Reviewerly/exHarmony huggingface dataset:
Cross-Site Scripting (XSS) in Web Application Store Security

Cross-site scripting (XSS) is one of the most popular vulnerability in the web application as it had been listed on the OWASP Top 10 Most Critical Web Application Security Risks from 2013 to 2017. (OWASP, 2017).The main objective of this project is to develop a web application that can prevent XSS attack. For this project, a secure web application is being developed to protect it from XSS vulnerability and some other security issue. In the developed web application, the .net framework and regular expression is being used to prevent 3 type of XSS attack which is stored XSS attack, DOM based XSS attack and reflected XSS attack. The tools used in this project is visual studio 2019, Google Chrome, Mozilla Firefox, Microsoft Edge and Internet ExplorerFor this project, I have developed a web application which allow the user to upload their file so that other people can download the file. The function of this web application consists of upload file, sign in, sign up, block developer, block file, download file, see login logs, view report, comment, reject developer, reject file and etc. The methodology used for this project is waterfall model. This project used questionnaire as requirement gathering technique which is make from google form. In this project many testing have been done so that the web application is able to prevent XSS attack. Overall this project has successfully fulfilled its objective by being able to protect from XSS attack. Lastly, the weakness of this project is that the security feature needs to be constantly updated to ensure that new ways of launching XSS attack is able to be prevented so further improvement would need to be make in future for better prevention of XSS attack as the ways of XSS attack might also be improved by the attacker.
Visual Target Detection and Tracking Based on Kalman Filter

In this study, in order to prevent collision and target tracking in autonomous aircraft, Kalman filter with appropriate solutions for target detection and tracking problems are presented. For the Kalman filter application, the motion-based tracking method that facilitates the tracking of multiple objects has been used. A background subtraction algorithm was used for the detection of moving objects while corrective actions were applied to the foreground mask to eliminate noise, and the connected pixel groups to correspond to moving objects were identified. The image used represents an image taken by a hovering drone. Although the tracked multiple targets disappeared behind the obstacle, the estimated location was determined thanks to the Kalman filter. Thanks to the fine tuning of the program codes, a successful follow-up has been achieved. The program has continued to follow the moving shadow as a part of the target.
Sistem Pemetaan Pariwisata Purbalingga Berbasis Web

Tourist attractions in Central Java, especially those in Purwokerto, have very many potential tourist destinations. Various tourist attractions that can be visited from natural attractions, beaches, and recreation areas and the lack of need to obtain information quickly and easily about tourism, these reasons are the reasons for the author making a tourist information system in making web-based information systems so that this website refers to any site which has been made to introduce tourist attractions in the city of Purbalingga so that people who are outside know the tourist objects in the city of Purwakarta, so that the tour company is able to display information on tourist objects that aim to inform and recognize the identity of the tourist spots via the web on tours. So that this website usually uses domain extensions or websites in a community that share information between people as a virtual information board or aplace for discussion on touristsitesKeywords: Tourism, web, geographic information system
Youth physical training robot based on visual recognition and training method

Abstract With the continuous improvement of people’s living standards, the continuous development of training methods and concepts, resulting in the continuous improvement of sports level, which puts higher demands on teenagers’ physical function. How to use high-efficiency and low-risk training methods to train has become a headache for coaches. In this paper, an accurate target detection and recognition method based on stereo matching algorithm is proposed. Based on stereo matching algorithm, after data training, the target can be accurately identified, and the position information of the target can be given. Then, the target can be accurately positioned by binocular vision and its three-dimensional coordinates can be obtained. Finally, it can be transmitted to the robot and control the robot to move and grab the target object. Experimental results show that this method can identify and locate the target accurately and quickly, and successfully guide the robot to grasp the target object. This physical training robot can provide theoretical basis and technical guidance for improving the physical training level and sports performance of young athletes.
The safety of facilities provided in neighbourhood park: a case study of Taman Johor Jaya, Johor Bahru / Nur Afrina Zulkarnain

