Reviewerly/exHarmony huggingface dataset:
A Recommendation Engine to Estimate Housing Values in Real Estate Property Market

A recommendation engine is an automated machine learning technique developed to filter some entities called people, properties or objects, products and movies based on user preference.This can be employed to express recommendation based on user interest determined by its market value.The increasing demand and limited in supply of housing properties limits the existing methods of operation to bear a heavy burden in recommending housing properties.This leads to information overload which made it difficult to search and recommend properties with respect to user's specific interest.These can be affected by its location and condition of property.Therefore; we proposed the use of a recommendation engine with collaborative technique in providing optimal solution to the challenges facing the housing market.This work is aimed at developing an efficient recommendation engine to estimate housing values.This serves to overcome the problem of information overload, help understand what the user wants and recommend properties with the most popular features.The implementation was done using logistic regression and K-nearest neighbor techniques with Python.The performance was improved with some fine-turned hyper-parameter values using the kaggle online dataset.The K-nearest neighbor produced 100% prediction accuracy recorded to be better than the logistic regression with 54.6% accuracy rate.
Data Leakage Optimization in Multi-cloud Storage Services

Now a days the use of cloud computing has increased speedily in many organizations.Cloud computing provides many advantages in terms of easy accessibly of data and also low cost.Data security is a major factor in cloud computing, as cloud users often store sensitive information in provided cloud storage providers.Recently the use of a single cloud is reduced because, the risks of service availability failure and the possibility of malicious insiders in the single cloud.So, many organizations preferred storing data on multiple clouds.Multi-Cloud Storage suggests to use the different distributed storage services.It is distributing information over different cloud storage providers and also it automatically provides a certain degree of data leakage control.But due to a large amount of data and unstructured distribution of information chunks can lead to high information disclosure even though using multiple clouds.It studies about the important data leakage problem caused by unstructured and less secure data distribution in mutlicloud storage services.To optimize the data leakage, it utilizes StoreSim, which data leakage aware storage system in the mutlicloud.StoreSim achieves this goal by using novel algorithms, SHA-1 algorithm efficiently generated signatures for data chunks and this signature computes the data leakages.Next, AES Algorithm is an effective data encrypted algorithm which reduce the attackability of sensitive data and also minimal data leakages across multiple clouds.The final analysis of proposed system are, reduces the risk of wholesale data leakage and also control data leakages.
Analisa Sistem Informasi Penerimaan Calon Taruna (Catar) dengan Menggunakan Metode McCall (Studi Kasus Politeknik Pelayaran Sumatera Barat)

Candidate Admission is an effort of the campus agency to obtain a Candidate Candidate in accordance with the criteria of each campus. With the information system for recruiting prospective cadets, it is expected to be able to overcome the problems that are often faced in accepting prospective cadets. McCall is one model that explains Software Quality Factor or software quality. This model has three main perspectives, namely product operation, product revision, and product transition. Product operation includes several factors, namely correctness, reliability, usability, integrity, and efficiency. The McCall method has good accuracy and detail so that it can be used to test and guarantee the quality of information system software. Testing is done using the McCall method calculation, the final results obtained from the calculation process, namely from the 30 test data there are 40.17% match the data from the system calculation. The sum of normalized matrices with weights per criterion shows alternative ranking closest to the criteria to the farthest from the criteria included in the Good Enough category.
The Quantum Equations of Numbers and Numerical Functions and Real Quantum Marker and Relation of the Degradation of Matter

In carrying out this work we have the great uncertainty of finding quantum solutions of digital functions.this work is done for the design of the quantum solutions of the numerical functions so that the reading of the digital numbers is more precise and detaches the numerical number of its own mathematical cellar and to release it in a quantum cube which will be to find equations much more complicated that thanks to digitized graphics to be more precise in our work.So we made the quantum marker based on these equations and on other demonstrations so that it is ready to use in digital functions.
Penerapan Metode Forward-Backward Chaining pada Sistem Pakar Pencegahan dan Pengobatan Penyakit Sapi

Increasing the population of cattle in Aek Nagali village, especially in hamlet V, really helps the economy of the community, the health of the livestock raised by breeders is important for the animals themselves. It is difficult for veterinarians in Aek Nagali village so that it is the custom of people in the village where when their cows are sick and dying they are immediately slaughtered and the meat is traded. Even though this does not mean that the cow is suitable for consumption or not because there is a cow disease that can be transmitted to humans when eating beef. The purpose of this research is to build an expert system-based system that can provide an overview or decision. The method used is Forward Chaining and Backward Chaining in diagnosing cow disease. The discussion is focused on applying Forward Chaining and Backward Chaining rules and applying them to the system. From the results of research, the backward and forward methods provide information on how to prevent and treat cattle disease so that breeders can know what steps to take.
Building a natural sounding Text-To-Speech system for the Nepali language: research and development challenges and solutions

