to develop a Contextual-Based Student Worksheet On The Theme of Environment Our Best Friend’s Grade Fifth Elementary School Of Sukadana. The type of research is Research of Development with the Dick and Carey model. The results showed that the media validation was classified as good with a percentage of 76,85%. Linguistic validation results are categorized as good with a percentage of 71,43%. The results of the material validation category are very good with a percentage of 91,25%. Overall the result of the analysis and calculation of questionnaire scores from the expert team, Contextual-Based Student Worksheet are in the good category with a percentage of 79,84%. While the result of one-to-one are classified as good with a percentage of 73,48%. Small group trials are classified as very good a percentage of 86,75%, meaning that is Contextual-Based Student Worksheet On The Theme Of Environment Our Best Friend’s grade Fifth of Elementary School Of Sukadana valid and practical to use.
The impact of location variables on the modelling and forecasting of capital expenditure for hyperscale datacenters

Abstract The digital age and the growth of the internet is increasing exponentially each year, this has created a need for facilities to house and store the data generated. Examples of the data generated are such items such as images, film libraries such as Netflix and Prime Video along withinternet search data. The facility to house this information is a data center. A data centeris a building (or self-contained unit within a building) used to house computing equipment such as servers along with associated components such as telecommunications, network and storage systems. This growth in demand has required data centerproviders to expand into new countries, often at very short notice. Research Design The research design will likely use a positivist paradigm with a deductive approach, combining predictive theory and action research theory using a multivariate linear regression technique. The Data will be collected using closed questionnaires, publicly available data and industry data analysed in a quantitative method with a cross sectional timeline. Research Findings Variables will be established and analysed to understand the weighting of each variable and its impact on capital expenditure. Research Conclusions The conclusion is expected to be a model where input location variables are used to predict the capital expenditure for the construction of hyperscale data centers. This will benefit data centerowners, developers and fund providers when assessing the value of capital expenditure required as a decision for investment in selecting a site location fora hyperscale data center.
TRAINING OF FUTURE TEACHERS TO FORM A READING CULTURE USING BASIC SOFTWARE TOOLS OF INFORMATION TECHNOLOGIES

The success of a modern person largely depends on their ability to learn throughout their life. The ability to learn is formed from school in the form of universal learning activities, one of which is semantic reading. Semantic reading and reading literacy are at the core of a person's reading culture. The reader's culture is inextricably linked to the system of continuing education and represents a set of interrelated values and ways of self-educational activities aimed at working with information sources. The formation of a reading culture depends on the quality of professional training of future teachers. The aim of the research was to develop methods for forming a reader's culture using basic information technology tools and their development by students studying in the field of "Pedagogical education". The goal was achieved based on the analysis of literature and other sources, as well as by designing educational tasks aimed at forming the students ' reading culture. As a result of the research, the relationship between the concepts of "semantic reading", "reading literacy" and "reading culture" is determined. Methods for the formation of students ' reading culture using basic information technology tools are developed and methodological recommendations for their use in general education schools are given. In conclusion, it is concluded that the developed methodological techniques for working with information sources using basic software tools of information technologies will prepare future teachers for the formation of reader culture as a fundamental quality of personality for self-education throughout life.
On the Question of Critical Perception of Information by Young People on the Internet

The modern information age raises the problem of the formation of students ability to self-education, their competence work with different types of information and critical thinking skills in. The article focuses on the definition of critical thinking as an essential element of mental activity of a person at the modern information society; on the study of socio-psychological factors of youth susceptibility to manipulation of consciousness. The critical thinking procedure should provide not just proactive position of its bearer, but his leading role in determining the course and direction of events development. In the situation of informational war only critical thinking can save our consciousness from the impact of the mighty media manipulation. Critical thinking is not just the ability to think, it is the ability to think rationally, the ability to understand our own thoughts, the ability to understand the thoughts of others, the ability to make up your mind to reach the only right decision, consciously assessing the situation. It is defined the peculiarities of formation of critical thinking as a result of social work. The necessity of critical thinking with a view to possibility of information rethinking is substantiated. The author presents the results of a study of the attitude of 317 young people aged 16 to 25 to the Internet. The study also identified the most characteristic human qualities that contribute to the possibility of manipulating it: suggestibility, complexes, self-confidence, the desire to be consistent. The importance of further research was expressed.
Author’s program of the discipline “Methodology of scientific researches”

