Reviewerly/exHarmony huggingface dataset:
A knowledge management-based engineering design system for highway design projects

ABSTRACTConstruction engineering design is highly dependent on previous experience so experienced engineers normally produce the design. This practice allows the leakage of knowledge when experienced engineers leave and is costly in terms of the time required for design work. This study proposes a knowledge management–based engineering design system (KMEDS) that supports engineering design of highways and roads. A text mining technique using a vector space model (VSM) is used to retrieve documents. Nine historical design cases containing 1,683 engineering documents are collected as the knowledge base. A real-world express highway design project is used to test the feasibility of the proposed method. A questionnaire survey is then conducted to evaluate the proposed KMEDS. The approval rate is 88% in terms of system correctness and 86% in terms of time savings.
Prediksi Jumlah Kasus Covid-19 Di Indonesia Menggunakan Data Google Trends Dengan Metode Hybrid Artificial Neural Network Dan Multiple Regression

AbstrakCovid-19 (Corona Virus Disease 2019) dikategorikan sebagai sebuah pandemi. Statistik pertumbuhan kasus covid yang semakin pesat tentu perlu adanya penanganan khusus dari Pemerintah maupun seluruh lapisan masyarakat. Salah satunya dengan melakukan langkah mitigasi yaitu dengan memprediksi kasus Positif pada kasus ini. Data yang diambil untuk melakukan prediksi terhadap kasus ini bersumber dari Google Trends karena sangat tingginya popularitas kata kunci terhadap kasus Covid-19 ini di Internet, sehingga memudahkan dalam melakukan prediksi data. Metode yang digunakan dalam penelitian ini adalah Multiple Linear Regression (MLR), Artificial Neural Network (ANN), dan Hybrid Artificial Neural Network dan Multiple Linear Regression (MRL-ANN). Dalam penelitian ini diperoleh nilai MAPE, MAE, RMSE masing masing sebesar 12.92%, 887.68, dan 1178.68 untuk metode Hybrid Artificial Neural Network dengan Multiple Linear Regression, nilai tersebut lebih kecil dibanding metode Artificial Neural Network dengan tingkat error sebesar 13.51%, 910 dan 1202.11, pada Multiple Linear Regression tingkat error sebesar 18.07%, 1342.64, dan 1707.95. Hal ini menunjukkan metode Hybrid pada penelitian di kasus ini memberikan performansi yang lebih baik.Kata kunci: Covid-19, Prediksi, Hybrid, ANN, MLR, Google TrendsAbstractCovid-19 (Corona Virus Disease 2019) is categorized as a pandemic. The rapid growth statistics of covid cases certainly require special treatment from the government and all levels of society. Taking mitigation steps is needed by forecasting positive cases in this research. The data taken to make predictions on this case comes from Google Trends because of the very high popularity of keywords for the Covid-19 case on the Internet, making it easier to predict data. The method used in this research is Multiple Linear Regression (MLR), Artificial Neural Network (ANN), and Hybrid Artificial Neural Network with Multiple Linear Regression (MRL-ANN). In thisstudy, the values of MAPE, MAE, RMSE were obtained respectively12.92%, 887.68, and 1178.68 for the method of Hybrid Artificial Neural Network with Multiple LinearRegression, the value is smaller than the method of Artificial Neural Network with error rate of 13.51%,910 and 1202.11, at Multiple Linear Regression error rates of 18.07%, 1342.64, and 1707.95. This shows theHybrid method in the method in this research gives better performance.Keywords: Covid-19, Forecasting, Hybrid, ANN, MLR, Google Trends
Teacher Professional And Personal Development: Integrative Approach

The article actualizes the problem of understanding the professional and personal development of a teacher as a complex integrative process of changing professionally significant personal characteristics such as professional pedagogical competence; teacher's professional and pedagogical culture; a set of personal qualities that determine the nature of his pedagogical activity and interaction with participants in the educational process; pedagogical self-actualization and others.On the basis of a synergetic approach to understanding the pedagogical reality, a special task of the professional and pedagogical activity of a modern teacher, the article substantiated and defined the identification and solution of situations of uncertainty that arise in the process of implementing the educational process.The article substantiates and examines two levels of teacher's professional and personal development: functional and activity levels, which ensure design and implementation of the educational process in accordance with the requirements of the federal state educational standard (hereinafter FSES) and the creative problem level aimed at identifying and resolving situations of uncertainty, arising during the implementation of the educational process.
Data Mining Approaches for Outlier Detection Analysis

Outlier detection is studied and applied in many domains. Outliers arise due to different reasons such as fraudulent activities, structural defects, health problems, and mechanical issues. The dete ...
ORGANIZATION OF DISTANCE LEARNING AT UKRAINIAN UNIVERSITIES FROM THE POINT OF STUDENTS VIEW

