Reviewerly/exHarmony huggingface dataset:
On Board Complete Traffic Signalling System Using Image Processing

Abstract: In this paper, an on-board traffic signalling system which can easily curb the problem of traffic congestion using image processing techniques is presented. In this system, the images of the four sides of the road are captured and the vehicle density is calculated using the haarcascade. This density is used to sort the sides of the roads with the respect to the highest density among the 4 and evaluate its timer for the green signals which can last for maximum of 80 seconds. The traffic on the sides of the roads are released in this sorted order of the vehicle density. After a round of all the roads receiving the green signal, the images of the 4 sides of the roads are again captured and it continues.
Analysis of Reading Interest with the Role of The Library at MAN 8 Jombang

This study aims to determine the library management of MAN 8 Jombang based on the National Library Standard. This research is a qualitative research which was conducted at the Library of MAN 8 Jombang. The technique of taking research subjects used snowball sampling with a case study approach. Data collection was carried out by means of unstructured interviews, with the head of the library, employees or staff, and users of the MAN 8 Jombang library, observing the state or condition of the MAN 8 Jombang library, and relevant documents.&#x0D; The results of this study, among others, the Library of MAN 8 Jombang has library management, which includes buildings, collections of library materials, labor and services. Based on the National Library Standards, the area of ​​the MAN 8 Jombang library building still cannot be said to be effective, because the building is inadequate, besides that some rooms are in the MAN 8 Jombang building less than 5m2. Judging from the aspect of the number of library materials, the comparison of collections of general works or fiction books is 20% and non-fiction books related to the curriculum by 77%. The library of MAN 8 Jombang has not fulfilled the management of the library in the aspect of the library building which is not designed according to the needs of visitors with disabilities. In addition, MAN 8 Jombang still divides the focus or especially the budget on classes used for teaching and learning activities.
The Impact of Green Plants on the Reading Environment of College Libraries

The library is a key learning place for many college students, but many times, due to the monotonous environment and pollution in the decoration, etc., the desire and atmosphere of students to study in the library can be greatly reduced.This article is to study the impact of green plants on the reading environment of college libraries.Taking green plants as environmental research objects, this paper uses the same space and environmental changes to use instrumental analysis.And bacteria content.The results show that in an environment with certain green plants in the same environment, the concentration of carbon dioxide decreases by 10% due to the presence of plants, the concentration of carbon monoxide decreases by 5% due to the presence of plants, the oxygen content increases by 6% due to plants, and the number of bacteria also decreases due to the presence of plants.50%, can also help relieve visual fatigue to a certain extent.The impact of green plants on the reading environment of college libraries has many advantages.Not only can it reduce harmful gases, but it can also purify the air and beautify the environment.Therefore, libraries with green plants should be the focus of the managers of colleges and universities.And vigorous development.
Pendampingan Belajar Matematika Berbantuan Media Pembelajaran Berbasis Game Counting Bunny untuk Peserta Bimbel di Rumah Belajar Matematika

Rumah Belajar Matematika is a tutoring place located in Kebonan Hamlet, Yosowilangun Kidul Village, Yosowilangun District, Lumajang Regency, East Java. The tutoring participants are elementary and junior high school students, totaling 15 people. Based on the results of observations made by the KKN team, so far the tutors at the Mathematics Learning House have never made learning innovations, especially in the use of game-based learning media. This makes us compelled to carry out mentoring activities in learning mathematics by utilizing learning media based on the counting bunny game which can make it easier for students to understand the concepts of addition and multiplication of integers. The expected goals of this service activity include: 1) so that mathematics learning activities in the tutoring can be more attractive, interesting, and fun, so that tutoring participants can be more enthusiastic in learning mathematics; 2) encourage teachers or tutors in tutoring places to be able to innovate more in learning activities, one of which is the use of learning media; 3) the use of learning media is expected to help make it easier for tutors to convey mathematical material or concepts; 4) students find it easier to understand the material or concepts presented; and 5) student learning outcomes are getting better. This learning mentoring activity was carried out for 2 days, where the KKN team acted as tutors. At the end of the activity, a response questionnaire was given to the tutoring participants to find out their response to the learning process using the counting bunny game, including enthusiasm, motivation, and interest. The results of the participants' responses showed positive results, with an average score of 3.35 and included in the high category, which means that the participants felt more enthusiastic, motivated, more interested in learning mathematics after using the counting bunny game learning media.
Perancangan Model Pembelajaran Harga Pokok Produksi Berbasis Spreadsheet untuk Meningkatkan Pemahaman Mahasiswa