Author’s program of the discipline “Methodology of scientific researches”
A Survey on Abandoned Objects Detection from CCTV Surveillance

Computer Vision is an important and challenging area of ​​research in image processing applied to analytical video. Image data comes from CCTV surveillance which is spread in public places owned by the government, private sector and the public. Supervision is carried out to monitor anomalies in the surrounding environment such as abandoned objects, crowds, theft and others. An abandoned object is one of the anomalies that is important to monitor because it can be categorized as a danger and can also prevent theft of the object left behind, therefore automatic monitoring is needed to prevent adverse events from occurring. In the last decade, a number of publications have been presented in the field of intelligent visual surveillance to detect abandoned objects (AOD). In this paper, we present a state-of-the-art showing the overall progress of the detection of objects that were abandoned or removed from surveillance video in recent years. We include a brief introduction to the detection of abandoned objects with their problems and challenges. The aim of this paper is to provide a review of the literature in the field of recognition of abandoned objects of visual surveillance systems with a general framework for researchers in this field.
Book Review: Growing Your Library Career with Social Media

Social media remains a very important element in our daily lives, regardless of what level we may interact with it. Daniella Smith’s book provides an overview of how social media influences our professional lives and the long lasting effect it may have. The book provides general examinations of social media’s functionality and specific impacts it has on library career development. It covers a wide array of social media tools across various platforms. It also contains interviews highlighting practical examples of how our peers engage with social media to highlight or promote their library careers. The book contains 10 chapters and 10 appendixes. With the exception of the last chapter, each chapter has a challenge section, providing actionable items that we can use in developing our social media skills.
A Proposed Web-based System to Evaluate the Performance of Course Learning Outcomes Based on Educational Process: By Using Ordinal Scale Approach

This study aims to develop a web-based system that evaluates the teaching process based on the course learning outcomes. It includes the active involvement of both the course teacher and the enrolled students on the course. Usually, the teacher delivers the course contents by following the course specification and the course learning outcomes. Here, the teacher is a source of equipping students with all the necessary information about the course and the assessment policies. The students participate in the scheduled assessments, and the teacher evaluates students’ performances based on the course learning outcomes. Significantly, the presented study applies the ordinal scale method for evaluating the students’ performances in the conducted assessments. The students’ performances are measured, and the outcomes help the teacher understand the students' learned skills of the course. Further, the result of the measured outcomes uses for the program performance evaluation at the end of the academic cycle. The presented approach is easy to adapt for any academic course in higher education and enables an effective approach for performance evaluation.
Transformation of Higher Education in Russia: Current Trends in the Educational Process

This article analyzes the process of higher education transformation in Russia as a result of its accession to the Bologna process, as well as the changes caused by digitalization. Emphasis is placed on the magistracy, as this level of higher education involves in-depth training of future professionals for the needs of the digital economy. The aim of the study is to determine students’ information and communication competencies as an integral component of their competitiveness. The sociological research was carried out within the framework of the project ‘Birth of the Russian Magistracy’. The research reflects the results of the magistracy teachers’ and the master students’ survey conducted in Russian regions. It should be noted that students’ digital skills are well developed, and they are more oriented toward ‘traditional’ forms of education than distance education or on-line format. In this case, higher education is considered by students as a significant source of socialization. It should be noted that the Russian magistracy is characterized by a ‘transition’ period in solving the problems of the digital economy.&#x0D; Keywords: Higher education in Russia, Bologna process, digital competence, inclusion
Neighbor2Seq: Deep Learning on Massive Graphs by Transforming Neighbors to Sequences

