Reviewerly/exHarmony huggingface dataset:
RELATIONSHIP OF SUBJECT PREPARATION AND MOTIVATION OF STUDENTS IN THE PROCESS OF PROFESSIONAL SELF-ORIENTATION

The article is dedicated to the psychological assessment of students' professional self-orientation, the purpose of which is to study the correlation between their own knowledge, desires and professional relevance. The article summarizes the results of 395 the study showing that the surveyed respondents (70 people) are highly motivated, independent and their life decisions are specific. However, their concepts of choosing a profession are weak due to their knowledge, faithful desires and preferences. It was obvious that many of the students who were on the threshold of choosing a profession had no idea about the professions. The data obtained allow us to conclude that students do not get efficient awareness of professions at the relevant stages of training, this, in its turn makes the choice and professional self-orientation difficult.
Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems

Proper initialization is crucial to the optimization and the generalization of neural networks. However, most existing neural recommendation systems initialize the user and item embeddings randomly. In this work, we propose a new initialization scheme for user and item embeddings called Laplacian Eigenmaps with Popularity-based Regularization for Isolated Data (LEPORID). LEPORID endows the embeddings with information regarding multi-scale neighborhood structures on the data manifold and performs adaptive regularization to compensate for high embedding variance on the tail of the data distribution. Exploiting matrix sparsity, LEPORID embeddings can be computed efficiently. We evaluate LEPORID in a wide range of neural recommendation models. In contrast to the recent surprising finding that the simple K-nearest-neighbor (KNN) method often outperforms neural recommendation systems, we show that existing neural systems initialized with LEPORID often perform on par or better than KNN. To maximize the effects of the initialization, we propose the Dual-Loss Residual Recommendation (DLR^2) network, which, when initialized with LEPORID, substantially outperforms both traditional and state-of-the-art neural recommender systems.
Creating a map

Creating a map Team Fortress 2 currently has 112 official (community + Valve-made) maps but this is not nearly enough! Some maps are played more than others, and you don't see the fun in them anymore. Sadly, since 2017, only Halloween maps are added in the game as part of Scream Fortress updates (and who knows for how long Scream Fortress will be an official thing).
Institutional Projects, a Space for Information and Communication Technologies in Today's Society

The Information and Communication Technologies in the Educational Projects of Centres.  The use and treatment of Information and Communication Technologies (T.I.C.) must be integrated in the institutional projects of the education centres, since the growing technological improvements are shaping a new culture that schools must not fail to consider.  The integration in depth of the T.I.C. in the curriculum will oblige to reconsider a series of educative approaches and significative changes in methodological strategies, organizational aspects, specially in those related to the teaching resources, etc., being also of utility for the adaptations of the curriculum, the attention to diversity of students and the curriculum innovation.  The inclusion of the T.I.C. in the centre projects must not only improve the teaching and learning processes, but also allow the autonomous learning and the promotion of attitudes that will make possible the access to sociocultural benefits and services of the own technological advances.
Research on White-Line-tracking Walking Technique of NAO Robot

Liner-tracking walking technique is an essential part of intelligent robot technology.This paper selected NAO robot as the research platform to study the line-tracking walking 1 problem.Firstly, NAO white shell increased the difficulty of white line recognition, this is different from other robot.A method based on image preconditioning 2 is presented, sorting white edge with cut-point which is non-differential or derivative is zero, then designed the controller based on the improved digital incremental PID(proportion integration differentiation)algorithm and determined the controller parameters through the concise test method on Simulation.Finally, it was realized by programming in Python language.
PENINGKATKAN KEMAMPUAN MENULIS NOTASI BALOK MELALUI METODE SOLFEGIO PADA KELAS VIII-A DI SMP NEGERI 3 KEDIRI

Abstract : The goal of the research is to develop the quality students’ learning result in writing partitur / musical scale through solfegio method the students of VIII A at SMPN 3 Kediri. The kind of research is class action research which is done in two cycles. Collecting data is done by using observation technique, interviewing test, and documentation. The result of this assement in cycle is 70,5% students have got the minimum standard of assessment, while in cycle 2 there are 97,1% students have achieved the minimum standard of assessment. So, it can be concluded that. The learning result of students in writing musical scale is developed shrough solfeggio method. Key words : The enhancement, The ability of writing, solfegio music.
Methodological aspects of the technology of developing electronic textbooks

