Reviewerly/exHarmony huggingface dataset:
Research on Digital Preprocessing of Minority Costume Images

The development of minority traditional culture plays a very important role in the historical process of the development of our Chinese national culture. However, with the passage of time and the acceleration of the process of social modernization, our traditional minority culture is gradually disappearing. This makes more and more scholars begin to attach importance to the protection of traditional minority culture. As an important part of Minority minority culture, the focus of this paper is to protect and inherit the Minority minority costumes images through the use of digital image processing technology.By analyzing the current research status of the digitalization of minority costumes and the related technologies of the digitalization processing of minority costume images, this paper proposes that the digitalization pre-processing of minority costume images should be carried out before the construction of the minority costume resource database, which improves the construction process of the minority costume resource database. Through the research on the related technologies of the digital processing of minority costumes images, combined with the minority costumes resource database constructed in this paper to achieve the classification and recognition of minority costumes and target detection tasks. This paper mainly studies the image segmentation, scaling, edge detection and other technologies, and improves the relevant image processing technologies, completes the preprocessing of minority costumes images, and constructs a minority costumes resource library that can be used for the classification and recognition of minority costumes.
INTERNALISASI KARAKTER ULUL ALBAB DALAM PEMBELAJARAN AKUNTANSI BERBASIS PROJECT BASED LEARNING

This study was designed to find out the meaning of financial accounting learning that integrates the character of ulul albab with project-based learning. The learning model is carried out through the implementation of projects that allow students to practice accounting for SMEs. This research fills the void of discussion about learning models that integrate science and Islam in the field of accounting. The study was conducted in Financial Accounting class for S1 accounting class of 2017 students at UIN Malang. This study used a quasi-experimental study to examine differences in accounting scores in the project class and the control class—different test using paired sample t-test. The results showed that there were differences in accounting values in the experimental class before and after project. Score differences also occur between the experimental class and the control class. Internalization of ulul albab's character is obtained through students' responses to problems that occur during the project. The limitation of the study is the construct of the ulul albab character which has not been measured so that it cannot be done to test different internalization of the ulul albab character in the experimental class and the control class.Keywords: Accounting Class, Islamic and Scientific integration, Project Based Learning, Ulul Albab’s Character
Diagnostics of levels of formation of family values among high school students

The article is devoted to the problem of studying the levels of formation of family values among high school students.The author determines the criteria and indicators of the formation of family values among high school students: the cognitive criteria (knowledge about the family as a social institution and a small social group; about the essence of family values (love, parenthood), values of social and psychological harmony (care, respect, communication), values organizational and material functioning of the family (hard work, care); about the basics of reproductive health); the emotional-valuable criteria (positive emotional perception of the family as a center of stability and support for an individual or group; conscious motivation to acquire family values (love, parenthood), values of the organizational and material functioning of the family (hard-working, care); developed empathy); the practical-activity criteria (communicative skills, in particular with representatives of the opposite gender; housekeeping; family budget planning; acquisition of skills and abilities aimed at strengthening reproductive health). The levels (high, average, low) of formation of family values among high school students are characterized.The results of the study have showed that 35.0 % of high school students have a low level of formation of family values; 35.0 % of high school students demonstrate an average level of formation of family values; 30.0 % of high school students have a high level of formation of family values.The following research methods were used at various stages of scientific research: theoretical methods - analysis, comparison, classification, synthesis, generalization in order to determine the criteria, indicators and levels of formation of family values among high school students; empirical methods - diagnostic methods (interview, questionnaire, testing, the method of incomplete sentences), observational (mediated observation) in to determine the levels of formation of family values among high school students.The practical significance of the article is that its materials can be used to diagnose the levels of formation of family values among high school students, training of future teachers.This provides a good starting point for discussion and further research aimed at developing methods for formation of family values among high school students.
Pengaruh Motivasi Belajar Dan Gaya Hidup Hedonisme Terhadap Prestasi Belajar Mahasiswa Universitas Ibnu Sina Batam

The purpose of this study is to find out the influence of learning motivation and hedonism lifestyle on student learning achievement. The population of this study is a student of Ibn Sina Batam. The population in the study was 554 students. The sample was calculated using the slovin formula, so the sample used in the study was as many as 92 respondents. The results of this study are motivation has a significant effect on student learning achievement, hedonism lifestyle has a significant effect on student learning achievement, and simultaneously learning motivation and hedonism lifestyle have a significant effect on student learning achievement. The R square score of 53.1% means that learning motivation and hedonism lifestyle can affect student learning achievement by 53.1% while the remaining 46.9% is influenced by other factors.
The image of the future profession among psychology students at the initial stage of professional training