Parks and recreational area offer various kind of activities that can be done by individuals during their leisure time. Commonly, 30% of an area developed must be reserved for green area or an open space. According to the planning guideline of open space and recreational area, there are eight (8) types of hierarchy that consist of National Park, Regional Park, City Park, Local Park, Neighbourhood Park,Playground, Play Lot and Private Park. All of the hierarchy of parks mention has its own function that followed by the capacity of the park itself. This study has narrow down the scope into the neighbourhood park. It was determined that the neighbourhood park is a recreation area that is located in the neighbourhood area for any recreational activities, sports and it is also act as a social interaction places for thelocal residents that lives in the neighbourhood area. Neighbourhood park can accommodate 3,000-12,000 people at one time. This study aimed on studying theprovision of safe facilities in the neighbourhood park in the study area chosen. An analysis and compilation of the available information on the subject was conductedwith emphasis on those facilities located in the neighbourhood park in the study area. It was determined that the safety of the users problem were principally due to poor safety condition and poor quality of construction. In addition, the research indicates that properly design and constructed facilities are durable. It was found that a lack ofmaintenance and inspection of the facilities provided could lead to a serious injuries. It is recommended that the responsible parties take a serious action in maintaining andupgrading the facilities in neighbourhood park of the study area other than adding some new facilities to ensure the safety of the users are in good condition and to ensure the good future performance of the park.
Research on Course Quality Evaluation System Based on Artificial Intelligence

In view of the complexity and inefficiency of the course quality assessment process, this paper conducts an in depth study of behavior analysis technology and designs an automated and intelligent curriculum quality assessment system. The system uses various artificial intelligence algorithms to analyze the collected images and text data related to classroom quality and produce objective visual results. The course quality assessment system is divided into four functional modules: curriculum quality index management, data acquisition management, data analysis management and system of rights management, which can quickly generate visual course quality assessment results based on data analysis results. By comparison, the results of intelligent evaluation and existing artificial evaluation have high consistency. The system is fully functional and intelligent at the touch of a button, which can greatly improve the efficiency of curriculum quality assessment and reduce the complexity of work.
IT EMPLOYEE STRESS PREDICTION BY USING MACHINE LEARNING AND COMPUTER VISION TECHNIQUE

Stress assessment must be performed in early stages because stress related issues tend to rise in depression, heart attacks and strokes. Stress leads to have a greater impact on the thoughts sometimes provokes suicidal attempts within employees. The machine learning techniques has proved to be extensive for medical analysis and prediction. This approach can further be used with neurological tools. The 2017 OSMI mental health survey dataset represents working professionals within the IT company and this dataset is used for classifying the stressed or unstressed employees. After data cleaning and pre-processing further training of model is performed by using machine learning techniques. The accuracy is predicted for both the models. Among those models boosting has given highest accuracy.
PENGUNAAN METODA LEARNING MANAGEMENT SYSTEM (LMS) SECARA DARING PADA MATERI KULIAH HIDROLOGI DI SIAK UNIVERSITAS MUHAMMADIYAH GUNA PENINGKATAN PEMAHAMAN DAN PRESTASI BELAJAR MAHASISWA PRODI TEKNIK SIPIL

Muhammadiyah University as an educational institution under the auspices of the Muhammadiyah union has a central role in creating the quality of students excel in the world of education. Among academics a structured system of education (teaching and learning process) becomes inseparable. The implementation of e-learning method seems to be a necessity in the massive 4.0 era of information technology. The purpose of this research is to know the standardization of the application of e-learning methods at muhammadiyah university in Sumatra through a media portal that is often called SIAK or (academic information system) for Hidology courses that will be found by civil engineering students in semester 3 and will be continued in hydraulics courses in semesters 4 and 5. The research method used in the form of meta-analysis method where the research was conducted using the results of previous research to produce conclusions with qualitative descriptive analysis. The result of this study is the media of e-learning implementation in accordance with scorm standardization, namely Schoology and e-learning portal. This indicates that Muhammadiyah University in Sumatra has been maximized in the application of standardization of e-learning concept in each course and accumulated in each material.
Helmet’s Raincoat - Racingsories Sdn. Bhd. / Mohd Amirullah Shahri

Helmet plays an important role to all motorcyclists in this world. It protects the head and complements the skull in protecting the human brain. There are some issues among motorcyclists in protecting helmet when leaving their motorcycle. Although there are some products in the market, but it still does not meet the user’s requirements. Hence, Racingsories Sdn. Bhd. wants to introduce a new product which is the “Helmet’s Raincoat”. The Helmet’s Raincoat is a portable, compact, durable and easy to use as it uses high quality and technology of materials to protect helmets from some circumstances. The target market for the Helmet’s Raincoat are all motorcyclists in Shah Alam. Customers who are in the middle level economy to the higher level economy are our potential buyers. We also focus on people who are using helmet that are not going to use storage box for their motorcycle and at the same time want to protect their helmet from getting wet. We are focusing on people in the age between 16-50 years old, motorcyclists from school kids, universities student and workers. Since Malaysia is having climate of the equator, the demand to protect motorcyclist’s helmet is highly expected. We grab this opportunity to sell this product to the retailers and wholesalers.
Application of Audio-Visual Media to Improve Writing Skills and Learning Activities of Elementary School Students Victims in the Mount Sinabung Disaster, North Sumatra, Indonesia