Cost of Goods Manufacture Calculation is an important comprehension in the Cost Accounting course, which is a scientific discipline that has dimensions not only theoretical but also applied that cannot be separated from technological developments. Computerized practical skills are important for students. This course is not only granted to students of the Faculty of Economics, but also several study programs in other faculties and one of them is the Industrial Engineering study program. Therefore, this spreadsheet-based learning model is designed to provide practical learning process so that the students understanding of the calculation of the cost of goods manufacture can be increase. Using experimental method, the posttest scores achieved by students who received the learning method material using the spreadsheet program was significantly different with students who did not receive the spreadsheet program material. The conclusion is that the learning model using a spreadsheet was able to effectively improve students' understanding of the material for calculating the cost of manufacture.
THE READABILITY OF JUNIOR’S LEVEL IN MENTARI’S TEXTBOOKS

This study deals with Lexical Density (LD) and Grammatical Intricacy (GI) of juniors’ level in Mentari’s textbook to measure the readability of the text in the level. The objectives of the study are to find out the GI and LD which performed in the reading text of Mentari’s textbook and the highest readability in the level of the textbook. The main theory used in this study is the theory of Halliday (1985). This study was conducted by descriptive method with qualitative approach. The data analysis of this study was reading text of Mentari’s textbook for junior’s level. The result of the research revealed: (1) the average score of GI in each level are 1.42 in CONNECT1, 1.42 from CONNECT2, 1.42 in CONNECT3 and 1.41 in the CONNECT4. While, the average score lexical density in each level was CONNECT1 as 59.39 %, CONNECT2 as 63.18%, CONNECT3 as 58.60 % and CONNECT4 as 59.00%. (2) CONNECT2 is the highest lexical density of the textbooks, the result also showed that CONNECT 2 as the hardest text of the level in the juniors’ level.
THE IMPORTANCE OF USING THE CLUSTER APPROACH IN THE EDUCATIONAL PROCESS

The article deals with the main approaches to the creation of educational clusters, an analytical review of the functioning of clusters in the space of the CIS and abroad. From this perspective, the essence and characteristics of the national educational research and innovation cluster continuous pedagogical education.
UNDERSTANDING FEDERATED LEARNING AND ITS APPLICATION IN VIDEO ANOMALY DETECTION

—Federated Learning is a relatively newer approach, and it tries to solve problems such as reluctance of clients to share data. Instead, a model is sent from server to client(s) where training happens on various edge clients who later update the central model. This is a redesign of the traditional approach of learning from data where all data had to be uploaded to a central server. In contrast, federated learning promotes the idea of bringing code to data which can help overcome latency in timecritical operations. Privacy gives every individual a right to prevent release of data, and several machine learning use-cases deal with such sensitive information for e.g., disease prediction (patient data), anomaly detection (security footage) etc. By introducing the use of federated learning, we can overcome the issue of data sharing and all data will be retained at the edge nodes where the training happens. Through this work we walk through a system design of applying federated learning in a real-time use case of video anomaly detection and present our preliminary results where we achieved an accuracy of 83.34% using the federated paradigm, higher than the centralized accuracy of 81.29%.
INFORMATION TECHNOLOGIES IN THE PROFESSIONAL ACTIVITY OF A FUTURE TEACHER OF VOCATIONAL TRAINING

The current stage of development of vocational education is associated with the need to solve the problem of increasing the intellectual level of the cognitive and creative potential of students, finding ways to develop cognitive and creative abilities. The use of modern technical means of learning contributes to the modernization of the educational process, activates the mental activity of students, promotes the development of their creativity, allows distance learning, develops a system of continuing education.The need to use information technology in the training of teachers of vocational training determines the personalization and technologicalization of the learning process, which includes active independent work of students; integration of psychological and pedagogical disciplines and disciplines of the information cycle; extensive use of students’ own experience, etc. The article identifies a number of types of educational activities, the implementation of which becomes more efficient due to the implementation of information technology: management of real objects; automated control; self-control, etc. The use of information technology in the professional activities of future teachers of vocational training is one of the basic conditions for the formation of highly qualified specialists, which allows to differentiate and individualize work with students and develop their independence by taking into account the needs of educational needs.&#x0D; Keywords: information technologies; vocational training; training of the vocational training teacher; Informatization of education.
Exploring Teriary Students’ Experience of Informal Digital Learning of English for Boosting English Receptive Skills