Text-to-Speech (TTS) synthesis has come far from its primitive synthetic monotone voices to more natural and intelligible sounding voices. One of the direct applications of a natural sounding TTS systems is the screen reader applications for the visually impaired and the blind community. The Festival Speech Synthesis System uses a concatenative speech synthesis method together with the unit selection process to generate a natural sounding voice. This work primarily gives an account of the efforts put towards developing a Natural sounding TTS system for Nepali using the Festival system. We also shed light on the issues faced and the solutions derived which can be quite overlapping across other similar under-resourced languages in the region.
Artificial Intelligence (AI) in Pathology – A Summary and Challenges

This bibliographic study covers Artificial Intelligence (AI)theory and its applications from the healthcare field and in particular from the discipline of pathology. This review includes basics of AI, supervised and unsupervised machine learning (ML), various supervised ML algorithms, and their applications in healthcare and pathology. Digital Pathology with Deep Machine Learning is more advantageous over traditional pathology that is based on ‘physical slide on a physical microscope’. However, various implementation challenges of cost, data quality, multi-center validation, bias, and regulatory approval issues for AI in clinical practice still remain, which are also described in this study.
Studi Perbandingan Penerapan Model Pembelajaran Two Stay Two Stray dan Jigsaw Ditinjau dari Hasil Belajar Matematika

This study was aimed to discover the comparison of the cooperative learning model betweenÃÂ two stay two stray type and jigsaw typeon thesubject of patterns and row of numbers in SMPN 1 Gunungsari academic year 2019/2020. This researchis considered as quasi experiment group design in whish post test was used. The sample was taken using cluster random sampling, students of VIII-A and VIII-C were used as the sampel. The instruments used in this research were written test and observation sheets consisting of learning process, teacher and studentÃ¢â¬â¢s activities.The studentsÃ¢â¬â¢ score in using the two sttay two stray class shows an average score 63,67 with 26.66% classical completeness. While in the jigsaw class,the average of studentsÃ¢â¬â¢ score was 65,33 with 30.00% classical completeness. Although the result of both classes are low, but both classes haveÃÂ increased learning activities each meeting. The implementation of the learning model has been carried out 97%. Furthermore, teacher activities were coresponded with the study plans. The result of this study shows that there is no significant differences betweenÃÂ two stay two stray typeandÃÂ jigsawÃÂ type in cooperative learning modelon thesubject of patterns and row of numbers in VIII grade SMPN 1 Gunungsari academic year 2019/2020.
ViMoT - Development of Visual-Motor Tests Methodology Including the Adoption of Uniform Rules and Digital Test Development

The authors have previously researched and analyzed, both manually and with the help of a computer program, preschool and primary school children's performance in the eye-hand coordination test and their depth perception. The study used the standardized DTVP-2 test - a psychophysiological test, and it will report as a golden standard for evaluation of visual - motor and visual perception integration. Computer-aided test processing significantly accelerates the collection and acquisition of test results - as we know, time is now a very high resource that everyone needs to spare. We evaluated the stereo vision of 56 participants by using the TNO test and eye-hand coordination. The participants were children of preschool and primary school age. Twenty of them were from a school for children with cognitive disabilities. The TNO test results showed that 54% of children between the ages of 5.5 and 9.0 years old had 60 arcsec, 18% - 120 arcsec, and 29% - 240 arcsec. The DTVP -2 test execution rate shows a very strong correlation with the stereoacuity (r = 0, 90; p < 0, 05). A computerized DTVP -2 test performance coefficient shows a higher correlation with stereo (r =0, 99; p < 0, 05). The DTVP -2 performance coefficient related to stereovision value - the higher the eye-hand coordination performance coefficient, the lower are the stereo threshold value. The conclusions of master thesis research became hypotheses of PhD research and started developing a ViMoT methodology. The development of a new methodology (ViMoT) for assessing visual-motor coordination and visual perception in electronic format and the subsequent development of a computer program will facilitate many specialists' work. It will make it possible to devote more time to processing, but correction or help of an individual (patient), depending on his problem. By working in an interdisciplinary manner, there is an in-depth knowledge of the topic, researched, and new solutions relevant to e-learning. Ensures the quality of the research and increases competitiveness. The following primary research methods will be applied to achieve the aim of the study: theoretical data research as descriptive analysis, content analysis, and comparative method; mixed type of methods as both qualitative research methods and quantitative research methods – document use, case studies, surveys, focus groups discussions and interviews with target groups, experimental and practical testing of recommendations; analysis methods as descriptive analysis, statistical analysis, and others. Today's users and learners require a user-oriented and personalized approach, not only in applications but also in education. The primary study aims to develop components for improving e-learning and learning process Visual-Motor Test (ViMoT) methodologies based and a new computerized tool on visual science basic principles, psychophysiological, and learners' needs.
Secondary Musical Personality: Development of Spiritual Needs in the Educational Space