Modern graph neural networks (GNNs) use a message passing scheme and have achieved great success in many fields. However, this recursive design inherently leads to excessive computation and memory requirements, making it not applicable to massive real-world graphs. In this work, we propose the Neighbor2Seq to transform the hierarchical neighborhood of each node into a sequence. This novel transformation enables the subsequent mini-batch training for general deep learning operations, such as convolution and attention, that are designed for grid-like data and are shown to be powerful in various domains. Therefore, our Neighbor2Seq naturally endows GNNs with the efficiency and advantages of deep learning operations on grid-like data by pre-computing the Neighbor2Seq transformations. We evaluate our method on a massive graph, with more than 111 million nodes and 1.6 billion edges, as well as several medium-scale graphs. Results show that our proposed method is scalable to massive graphs and achieves superior performance across massive and medium-scale graphs. Our code is available at https://github.com/divelab/Neighbor2Seq.
Spam Detection in Social Media using Machine Learning Algorithm

Now a days, peoples are increasing most amount of time in social media and because of the popularity of online social media and increasing social networks, online malicious individuals which are called spammers has started spamming on these platforms for potential victims. Spams invite persons to external phishing sites or malware downloads huge security issue online and undermined the user experience. The increasing number of accounts in social networking sites is a serious and major threat to the internet users. To detect and avoid fake identities, it is need to understand the dynamic contamination. In this paper, tried to analyse various types of spamming attacks spam detection techniques, campaigns in Online Social site networks and information about spam detection.
PERAN BAHASA IBU TERHADAP KECERDASAN BAHASA TARGET ANAK USIA 4 - 5 TAHUN DI PAUD DARUSSALAMAH BARUH SAMPANG

This study is entitled The Role of Mother Language on Target Language Intelligence of Children 4-5 Years Old in Darussalam PAUD Baruh Sampang. With the aim of the study is to find out the role of mother tongue on the target language intelligence of children in using language and responding to effective words of communication, both verbally and in writing. The method used is a type of descriptive qualitative approach. Data collection techniques were used observation techniques, direct communication interview techniques and documentation study techniques. The scope and limitations of this study are children who study in Early Childhood Education (PAUD) Darussalamah in the village of Baruh, Sampang Regency. Data sources which are the main subjects of this study are; First, students who study in Darussalam PAUD. Second, the teachers as correctors and children’s language motivators. Third, parents are the children’s languageenvironment. The results of this research are those children who use Indonesian as the target languages in communication are adopted from the mother tongue first and the target language later. This is where the role of mother tongue as a corrector to correct children’s language errors in using the target language,especially the teachers and parents can help the language errors of children to improve their language correctly. In this study the authors assume that mother tongue can also contribute to children’s target language intelligence.
RANCANG BANGUN APLIKASI PENJUALAN DAN JASA SERVICE PADA SHOWROOM EXPO YAMAHA MOTOR DI KOTA PERDAGANGAN KABUPATEN SIMALUNGUN

Motorbikes are motorized vehicles that have two wheels. in a straight line lined up so that when the conditions go at high speed it remains stable because of the gyroscopic force. Moving at high speeds continues to run stable and at low speeds stability always depends on the settings. In Indonesia motorbike users are very popular because they are cheap, easy to reach, save fuel and the maintenance costs are not large. One of the most famous motorbikes in Indonesia is Yamaha with its founder from Japan named Yama Tarakusu. Yamaha motorbike is a service for consumers in providing motorized vehicle maintenance because it is designed by reliable experts. Yamaha Motor Trade Expo Showroom Simalungun Regency dealers selling motorcycles, spare parts while providing service services for consumer motorcycle vehicles have not been maximized and have not been satisfactory because they are still done manually on sales, especially in selling spare parts because there is no fast and accurate information regarding stock or inventory. In terms of service services, there is also no application system running at the Yamaha Motor Trade Expo Showroom in Simalungun Regency. The design of sales and service applications aims to facilitate and accelerate the sales data processing and motorcycle service, so that the administration of sales and information is faster and more accurate. Departing from this, the author designed the application of sales and service services at the Yamaha Motor Trade Expo Showroom in Simalungun Regency in the hope that sales applications and service services can provide fast, precise and accurate information.Keywords : Sales, Motorcycle Services, Microsoft Visual Studio 2010, MySQL