The conference proceedings are focused on the study of innovations in science, taking into account global trends and regional aspects. General issues of the engineering, philological, pedagogical, legal, economic sciences, history of art, agriculture and so on are considered. The publication is designed for scientists, lecturers, postgraduate students, students, as well as for the general readers. International Scientific Conference Innovation in Science: Global Trends and Regional Aspect: Conference Proceedings, March 12-13, 2021. Riga, Latvia: «Baltija Publishing». 260 pages.
POLITICAL PREREQUISITES FOR EDUCATION REFORM IN THE RUSSIAN FEDERATION

The reform of education in Russia in the post-Soviet period has become an illustrative example of the influence of the prevailing socio-economic and socio-political trends on a specific area of society. The purpose of the article is to identify the political prerequisites under the influence of which the institutional and functional transformation of the educational system took place, accompanied by social and economic changes. The research methodology is a set of systematic, normative, structural, and historical methods of cognition. As a result of the study, the main prerequisites and manifestations of the process of reforming the education sector are established, and the direction and content of changes made in this area since the early 1990s are evaluated.
성인학습자의 문화적 문식성 신장 교육 방안 연구

This study was conducted with the aim of determining an educational plan to enhance the cultural literacy of adult learners. The current situation requires both qualitative growth and the quantitative expansion of lifelong education. Korean language education also needs to accommodate the diverse needs of adult learners for lifelong education by moving away from the existing basic literacy.This study analyzed classes conducted for adult learners and identified learners’ characteristics regarding cultural literacy. Adult learners value their experiences but lack knowledge, owing to the experience of discontinuing learning. We found a way to solve the issues of struggling adult learners by enhancing their cultural literacy through an educational plan that comprised a mutual teaching method and a main method of intertextuality.The cultural literacy education was divided intellectually, functionally, and culturally using an interactive teaching method and intertextuality, and teaching activities based on these concepts are presented as examples.
Application Peter Chew Rule in Calculator Design

Mathematics has always been a challenging topic for high school and university students around the world. Literature revealed that use of technological tool have had a major impact on advanced mathematics teaching and mathematics learning. Mathematical tools such as online calculator and math applications, photo math applications and calculators contain only the knowledge already stated in the book such as the sine and cosine rule. However, if we are given 2 sides and an include angle, it cannot be solve by cosine Rule and sine rule directly, it make some online calculator cannot solve the problem. Peter Chew Rule can solve problem mention directly.If we use online calculator Math portal, we can see that Math portal can solve problems that can be solved directly by sine rule or cosine rule. However, Math portal cannot solve the problem of using the cosine rule plus the sine rule as described above. If we ask Math portal to solve the problem of using cosine rule plus sine rule, Math portal will show error. The reason is the design of Math portal no have Peter chew rule.Therefore, a new product with Peter Chew Rule is needed today to help solve problem mention, which is one the main goal of the PCET calculator. PCET calculator can solve the problems mention cause PCET calculator design have Peter Chew rule.Another problem of some on online calculator like Symbolab and Math portal is they just provided acute angle for the ambiguous case of triangle solution. So, if we use on online calculator like Symbolab and Math portal for help calculate some problem by current method, we will get the wrong answer. But PCET calculator no have this problem cause PCET calculator design using Peter Chew rule.
Features Of The Formation Of Perception In The Depiction Of Psychological Portraiture

The features of the formation of perception are considered in the depiction of psychological portraiture.
Stepping it Up Program

A program to encourage and support the development of engaging walk product in Towong Shire.
An evaluation study of the degree of need for classification criteria for Jordanian universities from the point of view of administrative academics in Jordanian universities

The study aimed to find out the degree of availability of classification criteria for Jordanian universities from the point of view of administrative academics in them, and in order to achieve the objectives of the study, a questionnaire consisting of ( 42) paragraphs was constructed whose validity and reliability was verified, and it was distributed to the study sample consisting of ( 141) deans, their deputies and heads of departments in University of Jordan.As it retrieved (100) questionnaires.The results showed that the availability of classification criteria for universities in the University of Jordan as a whole was medium, as the highest was for the sixth field "Results and Achievements" with an arithmetic average of (3.88) and with a high degree of availability, and in the last rank the seventh field "Information and its analysis" with an arithmetic average of (3.12) and a moderate degree of availability.The results showed that there were no statistically significant differences in the overall score indicating the differences in the fields of the university classification criteria according to the job title variable, as well as in the fields of the university classification criteria.The study recommended issuing an introductory yearbook for the University of Jordan and its achievements and enabling leaders at the University of Jordan to undertake strategic planning.
An Optimal Approach to Local and Global Text Coherence Evaluation Combining Entity-based, Graph-based and Entropy-based Approaches