The speed of technology development facilities students in learning English digitally. They could express and use English in informal digital environment through social media and learning English application or resources. Informal Digital Learning of English (IDLE) contributes to students language enhancement. This study is want to dig in about the use of digital learning to informal and independent learning of English. Therefore, this research aims to explore how IDLE activity can engage receptive skills in university students and to explore how IDLE receptive skill activity can develop university students’ receptive skills. This study found that each individul can experience an increase in English receptive skills by going through the stages of learning using social media and English learning applications. IDLE-based learning can be built through the initiative and willingness of each individual, because this learning is not tied to a specific schedule or material to be studied. Each individual can organize and determine how they learn according to their wishes.
The Impact of Communication Skills upon the Human and Social Relations among Library and Information Majors Students in the Arab World in their Point of Views

This study aimed to identify the availability of communication skills (listening, dialogue, persuasion, presentation, and body language) among the students of the communication skills course at Arab World in the academic year (2019/2020). A random sample consisting of 1000 questionnaires was distributed with 100 questionnaires to each university. (590) valid questionnaires were approved for study from the original community consisting of (a bachelor's degree among library and information science Majors students in the 10 Arab universities). The researcher used the questionnaire as a measurement tool where it consists of six areas: (Listening, dialogue, persuasion, presentation, body language, human and social relations) distributed over (54) questions, and after the collection of data was a statistical analysis to answer the questions of the study. The researcher reached through the study to several results, the most important of which are the presence of statistically significant differences in some variables at the level (α≤0.05). Less than the average of the answers of the sample respondents where it was found that there are differences with regard to sex variable and in favor of males, and no differences with university or High school and academic year, the most important recommendations reached by the researcher is to increase the credit hours of the course from 2-5 and, determine the number of students allowed In registering the course that ranges between (20-25) only, as well as increasing the practical side so that it is shared with the theoretical side.
A 2D Fast Deep Neural Network for Static Indian Sign Language Recognition

Sign Language Recognition is one of the most researched topics in the field of computer vision. Hearing-impaired people use sign languages to communicate with the rest of society. In this paper, a simple Convolutional Neural Network(CNN) having less number of operations has been developed to recognize the Indian Sign Language(ISL) alphabet. We have collected a dataset consisting of 24 classes in alphabet to train and test the proposed network. This dataset contains a total of 1502 images of hand gestures, segmented from larger frames containing signers. The Indian Sign Language Dataset which is publicly available on Kaggle containing 26 alphabet letters and 9 digits is also used in the work. Testing accuracy of 99.67&#x0025; was obtained for the collected dataset and 99.86&#x0025; testing accuracy was obtained for 24 alphabet letters in Kaggle Dataset. The performance of the proposed model is compared with standard CNN models like InceptionV3 and VGG16. The InceptionV3 network on the collected Dataset gives a testing accuracy of 98.67&#x0025; and the VGG16 model gives 99&#x0025;. Thus the developed CNN Model could achieve higher accuracy than InceptionV3 and VGG16 models which are considered to be one of the best models for static sign language recognition.
The correlation between Internet user searches and Blockchain technology

The purpose of this paper is to analyze the impact of blockchain technology on Internet user searches. Given that current IT trends are focused on blockchain technology, artificial intelligence, the Internet of Things, electronic voting, large volumes of data, transportation, and smart cities, we wanted to analyze the importance of the terms “blockchain, blockchain technology, blockchain and artificial intelligence, blockchain and IoT” at the level of Internet searches made by users. The present study has been interested in analyzing the distribution of the keywords mentioned above in the volume of Google user searches and in identifying the behavior of users as regards the finding of certain categories of information for the term “blockchain”. The user search behavior has been tracked, by analyzing found / extracted text. This is the way in which the present study has identified the relevance of long-tail keywords using the Keywords Everywhere tool.
On Feature Selection from Time-Frequency Images

The objective of the paper is to evaluate features of time-frequency images for change detection purposes. The features are obtained by extrapolation from time and frequency domain. Six features are considered from time domain, based on statistical moments. From frequency domain, the spectral flux and the spectral flatness are promoted. The feature selection process is based on the variance of the features, for the analyzed signal. The features with high variance are considered important and have assigned greater weights. Change detection is tested with a simple cusum (cumulative sum) criterion. The results obtained by computer-based simulations with real recorded signals reveal reliable discrimination of the change in the structure of the test signal. The design and the selection of the features in time-frequency domain is considered important and can be applied in various applications where time-frequency images are relevant.
Non-redundant high-integrity position estimation robust to sensor bias jumps using MGLR