The article deals with issues of studying and shaping the image of a future profession as conceived by psychology students at first stages of their professional training in higher education institutions. The topicality of the research lies in the necessity to design a model for building the future profession’s image in this group of students. Such a model should advance knowledge of the occupation being obtained and of the future professional activities. The research objective was the theoretical and empirical substantiation of the model for shaping the image of a future profession among psychology students at the initial stage of vocational training at a university. The study suggests that the structure of image of the future profession consists of three parts: motivational, cognitive, and emotional. These components are interconnected, building an integrated whole, which was confirmed by correlation and factor analyses. Five types of the image of future profession were identified in psychology students. At the stage of the ascertaining experiment of the study, the following distribution of the sample according to the types of image of the future profession was revealed: “Non-professional” and “Professional marginal”— 33%, “Professionally Knowledgeable”— 48%, “Pre-professional” and “Professional”— 19%. The study proved that the formation of the image of the future profession among psychology students at the initial stage of professional training can be facilitated by the introduction of a comprehensive program. The results of the study will be useful to universities in shaping the image of the future profession of first-year students.
Algebra of fuzzy numbers with unimodal membership function

Fuzzy numbers with a unimodal membership function are presented, which have found application in the fuzzy analysis of such subject fields as ecology, chemical technology. In this article, a set of fuzzy numbers with an unimodal membership function of a special type is considered. Two binary operations (addition and multiplication) are given over this set, formulas for calculation are obtained and some properties of this algebra are investigated. It is proved that addition and multiplication are commutative and associative. Moreover, multiplication is distributive over addition. It is shown that there are no neutral and inverse elements over both operations. Note that if we add neutral elements under addition and multiplication to the given algebra, we will obtain a commutative semiring. The conditions under which quasineutral or quasiinverse elements exist are also given.
Issues of practice-oriented training in the system of secondary vocational education for the enterprises of the military-industrial complex of the region

The article is devoted to the actual problem of personnel training in the system of secondary vocational education for enterprises of the military-industrial complex of the region. The article defines the characteristics of students of secondary vocational education and training, discusses the main problems in the employment of graduates, what knowledge and skills a specialist should have, and suggests a training model taking into account a practice-oriented approach.
Digitalization and inclusion in the system of modern educational policy

The article examines the phenomena of digitalization and inclusive education in Russian society as the latest trends in the development of the country's modern educational policy. The main ways of digitalization of educational activities are shown from the point of view of creating an inclusive educational space, the directions of digitalization of specific educational activities are highlighted in order to have an optimal impact on inclusive pedagogy.
Preliminary Analysis of The Determinants of SMEs Performance

&#x0D; Preliminary analysis is the inspection, scrutiny and analysis conducted on data before main analysis, to detect, manage and correct/treat errors. Preliminary analysis helps in data screening, cleaning, initial examination and correcting/treating incorrect entries, identify outliers, missing values and to identify other unusual entries in dataset. Although, preliminary analysis is vital in academic research, majority of researchers partially report, or entirely do not perform and report this stage in their studies. Evading this critical stage of research could lead to poor quality and incorrectness of the research results and misinterpretation due to under or over inflation of statistical results. Unexpectedly, the review of the extant literature discovered that there is scarcity of studies that have been conducted and reported on preliminary analysis. This has limited scholars, educators and other stakeholders in understanding the importance of conducting and reporting preliminary analysis in enhancing reliability and accuracy of research results, findings, interpretation and implications. Consequently, this research filled in these gaps by developing a framework and providing empirical evidence on these issues. This would be of great benefits to the academic world. Thus, the results indicated that the data had met all the criteria and assumptions for multivariate analysis after statistical analysis and treatment. Thus, it is recommended that studies in entrepreneurship, social sciences, management and other related disciplines should apply and follow this procedure to help in meeting the criteria for multivariate data analysis.&#x0D;
Pelatihan Kreasi Pembelajaran Tari Bagi Guru Seni Budaya di Bandar Lampung