Text coherence evaluation becomes a vital and lovely task in Natural Language Processing subfields, such as text summarization, question answering, text generation and machine translation. Existing methods like entity-based and graph-based models are engaging with nouns and noun phrases change role in sequential sentences within short part of a text. They even have limitations in global coherence evaluation, especially in long and narrative documents. This paper presents a new and simplified method for evaluating local and global text coherence. The proposed method focuses on entity grid method and employs two graph-based and entropy-based approaches to overcome its challenges and shortcomings. Applying statistical approaches, the presented method studies how to incorporate other entity properties into short and long stories to assess both local and global coherence, simultaneously. Results indicate that the proposed method is superior to other algorithms in terms of performance, accuracy in long documents with a high number of sentences.
Investigation of iPad tasks and activities carried out by the teachers and students of the foundation program of the Men’s & Women’s Colleges in Fujairah, United Arab Emirates

The purpose of this study was to investigate the types of tasks and activities, and the frequencies the teachers and students in the Foundations Program of the Fujairah Men’s College and Fujairah Women’s College used the iPad for. This new technology was introduced to enable the Program’s teachers and students to support their teaching and learning of English as a foreign language. The data for the research were drawn from class observations, interviews and surveys. The data for this research were collected by means of two online surveys involving the Foundations Program’s teachers and students, six class observations and five interviews of the teachers who conducted the classes. For further acquisition of data, two surveys – one for the teachers and one for the students – were conducted. The findings of the study revealed that the use of the iPad promoted student engagement with the material taught and enhanced their focus on the activities and tasks involving the new technology. The present study contributes to better understanding of the issues involved in introducing a new technology into a learning environment and it goes some way to fill an existing gap in the literature on mobile language learning in general and iPad-based English language learning in particular.
REVIEW ON DETECTION OF SQLi and XSS ATTACKS

Now a days, people are mostly dependent on internet for many things such as online shopping, bank transactions, internet surfing and many more. Also, adoption of web in areas like communications and productivity via the Internet has outpaced user security awareness. Technologies like smart devices and high-speed mobile networks have allowed for an always-connected vector of malware, fraud, virus, spyware and other complications. The rapid digitalization of the world has increased the usage of online services due to which vast amount of information is shared over the internet. The web-based applications that accept critical information from users stock this information in databases. These applications and the databases are susceptible to all kinds of information security threats due to being accessible through the Internet. Regardless of intent or cause, the consequences of a web threat may vandalize both individuals and organizations. The threats include attacks such as Cross Site Scripting (XSS), Denial of Service Attack, SQL Injection attacks, Phishing attacks, Man in the Middle attack, Brute force attacks, water hole attacks and many more. Among these, SQLi and XSS are the two major web application attacks. This paper focuses on the survey of various approaches used to detect SQLi and Cross Site Scripting (XSS)attacks.
Fontana-Unipi @ HaSpeeDe2: Ensemble of Transformers for the Hate Speech Task at Evalita

We report on the collection of social media messages -from Twitter in particularin the Italian language that is continuously going on since 2012 at the University of Turin.A number of smaller datasets have been extracted from the main collection and enriched with different kinds of annotations for linguistic purposes.Moreover, a few extra datasets have been collected independently and are now in the process of being merged with the main collection.We aim at making the resource available to the community to the best of our possibility, in accordance with the Terms of Service provided by the platforms where data have been gathered from.
SENAI CIMATEC Contributions for the Strengthening of Brazilian Companies Using Lean Manufacturing in the Combat Against COVID-19

SENAI CIMATEC (Technology Center at Salvador, Bahia, Brazil) has been in the spotlight in Brazil due to the development of programs and projects to help companies and employees against the pandemic of the Coronavirus-19 (COVID-19). This study presents the project, Lean Manufacturing in the support of COVID-19’s crisis, developed by SENAI CIMATEC, in support of the Brazilian enterprises. The methods for the development of the project used case studies. The results achieved thrive to the success of the program and demonstrate how the use of the Lean Manufacturing tools, in a remote access environment, can assist companies in conducting business consultancies.&#x0D;
Pengembangan Media Pembelajaran Digital Sebagai Media Pembelajaran Pada Mata Pelajaran Administrasi Perpajakan di SMK Negeri 1 Tanjungpinang