The widespread introduction of information technologies makes significant changes in various spheres of human activity. The education sector is no exception. In this regard, in this article, the author considers the actual problem of developing electronic textbooks and is one of the most relevant and promising areas of informatization of the educational process. The analysis of the works of scientists A.A. Andreev, A.I. Bashmakov, T.I. Koval, V.M. Kukharenko, E.S. Polat, P.I. Serdyukov, S.S. Sysoeva, A.Yu. Uvarova was conducted. These works contain requirements for the development of electronic textbooks. Based on the results of the analysis, the author described the stages of developing electronic textbooks, the principles that they should correspond to, and also provided a list of modules that should make up an electronic textbook. From the existing variety of software packages, the author distinguishes CourseLab, Smart Builder, MOS Solo, Google Sites, iSpring Suite, TurboSite, Adobe Animate, HTML5. The development of electronic textbooks based on the technology presented by the author of the article and their subsequent application in the educational process will help to organize the educational and cognitive activities of students at a more effective level. Purpose is the description of the technology for the development of electronic textbooks, taking into account existing requirements. The article uses methods of analysis, synthesis and deduction. The analysis of requirements and principles of development of electronic textbooks is carried out on the basis of the descriptive-analytical method. The practical result of the proposed technology is the developed electronic textbook "Development of mobile applications". The results of the study, in addition to their theoretical significance, also have practical significance, which consists in the positive dynamics in resolving the contradiction between the continuously increasing flow of information and the limited opportunities of students to assimilate it. The conscious use of electronic textbooks in the educational process is one of the fundamental ways to improve the quality of education by changing the methods of teaching used in the direction of individualization and focus on the student.
Introducing Android Services

Thanks to its Linux operating system heritage, Android is blessed with many platform features that bring the power of Linux to an entirely new user base. Part of this rich heritage includes a particular group of applications that run in the background, without a user interface, which offer their capabilities to all other programs running on Android. These are known in Android as services, similar to the daemon concept in Linux and the services concept in Microsoft Windows.
Accurate fraud detection in credit card transactions using hybrid heuristic and meta-heuristic algorithms

Credit card based online transactions, payment methods developed rapidly, Credit card fraud also additionally expanded simultaneously. The particular crime in banking system is credit card fraud. The main objective of proposed AFD-HHM technique is, to detect the fraudulent transaction with high accurate rate and solve the user side problems. Some most dangerous credit card crimes are credit card application fraud, phishing scams, credit card skimming, online sales fraud, Credit Card Imprints, which leads to following user problems such as class imbalance problem, verification latency and concept drift. This paper focus to detect the fraud transactions with higher efficeiency rate solves the user side problems, high computational complexity problems. Initially, we propose Improved Egyptian Vulture Optimization (IEVO) algorithm (meta-heuristic) to grouping all cardholders into different groups based on the transaction behaviours. Second, we can aggregate each group transactions and compute the optimal attributes for each cardholder by using of trust rule strategy. Third, we propose Differential Evolution based Neural Network (DENN) classifier for differentiate transaction as normal or fraud. The result of proposed approach gives better accuracy with higher rate which is comparing with existing methods.
Uji Korelasi Kendala Mahasiswa dan Efektifitas Studi Daring Mahasiswa Teknologi Informasi Universitas Proklamasi 45 Yogyakarta

The era of the Covid-19 pandemic has a great influence on all aspects of life around the world, of which the world of higher education is one of them, for this reason this research was conducted to see the relationship between constraints and effectiveness in adapting the online learning system. The data was obtained from an online questionnaire using a Google Form which was filled out by students of the Information Technology Study Program, Proklamasi University 45. The filled questionnaire contained the obstacles they experienced and how effective this online learning was that they felt after the end of the first online learning semester, the data The results obtained will then be tested for correlation using KNIME software. keyword : Correlation Analysis, Kendall Tau, Uji Korelasi, Belajar Daring, KNIME
Multi-Camera Logical Topology Inference via Conditional Probability Graph Convolution Network

In order to improve the efficiency of pedestrian retrieval and re-identification with numerous surveillance cameras, a novel multi-camera dynamic logical topology inference method is proposed, which includes:(1) A conditional probability graph convolution network(CPG) is designed, which samples and aggregates information of multi-order neighbor nodes according to the conditional probability. The CPG is employed to aggregate the influence of all nodes relative to the target node and calculate the global correlation between each node.(2) A dynamic spatio-temporal information aggregation model(STIA) in a multi-camera system is proposed. The dynamic logical topology of the multi-camera system is inferred based on the pedestrian’s walking direction and the spatio-temporal factors.(3) A novel correlation indicator in multi-camera system is proposed. This indicator detects and quantifies temporal and causal relationships within and across camera views by a designed time-delayed Jensen-Shannon divergence(TDJS). It can be used to measure the causal correlation between two camera nodes over a long time delay. Some ablation studies and simulation experiments are performed on a dataset collected from real scenes show that our method can efficiently infer the logical topology of multiple cameras.
Facial Emotion Recognition through Fuzzy Systems