The Covid 19 pandemic period presented challenges to all areas of life, including the education sector. The learning process in Indonesia had to be incidentally diverted towards online learning. Constraints and challenges are faced especially for practical learning characteristics, such as arts and culture subjects with main topics such as dance. To get around this, it is necessary to motivate the creativity of arts and culture teachers through training in the creation of art learning, especially dance learning. This activity instills knowledge and skills for teachers to be creative in developing dance learning in arts and culture subjects. This is present as a joint solution in seeking to keep the arts and culture learning process running and the final competence of students can be achieved as expected. The training method is carried out using lecture techniques, discussions and online practice. Through this training, 60% of the participants are confident in designing Blended Learning art and culture learning with more interesting learning media. This activity can help these teachers to design creative and informative learning media with an average achievement of 84.85 which is classified as "very good". This is a positive indication of the teacher's ability to develop creations in learning arts and culture subjects in schools online.
Pengenalan Manajemen Referensi (Mendeley) Guna Meningkatkan Wawasan Mahasiswa Pra Skripsi Fakultas Ekonomi Universitas Muhammadiyah Buton

Each university has a goal to improve the quality of human resources and has a good reputation in the surrounding environment. To achieve this, universities need to make a breakthrough. One of them is improving the quality of scientific work by students. For this reason, this activity aims to provide knowledge, understanding, and insight to students of the Faculty of Economics, University of Muhammadiyah Buton about reference management using Mendeley software. This application has a function as a citation tool and bibliography generator. Using this application will make it easier for students when compiling a final project (thesis) by paying attention to the ethics of writing scientific papers so that they can improve the quality of writing Thesis or Scientific Work. The method used in the implementation of this activity is the method of lecture, discussion and practice. The result of this activity is an increase in understanding of Mendeley reference management and an increase in the skills of pre-thesis students in operating the Mendeley application. The success is shown by the activities that run smoothly, the enthusiasm of the participants is quite high, the students have been able to write references and make a bibliography.
बैकल्पिक शिक्षा प्रणालीको प्रयोगमा निरन्तर बिद्ध्यार्थी मुल्यांकनको अभ्यास र समस्याहरु {Practices and issues of continuous student assessment in alternative education systems}

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Analysis of Inventory Management At The Regional Office of The National Land Agency of North Sulawesi Province

Inventory is a current asset that is used to support operational activities.. Inventory must be managed properly and carefully so that there are no mistakes that will create losses. To create good inventory management, accounting policies implemented by government agencies must be based on a strong guideline or standard. For inventory management, it is regulated in Statement of Government Accounting Standards Number 5 which includes the process of recognizing, measuring, recording, and disclosing inventory .The researcher took the object of research at the Regional Office of the North Sulawesi BPN because according to the initial survey, it was found that there were problems in recording inventory. This study aims to determine the inventory management in the Regional Office and what causes errors in inventory recording. The method used in this research is a qualitative method with a case study approach. The results showed that the inventory management at the North Sulawesi BPN Regional Office was carried out properly in accordance with Statement of Government Accounting Standards Number 5, problems that occur are caused by inventory items that have been recorded when taking goods from the warehouse and then at the time of hospitalization, the goods have not been used. However, the North Sulawesi BPN Regional Office still records the ending inventory balance according to the amount of usage.
FedControl: When Control Theory Meets Federated Learning

To date, the most popular federated learning algorithms use coordinate-wise averaging of the model parameters. We depart from this approach by differentiating client contributions according to the performance of local learning and its evolution. The technique is inspired from control theory and its classification performance is evaluated extensively in IID framework and compared with FedAvg.
Student Reading Motivation: Attitudes, Engagement and Strategies

Aims: To investigate the best fit model of student reading motivation.&#x0D; Study Design: Descriptive-causal. &#x0D; Place and Duration of Study: Department of Education (DepEd) Divisions of Cotabato, Koronadal, Kidapawan, Sultan Kudarat, and General Santos City during the school year 2022-2023.&#x0D; Methodology: Data were gathered through survey questionnaires. The 400 grade 10 respondents were chosen through stratified random sampling. A structural equation model wa used in accessing the sequence of inter-dependencies between independent and dependent variables.&#x0D; Results: The overall results showed a high level of student learning strategies, engagement, and reading motivation. It was also revealed that the variable of the attitude of students towards school showed a moderate level of reluctance and a low level of loneliness at school and belongingness of the participants. There is a significant relationship between the three variables: learning strategies, engagement, and attitude toward school in reading motivation. All variables have a significant correlation. Of the five models developed, model 5 had indices that were consistent and indicated the best fit to the data.&#x0D; Conclusion: The study proves the Achievement Goal Theory. Students’ motivation helps them develop a desire to learn and succeed. It goes that motivation is essential in reading. Likewise, high-level ability in learning strategy, engagement, attitude towards school, and reading motivation contribute to the motivation of students in reading.
Traditional Readability Formulas Compared for English

