Reviewerly/exHarmony huggingface dataset:
Detection and Classification of Legitimate and Spam Emails using K-Nearesest

Spam in emails is a major challenge that is inherent in today’s internet as it endangers financial institutions and poses a threat to individual users. Various techniques have been proposed by different studies to prevent spam in emails; however, classification and filtering technique using machine intelligence methods are the most efficient among the several methods. This study employed a K-Nearest Neighbor (KNN) augmented with the Quadratic Sieve algorithm to detect and classify legitimate emails and spam. The sieve algorithm revealed all the prime numbers for all the dataset used, starting from the input dataset to reduce the errors that may cause an imbalance in the classification. The result from this study shows that implementation of KNN augmented with Quadratic Sieve algorithm detects and properly classifies legitimate e-mail as well as spam much better
Raincoat Bag / Nor Amira Ishak

All people will face raining season that occur every year and that is why many people need equipment to protect themselves from rain, such as poncho, raincoat and umbrella. When it comes to rain, they can also be sensitive to cold weather, especially for people who have to go through raining for a long journey. This is why many peoples have to face a various problem during raining as the weather changes on a daily basis cannot be predicted by anyone unless they watch the climate conditions predicted by meteorologists every morning in news or weather reports before they start their daily routine. In addition, there are still some people who sometimes forget to make an early preparation, such as always carrying an umbrella or poncho in their bag packs or handbags.
Research on the Integration of Information Technology Application and English Culture Communication in English Teaching

Abstract In the new era of rapid development of information technology, the path of English cultural communication has been expanded in an all-round way, the audience has continued to grow, and the social needs have been further improved, all of which put forward new requirements for English teaching. Therefore, this paper makes a detailed discussion on English cultural communication under the condition of information technology, and combines with the current teaching practice, and provides some positive suggestions for English cultural communication from the aspects of theoretical research, innovation of teaching methods, construction of intelligent network and application of information technology, so as to provide useful reference for English teaching.
Sentiment analysis using Supervised Learning Methods

As the organisations are getting bigger and bigger the need to make well informed decisions are ever more important. To do that however you need data. But is data enough. How is one to interpret the data to their advantage? How is one meant to sift through all of the data to find the specific ones that are meant to be relevant to the task at hand. For that you need a all-in-one solution. One that can handle all of that for us. This project targets the online product reviews. For an organisation that aims to sell products through online platforms like Amazon, Flipkart and other require a way to analyse all the product reviews to get information on what is performing well and what isn’t. For that it is important that the sentiments are analysed where it predicts where the review is positive or negative and what aspects of the review are negative or positive. It needs to give a numerical and visual representation which is helpful when it required to present the data to someone. All of these issues are addressed with the help of this application. It is built in python using pre-existing well-known libraries. Which also means that it is verified by many.
Android dictionary application in Android studio

For Students, Teachers and any individual across the world, Dictionary plays a significant role in their life in variety of ways. For instance, with the help of dictionaries, Students can understand their subjects better, improve their communication, and improve their grades by using the words correctly. For medical professionals, a dictionary consisting of medical terms, sorted alphabetically, will be helpful for quick reference. The first ever dictionaries are in the form of books, available even now in any bookstore. But they consume lot of time in searching and the risk of losing them or pages being torn-out is high. With the evolution of technology, it is now much easier to search the unfamiliar words on search engines such as google, etc., with an active internet connection. This advancement is much efficient than the custom book-form, yet is far from the best. This is because of some factors like battery consumption, internet charges, etc., that are evident with using search engines. Thus, the need for developing an android dictionary app is in excess. There are some offline dictionary apps that exist before which fulfill the basic requirement of providing meaning for a word or they’re just limited to few features. But they do not provide more features altogether in one app that would help user understand better. For example, a “Easy English Dictionary Offline Voice Word Meaning” app available in the google playstore does not contain features like antonyms, word sharing and it also doesn’t give the context in which the word can be used. In order to take care of all these issues, we created a platform where the user finds all advanced features of the dictionary in a single app. This helps them improve their language and expand their domain of vocabulary. This offline app is developed by using Java for back-end and XML for front-end development, SQLite Database for database creation, and with Android Studio as IDE. This paper gives an understanding about how our application is a package of many features available together, which a dictionary should essentially incorporate in order to provide the user with utmost understanding. In our app, we provide features like definitions, synonyms, antonyms, examples and pronunciations to the words using Text-To-Speech class. The main aspect which distinguishes and makes our app special from the other offline apps is its sharing feature. When a user browses through any document/site on his mobile and comes across a word that he/she is unfamiliar with, the word can be simply shared to the app from that document/site itself. The app then displays the word with its definition, synonyms, etc. This eliminates the extra effort and time spent in opening the app and then searching the word.
교육대학 온라인 무용수업경험에 대한 자문화기술지연구 - 신체표현활동 강의를 중심으로 -