The article deals with the problem of developing the spiritual needs of the educational process subjects: students, teachers and employees of the University.The author presents the problem from the position of the aesthetic-semiotic approach, paying particular attention to the forming potentials of musical art masterpieces.The author argues that involvement in the music and creative activities of the educational process subject contributes to the development of a secondary musical personality based on the theoretical analysis of the music art impact on the personality development.The article reveals the content of the secondary musical personality concept.The author of the article presents the experience of implementing the culture-intensive educational Project "Opera and Ballet Theater in the Space of Elite Education."The Project aims at the spiritual, aesthetic, and creative development of students.The Project is implemented based on the classic University together with the Opera and Ballet Theatre.
Fossicking in Dominant Language Teaching: Javanese and Indonesian ‘Low’ Varieties in Language Teaching Resources

‘Low’ and ‘high’ varieties of Indonesian and other languages of Indonesia are poorly resourced for developing human language technologies. Many languages spoken in Indonesia, even those with very large speaker populations, such as Javanese (over 80 million), are thought to be threatened languages. The teaching of Indonesian language focuses on the prestige variety which forms part of the unusual diglossia found in many parts of Indonesia. We developed a publicly available pipeline to scrape and clean text from the PDFs of a classic Indonesian textbook, The Indonesian Way, creating a corpus. Using the corpus and curated wordlists from a number of lexicons I searched for instances of non-prestige varieties of Indonesian, finding that they play a limited, secondary role to formal Indonesian in this textbook. References to other languages used in Indonesia are usually made as a passing comment. These methods help to determine how text teaching resources relate to and influence the language politics of diglossia and the many languages of Indonesia.
APLIKASI RETENSI REKAM MEDIS MENGGUNAKAN MICROSOFT ACCESS

Medical record retention is a system that regulates the storage period for medical record files. Medical records officers are also involved in destroying medical records including in the retention process. The slow retention process resulted in a large number of medical record files piling up in storage racks so that the medical record space became narrow. Developing medical record retention applications using Microsoft Access. This research method is carried out by conducting a Literature Review with the Literature Study method. The data sources in this study were 3 journals by looking at the inclusion and exclusion categories. Analyze data in terms of similarities, inequalities, views, compare and summaries. The results of 3 literature study journals are medical record retention applications made with web-based methods and web-based imaging. The system design uses Flowmap, DFD (Data Flow Diagram) and ERD (Entity Relationship Diagram) and is implemented with the Microsoft Visual Basic.Net programming language and Microsoft Access as a DBMS (Database Management System). The medical record retention application is very helpful for officers in separating active and inactive medical record files, which are equipped with menus according to user needs. It is hoped that the next researchers on several related articles, further research is needed on designing applications using table data with server side processing.
Emotions and Illocutionary Acts Used by Polytechnic Students in Describing Online Learning Issue

As COVID-19 Pandemic hit the world, many fields of life need to face some changes. One of the affected areas is academic activity. Since the beginning of the outbreak, academic activity has been switched from class meeting to online meeting. There are various reactions towards the change of academic behavior among students. This article is aimed at classifying the emotions carried out in illocutionary acts used by the students of Politeknik Caltex Riau in regards to online learning issue which manifest in their writing. This research is a descriptive qualitative analysis in which data were collected from students’ essay writing under the selected topic. From 30 articles of students’ essay writing, 59 sentences were taken as data source. In analyzing the emotional classification, Goleman’s theory of emotional intelligence is used. Together with this theory, Speech Acts Theory by Yule (2000) and Illocutionary Acts Theory by Searle (1997) are used. The result of the study shows that there are four kinds of illocutionary acts used by the students in their writing with expressives appeared to be the most frequent illocutionary acts followed by representatives, directives and commissives respectively. There are five emotional classifications manifest in students’ writing i.e. love, anger, enjoyment, sadness, and irritability.&#x0D; Illocutionary acts, emotions
Online Learning Platforms for Teaching Indonesian to Foreign Speakers