This paper provides a logical framework for understanding. The program consists of a photo processing section followed by an emotional awareness section. In the image processing phase, the face and face of the subject eyes and mouth are removed. Next, appropriate points for use should be underlined in each facial expression. In the visual field, sensory points are used for fuzzify and determine the magnitude of the various facial actions. This power is used to make the concept of the topic stand out. Japanese Women's Face Database used to evaluate program performance which resulted in a full recovery of 78.8%.
Exploring Ways to Improve the Competency-based 2015 Revised Social Studies Curriculum

본 연구에서는 2015 개정 사회과 교육과정에서 역량과 기능을 중심으로 교육과정을 분석하고 개선할점을 제안하고자 한다. 첫째, 역량에 대한 합의된 개념에 기반하여 과목 간 위계를 맞춰 교과 역량을 조절할 필요가 있다. 또한 교육과정에서 적용하는 사회과 교과 역량을 보완할 필요가 있다. 이 과정에서 사회과의 목표를 균형 있게 구현할 수 있게 교과 역량을 적절히 선정해야 할 것이다. 본 연구에서는 사회과 교과 역량으로 비판적 사고력, 의사결정력, 문제해결력, 소통 및 협업능력, 정보활용능력(또는 탐구력)을 제안하고자 한다. 둘째, 문서 체계 상에서 역량을 명시적으로 제시하고 사회과 목표와 역량과 기능, 성취기준 간의 관계와 구체적 사례를 제시하여 교과에서 함양하려는 역량을 학교 수업에서 실현할 수 있도록 관계 구조를 제시할 필요가 있다. 셋째, 문서의 내용 체계상 영역의 구성이나 기능 선정에서 사회과 내 3개 영역 간이나 다양한 과목 간 형평을 맞춰나가야 할 것이다.The purpose of this study was to examine the document system of curriculum, focusing on competencies and skills in the 2015 revised Social Studies curriculum and explore ways to improve it for the next Social Studies curriculum. First, it is necessary to adjust subject competencies according to the hierarchy between subjects based on the agreed concept of competencies. In addition, it is necessary to supplement the Social Studies subject competencies applied in the curriculum. In this process, it is necessary to select the subject competencies appropriately so that the goals of Social Studies can be realized. This study suggests critical thinking ability, decision-making ability, problem solving ability, communication and collaboration ability, and information utilization ability (or inquiry ability) as Social Studies subject competencies. Second, it is necessary to present a relationship structure in order to realize the competencies to be cultivated in the subject by presenting the relationship explicitly and concrete examples between competencies and skills and achievement standards. Third, in selecting the composition of the domain in the content system or function of the document, it is necessary to balance the three areas within the Social Studies department or between various subjects.
Review of Classical Field Theory: Lagrangians, Lorentz Group and its Representations, Noether Theorem

Quantum Field Theory provides a theoretical framework for understanding fields and the particles associated with them, and is the basis of particle physics and condensed matter research. This graduate level textbook provides a comprehensive introduction to quantum field theory, giving equal emphasis to operator and path integral formalisms. It covers modern research such as helicity spinors, BCFW construction and generalized unitarity cuts; as well as treating advanced topics including BRST quantization, loop equations, and finite temperature field theory. Various quantum fields are described, including scalar and fermionic fields, Abelian vector fields and Quantum ElectroDynamics (QED), and finally non-Abelian vector fields and Quantum ChromoDynamics (QCD). Applications to scattering cross sections in QED and QCD are also described. Each chapter ends with exercises and an important concepts section, allowing students to identify the key aspects of the chapter and test their understanding.
Analisis Dan Perancangan Sistem Informasi Akuntansi Kas Rumah Sakit Menggunakan Metode SDLC Dan Framework BABOK Versi 3.0

This study aims to design a new cash accounting infornnation system at the hospitaI by analyzing the existing accounting system. The framework used as a  reference for researchers is the framework BABOK version 3.0 and uses the SDLC method to make it easier to design the cash accounting information system. Analysis of the hospital cash accounting information system is carried out by identifying cash problems that occur, identifying decision points, identifying key personnel related to cash either directly or indirectly. In designing a cash accounting information system at hospital in Cikalongwetan, the authors designed the right procedures so that the hospital could maximize cash control, both for cash receipts and cash disbursements. Therefore, the authors make recommendations for designing a cash accounting information system in RSUD Cikalongwetan according to user needs, so that it can simplify the works.
Illicit Trafficking in Narcotic Drugs and Their Analogues Using Computer Technology: a Criminal Law Study