This study uses auto-ethnography to review my experience of a dance course conducted online due to the COVID-19 pandemic. Through the qualitative analysis of personal recollections, course plans, online sources, course materials, self-evaluations, and student evaluations of the course, the study reached the following conclusions.First, as an instructor who had only taught in face-to-face settings, I realized my lack of familiarity with modern technology and online culture.Second, I found online education that involved no face-to-face contact intimidating and frustrating.Third, to be a guiding rather than a leading instructor, I focused on adapting to the changing conditions and maintaining a two-way communication environment to avoid a one-way instruction.
The practice-oriented higher professional education in the general conception of the staff training in the MIA of Russia

The article pays attention to the fact that in scientific literature practice-oriented approaches to education are generally restricted to the research of only practice-oriented training and to the reflection of different aspects of development of professional knowledge, skills, experience and competences. At the same time gaining knowledge, skills and experience doesn’t guarantee the impeccable formation of person`s professional and moral sphere as there are a lot of fixed data of serious qualified crimes committing by people with higher education. On the basis of the analysis of scientific approaches to the term «education» and the research of normative legal acts in the sphere of education the author differs the concept of terms «professional training» and «professional education» and determines that professional training is just a part of professional education which has wider and higher goals that can be achieved through the strong linkage of professional training and professional upbringing. Besides, the author describes several levels of legislative background for the realization of practice-oriented higher education in the Ministry of Internal Affairs of Russia, defines the concept of the practice-oriented higher education realized in the Ministry of Internal Affairs of Russia, determines the place of this type of education in the general conception of staff training in the Ministry of Internal Affairs of Russia.
Design of a cyber security awareness campaign to be implemented in a quarantine laboratory

Humans are still the weakest link in the cyber security chain. Cyber criminals are working faster than users can defend themselves. In this research work, we investigate effective counter-measures ...
Numerical solution of estimating time of death by Newton's Law of Cooling model / Nor Sakinah Kefni, Syafiqah Nasuha Sharif and Kamilia Eliyana Puasa

Forensic science is an application of science to criminal and civil laws. In forensic science, one of the most important issues is to estimate the time of death (TOD) especially during suicide, murder or suspicious death cases. Newton's Law of Cooling model has been widely used to estimate the time of death. In estimating the time of death, Newton's Law of Cooling model is solved analytically and numerically. Numerical method is a complete and specific set of procedures that is used to solve Newton's Law of Cooling model. In this study, there are two different murder cases to be considered in predicting the time of death and the method of solving for this problem are Euler method and Runge-Kutta 4th Order. We solved analytically by separable and numerically by Euler method and Runge-Kutta 4th Order. Next, by identifying the problem and solving the model analytically and numerically, the time of death is predicted. The results are obtained by using the MATLAB software and it is displayed graphically. The range for the solution of estimating time of death for Case 1 is in between 9.40 pm and 9.45 pm while for Case 2 the solutions range are from 10.00 pm to 10.05 pm. Based on relative error, it can be concluded that Runge¬ Kutta 4th Order has better estimation for both cases compare to Euler method since it gives smaller error than Euler method. For further study, other numerical methods such as Adam Bashforth Method, Runge-Kutta Fehlberg Method and Finite Difference Method can also be used in order to get better estimation time of death.
The Frequent Pattern Growth Algorithm in the Film Recommendation System

In order to decrease the covid-19 rate, people choose to stay at home. Watching movies with family can be an alternative to fill activities during a pandemic. But sometimes itâ€™s hard to determine the film to be watched. To overcome this a recommendation system is needed. This research is shown to build a system recommendation for film recommendations next will be witnessed. This system created using the Frequent Pattern Growth Algorithm which will do filtering later against several films based on the userâ€™s viewing history. The results of testing the recommendation system using the FP-Growth algorithm work well and can show a minimum support value of 0.973 and a confidence value of 0.291, where the size of this value affects the resulting pattern output.
Negative Politeness Strategies in Collen McGuire Utterances in the Novel Savage Land