This research aims to improve writing skills and learning activities in elementary school students, the victims of the Mount Sinabung disaster in Siosar Relocation, North Sumatra, Indonesia. The fact that happened, students' writing ability was in a low category; the average value of students' writing skills during pre-action was 60.25. The obstacles that occur are that learning tends to be conventional, teachers are considered the main source of knowledge, teachers have not used media of learning in class. One of the appropriate learning media that can be used to upgrade children's writing skills is audio-visual learning media, media that can display sounds, images, graphics, diagrams, and stories so that learning that is absorbed through sight, as well as hearing, can accelerate students' absorption in understanding subject matter delivered. This research method is Action Research, which refers to the theory of Jean Mcniff. The research was conducted at the State Elementary School No. 047175 Simacem, Naman Teran District, Karo Regency, North Sumatra Province. The research subjects were 20 grade II elementary school students. The techniques and instruments of data collection are some tests, the observations, part and field notes. The research procedures are planning, implementation, observation, and reflection. The results have shown an average of 89 with classical completeness 95%, 35% for Formative II, showing improvement and completion following the Minimum Completeness. Keywords: writing ability, learning activities, audio-visual media, elementary school students, Mount Sinabung.
Speed of Navigation vis-a-vis Quality of Innovation as Sources of Progression towards Steady State Equilibrium: Insights and Inferences

This study formally and theoretically juxtaposes `speed of navigation' of the general equilibrium growth path (equivalently, a `low-high' innovation system), and `quality of innovations' (equivalently, a `top-down' innovation system) as alternate strategies for minimization of the time it takes for a country to arrive at its general equilibrium steady state growth phase. Formal theoretical predictions show that, whereas the speed of navigation strategy has feasibility of outperforming the quality of innovations strategy, superior performance at minimization of time to steady state is feasible only in presence of either of errors of implementation of the top-down innovation system, or incapacity of an economy at generation of high quality innovations. In absence of stated two factors, the quality of innovations strategy outperforms the speed of navigation strategy for minimization of the time it takes for a country to arrive at its general equilibrium steady state growth phase. Empirical findings provide corroboration for study findings, provide evidence that whereas the speed of navigation strategy generates a linear approach, the quality of innovations strategy generates a weakly convex approach to the general equilibrium steady state growth phase. Quality of elementary education is `poster boy' for the quality of innovations strategy. Simultaneously, size of stock markets and fixed capital formation are poster boys for the `speed of navigation' strategy.
RNN과 강화 학습을 이용한 자동 문서 제목 생성

Lately, a large amount of textual data have been poured out of the Internet and the technology to refine them is needed. Most of these data are long text and often have no title. Therefore, in this paper, we propose a technique to combine the sequence-to-sequence model of RNN and the REINFORCE algorithm to generate the title of the long text automatically. In addition, the TextRank algorithm was applied to extract a summarized text to minimize information loss in order to protect the shortcomings of the sequence-to-sequence model in which an information is lost when long texts are used. Through the experiment, the techniques proposed in this study are shown to be superior to the existing ones.
중소기업의 FTA 특혜원산지증명서 발급 및 검증의 리엔지니어링

Korea’s economic territory is gradually expanding due to free trade agreements. In the case of SMEs, it is not easy to efficiently prepare to the increasing FTA compared to large enterprises. Accordingly, the government and related organizations have been providing various support for SMEs. However, there is still a 20% gap in FTA utilization compared to large companies. Therefore, this study intends to suggest a method for increasing the FTA utilization rate of SMEs. For the issuance and verification of certificates of origin for SMEs, the concept of re-engineering was introduced to find a solution. This solution is direct manpower support for SMEs. Compared to other support methods, manpower support can not only issue certificates of origin more efficiently, but also prepare for verification. Moreover, the effect will be greater than if the supported manpower is educated on the contents that origin specialist needs to know, such as changes in various systems and the results of case analysis on country of origin verification by agreement. Of course, such manpower will be able to utilize origin management experts who have obtained the certified of origin specialist. In Korea, there is a certification system called Origin Specialist to train origin management experts. Therefore, if manpower who has acquired these qualifications is deployed to SMEs, the utilization rate of FTAs by SMEs can be increased, and MEGA FTAs can be dealt with without difficulty in the future. In particular, due to such a manpower arrangement, it will be possible to provide high-quality jobs rather than part-time jobs and lower the unemployment rate.
대학생들의 학업스트레스와 수면장애의 상관관계