Traditional English readability formulas, or equations, were largely developed in the 20th century. Nonetheless, many researchers still rely on them for various NLP applications. This phenomenon is presumably due to the convenience and straightforwardness of readability formulas. In this work, we contribute to the NLP community by 1. introducing New English Readability Formula (NERF), 2. recalibrating the coefficients of old readability formulas (Flesch-Kincaid Grade Level, Fog Index, SMOG Index, Coleman-Liau Index, and Automated Readability Index), 3. evaluating the readability formulas, for use in text simplification studies and medical texts, and 4. developing a Python-based program for the wide application to various NLP projects.
A Study on the Generality of Neural Network Structures for Monocular Depth Estimation

Monocular depth estimation has been widely studied, and significant improvements in performance have been recently reported. However, most previous works are evaluated on a few benchmark datasets, such as KITTI datasets, and none of the works provide an in-depth analysis of the generalization performance of monocular depth estimation. In this paper, we deeply investigate the various backbone networks (e.g.CNN and Transformer models) toward the generalization of monocular depth estimation. First, we evaluate state-of-the-art models on both in-distribution and out-of-distribution datasets, which have never been seen during network training. Then, we investigate the internal properties of the representations from the intermediate layers of CNN-/Transformer-based models using synthetic texture-shifted datasets. Through extensive experiments, we observe that the Transformers exhibit a strong shape-bias rather than CNNs, which have a strong texture-bias. We also discover that texture-biased models exhibit worse generalization performance for monocular depth estimation than shape-biased models. We demonstrate that similar aspects are observed in real-world driving datasets captured under diverse environments. Lastly, we conduct a dense ablation study with various backbone networks which are utilized in modern strategies. The experiments demonstrate that the intrinsic locality of the CNNs and the self-attention of the Transformers induce texture-bias and shape-bias, respectively.
Business Process Architecture for Sentiment Analysis on Speech Data

Call Centers are the principal point of product and service providers, where they influence the customers. The fluctuations in the emotional states of the call center personnel directly affect the customers. These fluctuations may cause positive/negative results for the company in places where customer interaction is intense. Today, the supervision and evaluation of the activities of the agent, who is in contact with the customers, is essential in measuring and increasing the quality of the service.The system of rewarded bonuses is a way to encourage the employee. However, in the last decades, we have also observed that the emotional state´s effects are essential in the employee's performance. At present, analyzing, determining, and understanding agents' emotional states and work performance is highly necessary. This project has been started to measure the customer representatives´ emotional state and activities. This project addresses the need to evaluate customer representatives that work at Call Centers. Within the context of this research, we predict the emotional state of the customer representative while dialing in with the customer. According to the prototype software of the proposed methodology, customer representatives´ emotional situations on the dials are convenient to transfer as data to the Performance Evaluating Systems. With this project, it will be possible to score customer representatives according to their emotional states in the calls evaluated in quality evaluation and performance measurements, as well as personal support inferences for the personnel.
Quantifying User Password Exposure to Third-Party CDNs

Web services commonly employ Content Distribution Networks (CDNs) for performance and security. As web traffic is becoming 100% HTTPS, more and more websites allow CDNs to terminate their HTTPS connections. This practice may expose a website's user sensitive information such as a user's login password to a third-party CDN. In this paper, we measure and quantify the extent of user password exposure to third-party CDNs. We find that among Alexa top 50K websites, at least 12,451 of them use CDNs and contain user login entrances. Among those websites, 33% of them expose users' passwords to the CDNs, and a popular CDN may observe passwords from more than 40% of its customers. This result suggests that if a CDN infrastructure has a vulnerability or an insider attack, many users' accounts will be at risk. If we assume the attacker is a passive eavesdropper, a website can avoid this vulnerability by encrypting users' passwords in HTTPS connections. Our measurement shows that less than 17% of the websites adopt this countermeasure.