Background: Politeness is a common strategy that is used by most of speakers; even the English native speakers do such thing to their counterparts as well. It is especially appropriate when someone is making a request, talking on the telephone or engaging in a pleasant conversation with someone else. However, there are different opinions about what is and is not considered as polite since there are distinctions in culture from one country to other countries all over the world. Purpose: research aims to find out the negative politeness strategies which is used by Colleen McGuire in her utterances as the main character of the novel Savage Land . Design and methods: This research use a qualitative method. The data source that is used in this research is taken from the dialogues uttered by Colleen McGuire as the main female character in the novel Savage Land . Results: From the 10 strategies of negative politeness strategy according to Brown and Levinson’s theory, the writer found the total of 4 strategies which was used by the main female character, Colleen McGuire, in the novel Savage Land . Those 4 strategies are hedge, be pessimistic, minimize the imposition, and impersonalize the speaker to the addressee.
Research on the Practice Path of College Students’ Marine Legal Concept under the Background of Maritime Silk Road

The 21st century is the ocean century, and the exchanges and cooperation of marine economy among countries in the world are deepening. National marine strategy has gradually become an important factor to determine whether the country can continue to develop and establish its international status in the next century. Especially under the background of the construction of the 21st century maritime new Silk Road, the majority of the people have the correct concept of the ocean, and in the comprehensive promotion of the implementation of the national marine strategy, it is an important topic to drive the marine behavior with the thinking of the rule of law. In order to further ensure China’s marine security and orderly development of marine economy, we study how to strengthen the practical training of College Students’ marine legal concept from the aspects of knowledge, behavior, value and information support system.
Business architecture and information system architecture design in savings and payment unit Koperasi Pegawai Republik Indonesia (KPRI) Diponegoro University using TOGAF 9 framework

Abstract Savings dan Payment unit is one of the units of the Koperasi Pegawai Republik Indonesia Diponegoro University (KPRI). In the development of these units already have information systems infrastructure, namely the Cooperative Information Systems (SIMASPRI) and KPRI website. However, data processing on the system has not been integrated also not all business processes can be handled through the information system. SIMASPRI does not have features that allow members to carry out registration processes, loan applications, deposit payments, and installments online. So, members must come to the cooperative every time they want to carry out a registration or transaction process. Meanwhile, KPRI has a target for members to be able to process registration, deposit payments, apply for loans, and pay installments online using a website or mobile application. So it is necessary to improve the features and functions of the Cooperative Information Systems and KPRI website, as well as the design in the mobile version with the aim to offer convenience to members in accessing. Therefore, an analysis of business architecture and information system architecture design as a basic framework of business solutions to solve problems in optimizing the use of information technology. This study uses the TOGAF (The Open Group Architecture Framework) framework with the stages passed, namely preliminary, vision architecture, requirements management, business architecture and information system architecture consisting of data architecture and application architecture. From the analysis of the architectural design and approval of KPRI Diponegoro University manager, the proposed blueprint business architecture, data architecture and application architecture as the basic foundation needed to support business activities in the Saving dan Payment unit KPRI Diponegoro University.
Development of a face-mask detection software using artificial intelligence (AI) in python for Covid-19 protection

Infectious diseases like Covid-19 transmits and contaminates via dispersal through aerial medium has become a serious issue nowadays that stimulated increasing the facemask usage. However, in densely populated countries it is very hard for law enforcing organizations to monitor the number of people wearing mask and those who are not wearing any in public. For this reason, a facemask detection model can be developed for security cameras in public places and surveil on people. In this research, researchers developed a prototype of facemask detector using python codes and artificial intelligence. Since Machine cannot understand human language, developers use different types of programming languages for training machine. Here, Python was used with the help of its packages to train models and two separate python files were developed to complete this research; the first one is to develop a mask detector and the other one to combine mask and face detector, combined together to develop facemask detector in real time. Data was collected, analyzed and visualized with python programming language, model was trained using ConvNet (Convolutional Neural Network) and finally an output was received from a raw input, which can detect mask in human face.
A Portrait of Development Economics in the Last Sixty Years