The COVID-19 pandemic has had a massive impact on various areas of life, one of them being education. The enactment of regional restrictions made BIPA teachers in Indonesia shift from normal classroom teaching to virtual online classes. BIPA teachers now use different learning platforms to convey study materials or learning objectives to their students. Thus, technology has become a bridge between students and teachers not just in Indonesia but also for those from different parts of the world who are interested in learning Indonesian. One of the proficiency classes that require alternative learning platforms is the speaking proficiency class. In learning speaking skills, texts are not only presented in audio form but also as videos. Both forms require variations in the learning platform. Therefore, this research was conducted to describe the online learning platforms utilized by BIPA teachers, especially concerning their speaking skills where audio and video texts are included. Technology integration from various BIPA learning platforms is carried out based on the considerations concerning the heutagogical approach by treating BIPA students as adults who have autonomy in language learning.&#x0D; Keywords: learning platform, BIPA online, speaking skills
Evaluating the Relationship between the Internal Marketing and the Innovative Approach and its Impact on Employee Performance in Tourism Companies

The study evaluates the relationship between internal marketing, innovative orientation, and employee performance in Egyptian tourism companies. The practical study was conducted on a random sample of managers and employees of Egyptian tourism companies category (A). The study relied on a predesigned questionnaire to collect data, and It was analyzed by Spss V.22. The study results showed a significant positive impact of internal marketing on employee performance development through the innovation orientation. The study recommends applying internal marketing in all its dimensions in tourism companies.
Simple solution for low cost bandwidth management

Organizations in this era can't be separated from information technology, especially in communication and information sharing. The existence of information technology, especially computer networks, greatly facilitates agencies in terms of communication. Organizations that have used computer networks generally don’t have tools to handle security and bandwidth management issues in large numbers, resulting in wasteful use of bandwidth for unproductive purposes, such as accessing video streaming. The fact is professional tools to overcome the problem of security and bandwidth management issues are already in the market, but have hundreds of millions of priced. The high price of professional devices gave an opportunity to develop a bandwidth management system based on the integration of the remote authentication dial in user service (RADIUS) server and Mikrotik RouterBoard, at a lower cost. RADIUS server was chosen as a service for network security, because it supports the legal authentication for users via AAA protocol. The RADIUS server can be integrated with MySQL database, it can be developed SSO systems. Bandwidth management can be done with Mikrotik feature, but has the disadvantages of scalable storage, that problem can overcome by integrating Mikrotik and RADIUS server, then defining time doing data packet quota for the client and its implementation can help with hypertext preprocessor (PHP) scripts.
DISTANCE LEARNING FOR FOREIGN STUDENTS AS AN ATTEMPT TO SOLVE SOME PROBLEMS OF LANGUAGE TRAINING UNDER QUARANTINE

The article discusses current problems of foreign students’ distance language training in difficult quarantine conditions. It is noted that the transition to distance learning has become a huge problem for many countries. It has become a kind of methodological challenge for the teachers of Ukraine. Now distance learning is carried out with the help of modern information and communication technologies. The main models of distance learning, distributed in the world, and evaluates the effectiveness of some of them were named in the article. The author analyzes the reasons that negatively affect the effectiveness and quality of distance learning in Ukraine. Examples of participation in this process of certain categories of students depending on their ethnic origin are given. It is emphasized that a very important point in achieving the effectiveness of distance learning is to take into account the ethnicity of students and their psychological readiness to learn without the presence of a teacher. The author gives examples of participation in this process of certain categories of students depending on the country of origin. It turns out that the lack of feedback through personal contact with the teacher in the classroom among the standard material and subject environment can cause problems with self-esteem and self-confidence. The author pays attention for such psychological problem that happens with students is a feeling of isolation from the learning process as a ritual. This often gives rise to a violation of discipline, neglect of systematic work, increases the psychological load, which then leads to loss of academic success. The author gives examples of participation in this process of certain categories of students depending on the country of origin. It turns out that the lack of feedback through personal contact with the teacher in the classroom among the standard material and subject environment can cause problems with self-esteem and self-confidence. The author pays attention for such psychological problem that happens with students is a feeling of isolation from the learning process as a ritual. This often gives rise to a violation of discipline, neglect of systematic work, increases the psychological load, which then leads to loss of academic success. The article emphasizes that distance learning is in great demand now and helps to achieve certain results in language training. That is why the improvement of existing methods of distance learning and the creation of new ones, taking into account the ethnic characteristics of the contingent, is an important task. At the same time, the figure of a teacher becomes even more important, because for most foreign students it is very important to contact those who, with the help of their pedagogical skills, manage distance learning. This is especially important for first-year students.