Starting from a local case, Covid-19 spread throughout the world one after another, including Indonesia. Since the beginning of 2020, the government issued a policy for teachers and students to carry out teaching and learning activities online while at their respective homes, as a form of prevention for the spread of the Covid-19 outbreak. With the existence of government policies, the learning system which is always implemented face-to-face has changed to have to go through digital media. However, the existence of weaknesses in this learning system can make students bored, less interested, and less interested in carrying out the learning process online. The activity began with an interview with the tax administration subject teacher about the difficulties in the teaching and learning process through digital media. The results of the interview, the authors found the problems faced by students of SMKN 1 Tanjungpinang, especially the Accounting Department, namely the difficulty of understanding the material being taught because they cannot interact directly. Therefore, SMKN 1 Tanjungpinang needs digital teaching materials on Tax Administration that are easy to understand by students at the school. The digital learning media produced from this activity is a module that is expected to help schools carry out teaching and learning activities with digital learning media and help and make it easier for students to understand and obtain alternative teaching materials besides books.
Using Integration in the Educational Process as an Innovative Technology in Biology Lessons

The article considers the results of using logical and mathematical calculations as a means of im- proving the digital literacy of students in the process of studying the biology section “Molecular Biology and Biochemistry”. Judging by the work of scientists in the field of biology (Leninger A., 1985; Wilson J., Hunt T., 1994; Severin ES, 2005, etc.), the degree of complexity is different, due to the solution of several problems. When conducting research, that is, when using logical and mathematical calculations, methods of control and statistical calculations were used. Analysis of the degree of assimilation of basic concepts in the field of molecular biology and biochemistry in the process of integrated learning using innovative technologies. The results of the study showed that, in comparison with the control group, the progress of students in the experimental group was 0.27-0.32, having increased by 11%. At the same time, it turned out that solving mathematical problems was more difficult for biology teachers than for&nbsp; Chemistry and Biology teachers. Pedagogical conditions for numerical literacy and the effectiveness of logical thinking of students on biological materials in an innovative educational environment: the use of a system of special tasks aimed at the formation of logical thinking. It was revealed that an increase in the interest and activity of students in completing the tasks of the subject Olympiad will allow them to optimally answer the exams of the Unified National Testing and will provide guidance when choosing a future profession. It was found that the success of students in developing logical thinking through the use of logical and mathematical problems in biology depends on the personality of the teacher, qualifica- tions, innovative teaching methods used in the classroom, and, of course, on the need for chemical and mathematical knowledge. The results of this research work, the method of applying logical and math- ematical calculations can be used in the future as a methodological guide for biology teachers. Key word: biology, logical and mathematical calculations, innovative teaching methods, school cur- riculum, academic performance.
A Conceptual Review on Organizational Commitment – A Comprehensive Summary

From an Organizational Behavior viewpoint, it is essential to perceive the connections created among people and the firm that energize a longing for perpetual quality. After in excess of 50 years of exploration, Organizational Commitment stays as one of the open inquiries in the Psychology of Organizations. It is viewed as a fundamental factor for clarifying individual conduct in the firm like fulfillment, turnover goal, or dependability. The paper embodies the development of the idea of Organizational Commitment and its builds. It centers and examinations the writing discoveries of Organizational Commitment in the course of the most recent fifty years. It is hard to conceptualize and quantify Organizational Commitment as it incorporates a huge and profoundly different assemblage of information. Because of this, it gets hard to decipher and close from the current collections of writing. The paper likewise features the significance of perceiving the individual/representative's point of view towards Organizational Commitment.
The Smart Glasses Using Iot And Unity

The project is based on IOT(Internet of Things) field of Computer Science branch. The world sees the future of technology in micro sized magic boxes wherein the devices would turn into a compact thing which can be taken anywhere and used viably. Therefore  the idea of “THE SMART GLASSES”. Using Augmented Reality and ultrasonic sensors, camera, beeper and vibrator the model stands out among all the existing models by uniquely adding the idea of having “EYES AT THE BACK” where any close encounter of any person or vehicle in the personal space of the respective person leadsto direct alert through vibration and beeping.
OECD 주요국 의회의 재정 권한과 실제

(Purpose) We have recently witnessed a high interest in the legislature's fiscal powers through democratization, diversification, and government responses to crises. Prior studies focused on the legislatures' formal powers in traditional issues such as budget system, budget organization, budget review period, and budget modification, not analyzing actual powers and strategic issues such as top-down budgeting, long-term fiscal sustainability. This article attempts to overcome the limitations and expand the discussion of legislatures’ fiscal power.(Design/methodology/approach) We analyze the Congress of the U.S., the representative country of the presidential system, the Parliament of the U.K., the representative country of the parliamentary cabinet system, and the National Diet of Japan, the neighboring country of which the budget system is similar to that of Korea. We review literature, analyzing whether there is a difference between the formal fiscal power and actual fiscal power that the three countries' legislatures have in the traditional issues and strategic issues.(Findings) Our analyses show that the actual fiscal powers are not the same as the formal ones in the legislatures’ budget amendment, top-down budgeting, etc. Also, legislature powers in strategic issues are not as strong as those in traditional powers.(Research implications or Originality) This article may provide implications for future discussions of the fiscal powers of legislatures.