TThe field of Development Economics has experienced significant innovativeness and dynamism in recent years. However, a quantitative review on its precise outlook and evolution has yet to be accomplished. Based on bibliometric techniques were applied to all (9430) the articles and reviews published on ‘economic development’, from 1952 to 2019, we demonstrate that: 1) the yearly publishing rate is quite irregular, observing a noticeable rise from the 1990s onwards; 2) dominance of USA-affiliated researchers among the most prolific and influential authors; 3) increasing relevance of the topics ‘Economic policy’, ‘Institutions and governance’, and ‘Environmental issues’ over time; 4) noticeable trend in economic development towards a post-normal science with a shift from exclusively ‘appreciative’ studies to more ‘formal and empirical’ studies, evidencing an important stage of maturation in the field; 5) the empirical analyses are mostly focused on developed countries, in which the African continent and countries are rather neglected.
Vibration Gaming Chair / Muhammad Akmal Pauzi

This business model canvas can be used to visualize such customer expectation and market problem. This practice will increase the market strategy and implementation of technology. This will make them more effective in market. Business Model Canvas is used to validate the market significance of product and services which will be of technology nature in this case. Technology projects are often solution or process that solve a technical problem. Vibrator gaming chair is an innovation of the current gaming chair which composed of several unique features and functions such as vibration motor for providing tactile feedback to the user. Games use this ability to create a greater sense of immersion, to help communicate status information, Thermaltake to make the gaming chair active the cooling system and the design of gaming chair are good for health. The purpose of the innovation is to provide a better experience for consumers. Vibrator gaming chair target market are gamers and student in Malaysia. The idea of developing this product was derived by observation and innovation from old product. A vibration gaming chair is an improvement of an existing product which provides various distinctive functions. This product enhancement is generated after observing and studying the weaknesses of the current products available and the problems faced by the consumers. Therefore, this product innovation is made up to provide the gamer and student to feel comfortable when sitting. This will give benefits and solve the problems of the consumers.
Analysis Of The Placement Pattern And The Needs Of The Rain Station With Kagan-Rodda Methode On Das Progo Yogyakarta

Climate change that occurs has an impact on various fields. In the Yogyakarta region, most of the people work in agriculture and fishing. Where the two fields are closely related to rainfall data and rainfall patterns. Based on these conditions, it is necessary to conduct a study on the need for maximum rainfall data. From the data obtained from the Serayu Opak River Basin Center for the Progo Watershed in Yogyakarta, there are 8 active rain stations that are still operating, but they are not maximized because they are often damaged. So that it is necessary to analyze the needs of the rain station and the placement pattern needed to obtain the maximum rainfall data. The method used in this research is the Kagan-Rodda method. This method can analyze the needs and distribution patterns of the rain stations required by calculating the rainfall data from existing stations. From the calculation with this method, it is obtained that the need for rain stations for the Progo River Basin Yogyakarta region is 11 stations. It is recommended to add 3 new stations with a distribution pattern as described with the distance between stations of 12,742 km.
Cyber Crime in Online Banking

In the world of full of technology and digitization security is the main concern right now. With the help of internet, we can do most of our work like shopping, office work, e-banking, other transactions, etc. With mobile banking everyone knows how to do transactions, online shopping, but most of the people don’t know what the security while doing any kind of online work, people have lack of knowledge in cyber security and hacker, cyber criminals take advantage of that. According to report in 2020, the transaction volume share in India stood at 15.6 per cent and 22.9 per cent for instant payments and other electronic payments respectively, while paper-based payments had a considerable share of 61.4 per cent. And by the 2024 the electronic transaction will increase by 50% and this will touch 71.7% by 2025. India is a developing country and is moving forward in digitization. While this is happening securing the online data or transaction will become more and more challenging. E- banking makes work easier and fast but it is not safe, it will never be 100% secure. And cybercrime is increasing faster than we imagine. This study paper mainly focuses on banking frauds in India, online transaction, scenarios faced by cyber victims, e-banking challenges. It also focuses on the cyber security and how can we avoid most of the e-banking fraud.
An Critical Examination of Mission Discourse in Korea : Focused on Michael W. Stroope’ Idea

This paper aims to examine and discuss Michael W. Stroope’s idea critically. To achieve this, I will follow the next procedures: section two summarizes Stroope’s idea by focusing on his background, object, method, and criticism. Section three analyzes two Korean academic journals of mission studies, 「Theology of Mission」 and 「Evangelical Missiology」 through Stroope’s idea. Section four discusses the following: 1) the problem of presentism in mission studies and 2) should we abandon the concept of mission or not?. Finally, section five sums up the previous sections and suggests my opinion and future research subjects. This paper hopes to contribute to reflecting the previous mission studies in Korea and offering some subjects for discussion in future.