This paper presents and experimentally evaluates an algorithm named Multiple Generalized Likelihood Ratio (MGLR) for detecting and estimating multiple consecutive measurement biases appearing frequently, in the case of non-redundant sensors; typically the case for a small drone or remotely piloted aerial vehicle. The algorithm itself is based on the Generalized Likelihood Ratio (GLR) algorithm by Willsky for bias detection and estimation, and introduces additional steps for continuously estimating, compensating, and eliminating measurement biases after detection. An experimental campaign using a car-mounted IMU and GNSS receiver in an urban environment shows the effectiveness of the approach to increase accuracy, consistency, and integrity of the estimate in non-redundant estimation with position measurements subject to time-varying bias.
Pollution indices of heavy metal contaminants in typical agrarian soil samples in Ihiala, South-East Nigeria

The contamination of soil with toxic metals poses serious threats to the survival of living organisms including humans. We determined the contamination levels of cadmium (Cd), chromium (Cr), copper (Cu), lead (Pb) and nickel (Ni) in soil samples from a typical agrarian soil in Nigeria, using various single and complex geochemical indices along with principal component analysis (PCA) for source determination. Ten soil samples (S1-S10) were collected from depths of 20 cm, with a clean shovel and brush from farmlands in Ihiala, South-East Nigeria. Three single pollution indices: geoaccumulation index (Igeo), pollution index (PI) and ecological risk index (Er), as well as four complex indices: pollution load index (PLI), Nemerow pollution index (PINemerow), average single pollution index (PIave) and Potential ecological risk (RI) were used for the geochemical analysis. The mean soil levels of Cd (1.94ppm) and Pb (60.83ppm) exceeded their corresponding world averages. The results of the single pollution indices of the soil samples revealed heavy Cd, moderate Pb and low Ni, Cr and Cu contaminations, while the PIavg, PINemerow and RI graded the soil samples as moderately to seriously polluted. The correlation analysis revealed that the general contamination was mostly contributed by Cd and partly by Cr. The findings showed that Cd and Pb were the main heavy metal soil contaminants in the area. The levels of toxic metals found in the soils could pose health and ecological risks. The probable sources of these metals include pesticides use and poor waste disposal systems.
RANCANG BANGUN WEBSITE PADA TOKO SEPATU WIASSHOP BERBASIS CUSTOMER RELATIONSHIP MANAGEMENT

The current era is the era of globalization, and many companies are starting to develop with increasingly sophisticated technology. CRM is a comprehensive tactic from the company so that every process of the customer life cycle can be utilized optimally. The purpose of this study was to establish a website for the CRM-based WiassShop Shoe Store. The method that will be built in this research is a website-based information system at WiasShop using the Waterfall system development method. The use of this method begins with listening to all obstacles, obstacles and suggestions from customers. Then a system design will be carried out that is tailored to the needs and complaints that have been submitted by customers, after which the development design is implemented in the form of a website. After that, the system will be tested to find out where the bugs (weaknesses) are, which will later be repaired and refined. This system will be built using Php Native and using MySQL database. Hasil penelitian yang penulis buat dengan judul Rancang bangun website pada toko sepatu wiasshop berbasis CRM adalah untuk memudahkan pengelola Wiasshop dalam melakukan pengolahan data produk, memudahkan dalam pencatatan data transaksi,dan mempermudah user dalam melakukan pembelian produk.
Rancang Bangun Sistem Informasi Pengelolaan Uang Sekolah di SMK Plus Bani Muchtar Rancaekek

In research conducted in the process of managing school finances at SMK Plus Bani Muchtar Rancaekek it still runs manually so that there are still many errors in the transaction process and in making reports. The purpose of writing this final project is to change the financial management information system at SMK Bani Muchtar Rancaekek from a manual system to a computerized system using Microsoft Visual Foxpro 9.0. This final project was made based on a descriptive method approach in collecting information data needed to make a picture of a situation, event, or trend that is developing. As for the system design using SDLC (System Development Life Cycle) with the waterfall model. Using design toos in the form of DFD, Structurt Chart, Flowmap and ER Diagrams.The system was created using Microsoft Visual Foxpro 9.0 and Foxpro database. With the design of the system made, it is expected to make it easier for employees in the Administration section and minimize errors that often occur in school payment transactions and also errors that occur in making financial management reports at schools.