PURPOSE : The purpose of this study is to find out the correlation between academic stress and sleep disorders among college students, and list the factors that reduce academic stress. METHOD : This study was conducted with 316 college students in the 1st, 2nd, and 3rd grades enrolled in the Gyeongnam region. The study period is from October 12, 2020 to October 23, 2020, and there were a total of 316 questionnaires distributed to the study, aimed at those who explained the purpose and purpose of this study to the subject and expressed their intention to participate in it. Implemented. RESULT : The level of stress according to academic stress was 14.56%(46 people) in the health group, 63.60%(201 people) in the latent group, and 21.83%(69 people) in the high-risk stress group. Most of the subjects belonged to the latent group. Normal 0%(0 persons), moderate sleep disorder 92.72(293 persons), severe sleep disorder 7.28%(23 persons). None of the subjects were normal, and most of them had moderate sleep difficulties. CONCLUSION : In the sub-factors of academic stress, study stress was the highest, and in the correlation with sleep disorders, class stress was the highest, and all sub-factors of academic stress showed positive correlations with sleep disorders. If the causes of academic stress, measures to reduce academic stress, and measures to improve sleep quality suggested in this study are developed, it is expected that the academic stress and sleep quality of college students can be improved and improved.
Predicting Accounting Misstatements Using Data Mining in Firms Listed in Tehran Stock Exchange

Misstating financial statements are becoming rampant phenomena. An important issue for accounting and auditing is the prediction and detection of misstating in financial statements in Firms Listed in Tehran Stock Exchange in order to help identify in the time interval from 2009 to 2016. We investigate the characteristics of misstating ﬁrms on various dimensions, we focus on 23 variables including accrual quality (12 variables), ﬁnancial performance (4 variables), nonﬁnancial performance (1 variables), and market-related variables (6 variables). We evaluate features from previous studies of detecting fraudulent intention and material misstatements Out of these companies, 189 (21 companies were misstating and 168 were non-misstating) have been selected as the research sample. The data mining methods employed in this research include Decision Trees (REPTree), Artificial Neural Networks (ANNs) and Bayesian Networks. The obtained results indicated that the Bayesian Networks & Artificial Neural Networks methods had a higher performance and in this regard.
The Effectiveness of Using Interactive Multimedia with Local Purworejo Culture on Learning Outcomes of Class V Elementary School Students

This aim is to determine the effectiveness of the use of interactive multimedia of the local culture of Purworejo on the learning outcomes of fifth-grade elementary school students. This type of research in this research is descriptive quantitative research. The target of this research is the fifth-grade elementary school students with a total of 22 students. This research design using One-Shot Case Study. This study uses data collection techniques with the written test method. The test given is in the form of an essay question. The effectiveness of this study was obtained based on the number of students who obtained a completeness score of ≥ 70 as much as 75% of the total number of students. The results showed that the scores obtained by students who achieved the minimum completeness criteria were 19 students or 86.36% and those who obtained scores below the completeness criteria were 3 students or 13.64%. The average score was 80.2. Thus, it can be said that the use of interactive multimedia is effective on student learning outcomes.
A novel approach on deterioration Tasks management using Bat optimization algorithm in Cloud Environment

Current day users from different computing environments adopts cloud computing platform for their demands in utilization of resources.  Pay as you use is a caption which the strategy of cloud environment, resources utilization, service delivery play a vital role.  Many approaches and techniques are oriented for finding the optimal and deterministic solution.  Task scheduling takes a wide space in cloud environment as this environment embedded with heterogeneous functionalities.  Many heuristic techniques are complimented towards task scheduling in cloud platform.  Our research targets BAT optimization algorithms belong to Meta heuristic division for solving some specific problem in task scheduling.  We consider the strategy of reallocation of failure task to the new resources to evaluate the condition of minimum failure rate in scheduling tasks.  We justify our research with the comparison towards ACO approach
DESIGNING SYLLABUS OF ENGLISH COURSE AT SDIT IQRA (A Research and Development in the Sixth Grades of SDIT IQRA Kota Serang)

Alvi Fathul Alam. 1612300453. DESIGNING SYLLABUS OF ENGLISH COURSE AT SDIT IQRA (A Research and Development in the Sixth Grades of SDIT IQRA Kota Serang). The paper of English Education Department at Faculty of Education and Teachers Training of State Islamic University Sultan Maulana Hasanudin Banten, 2019/2020.This study aimed to explore and describe the teacher how to make a syllabus and how to determining learning outcome to desingning syllabus. The focus of this study is only to explore the way how to make syllabus. The method of this study was research and development (RD (1) Students are giving positive and it can be the learning outcome on the use of syllabus, and (2) the way of making syllabus with 4D method, and it also helped teacher to teach the childern who never teach with syllabus. And more andvatage to using syllabus for teachng english, and more learning outcome.