Modern negative trends in drug-related crime on the Internet, the peculiarities of its existence and reproduction in the global network dictate the need for a further deeper research of the criminological and legal characteristics of the crimes under consideration and the grounds for criminalizing the drug distribution method. The public danger of drug-related crime on the Internet is expressed in the fact that at present the computerization of the population is gaining momentum, computer technology has become a necessity, and the Internet has become public, where a large amount of information about narcotic drugs, the possibilities of their manufacture, acquisition, the sale is concentrated; their unusual properties are described, etc. The authors studied in detail the level, structure and dynamics of drug trafficking, as well as its criminal law regulation and proposed a mechanism for preventive measures. The authors also conducted a study and, based on the responses of 108 respondents, identified the most effective preventive measures.
A novel, computer-aided, scanning platform agnostic solution for grading carcinomas in breast biopsy whole slide images.

e12575 Background: The determination of breast cancer grade remains a problematic diagnostic issue in biopsies due to limited tissue sampling and the inherent inter-observer variability associated with the Nottingham (histologic) score. Significantly, biopsy grading corresponds only moderately with that based on excision specimens, with discordance rates of 21-30.0%, which is a concern for cases managed neoadjuvantly or with minimally ablative therapy. Although the advent of digital pathology has encouraged endeavors to automate breast cancer detection and grading, no method has yet received regulatory approval for clinical use or proven to be a platform agnostic solution. Methods: This study was the blinded clinical validation a novel, FDA breakthrough designation approved automated device-based predictive solution which uses a surrogate scale to determine breast carcinoma grade in core biopsies using H&amp;E slide whole slide images (WSIs) only. Non-preselected malignant breast core biopsy clinical cases (n=173 WSIs; 107 cases) covering a broad spectrum of breast cancer morphological subtypes were scanned at x20 magnification on both on Aperio high-throughput T2/T3 systems (.SVS files) and Roche-Ventana DP200 scanners (.BIF files). The diagnostic gold standard reference was the reports of tertiary referral center breast subspecialty consultant histopathologists. Diagnostic outputs were also compared to case-matched resection specimen grades. Comparison of diagnostic outcomes with pathologists as gold standard was done using inter observer agreement (cohen kappa) with 95% CI and statistically significant chi-squared test p-value for two different scanner platforms. Results: Although biopsy-based diagnostic concordance with pathologists was very good, the device actually delivered a much better concordance between case-matched biopsy and resection specimen (accuracy: 95%, cohen kappa: 0.91) relative to pathologists’ assessments (accuracy: 80%). Conclusions: This indicates that the use of a single continuous surrogate grading scale is much less affected by limited tissue sampling than conventional ordinal morphological scales. This level of performance was independent of file format analyzed, demonstrating the device’s platform agnosia.
Towards Establishing Path Planning Strategies For Autonomous UAVs; A Brief SurveySummary on Recent Techniques

The extent of autonomy in path planning for a UAV primarily depends upon the capabilities of its algorithm.The diversity in UAV applications and an abundance of choices in autonomous path planning algorithms are swelling every day, so the selection of most appropriate algorithm gets baffling.The past two decades of research on UAVs revealed that seventy percent of it had been published in the previous three and a half years.Hence, a comprehensive survey study was proposed and conducted to obtain an overview of the recent developments in autonomous path planning applications and their respective algorithms.This article presents a summary of the survey and suggests most suitable path planning algorithms for a UAV application.
TEACHING THE ELEMENTS OF A FOREIGN LANGUAGE IN THE PROCESS OF STUDYING THE CONSTRUCTION OF A CAR

This article presents the cluster method in teaching foreign languages to students, in particular, in the process of teaching professional subjects.
Best FPS Monitor

One of the effective tools that will help you get the best results in FPS (First Person Shooter) games is a monitor that is designed for it.  ...
Secondary Employment Of University Students During Study

The article is based on data obtained from a 2018 survey conducted by the sociology laboratory of Yaroslav the Wise Novgorod State University.The article contains a comparative analysis of empirical data on spreading of students' employment during the study period.In modern social science, the issue of extracurricular employment of university students continues to be topical.This is due to many reasons, among which are: a) the increase, due to the growth of mass higher education, in the number of students combining study and work; b) the change of students' motives for entering labor markets in the current economic situation; c) the growth of objective structural changes in the labor markets and in higher education institutions, and much more.Therefore, universities, being the "producers" of highly qualified personnel, analyze the processes associated with working students; identify the factors affecting the work and study combination.The article also provides the data characterizing such an acute problem for universities as the effect of secondary employment of students on performance indicators (academic success).Gender and age differences affecting the scale of student employment are considered separately.And since this process, depending on the specifics of vocational education systems and labor markets, can be manifested in certain groups of countries differently, an analysis of its features as a whole will lead to a better understanding of the phenomenon of a working student.