Reviewerly/exHarmony huggingface dataset:
IMPLEMENTASI SISTEM PAKAR UNTUK DETEKSI DINI COVID VARIAN OMICRON MENGGUNAKAN ANALISIS KORELASI PEARSON (r)

Corona Virus Disease, which is often known as Covid-19, is a virus whose transmission is very fast and dangerous. Covid-19 then mutated into Covid Omicron. According to WHO, the Covid Omicron variant has been detected in 57 countries (15 December 2021). The emergence of a new variant of Covid, namely Covid Omicron, is a new threat to the world because the spread of this variant of Covid is quite fast compared to other variants. The purpose of conducting this research is to test whether an Expert System using Pearson Correlation Analysis (r) can detect early Covid Omicron. Early detection of Covid Omicron is done by transferring knowledge related to Covid Omicron into a computer, then calculating the correlation (????) between patient data and information data from experts, then analyzing it by determining t_count, comparing t_count with t_table, and concluding the hypothesis from Pearson's correlation analysis ( ) that has been done. Based on the research that has been done, the Covid-19 early detection system using Pearson correlation analysis (r) can provide a link between input variables (x) and output variables (y) with proof through experiments between manual analyzes and system analysis that can provide the same good output.
SISTEM INFORMASI E-MADING (SI-EMA) BERBASIS WEBSITE SEBAGAI SARANA PENYALURAN KREASI PADA LITERASI SEKOLAH

An information system is a set of tools used to obtain and manage information. At this time, the use of information systems in everyday life is very much and varied. Many companies or institutions are switching from conventional systems to computerized systems. This is because information systems can simplify business processes from traditional or conventional systems. School wall magazines are an important facility for students and schools to convey important information related to education, talent development and student careers. However, over time, conventional wall magazines have many problems such as damaged information sheets and limited information display space, the information on display must be accessed. directly causing students to crowd to get information, limiting access rights to display information. By using a qualitative method, this study succeeded in developing a software called the e-mading information system (SI EMA). in a structured way, SI EMA can be explained using the waterfall method. The creation of a website-based wall magazine aims to add value and function to conventional wall magazines to become more efficient and of high quality. The SI EMA website has changed the publication of conventional papers to be computerized, the use of paper media or printed documents has become electronic media, articles or written works are not easily lost because they have been documented on the website, the appearance of written works has become more attractive. With this renewal, problems can be resolved properly and are able to help schools and students not only in obtaining information more effectively and efficiently but also as a creative means to express their creativity.
SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN SEPEDA MOTOR BEKAS MENGGUNAKAN METODE WASPAS

This study aims to solve the problem of selecting second-hand motorcycle purchases from the general public by CV. Asli Pematangsiantar Motor. Asli Motor Pematangsiantar is a second-hand motorcycle dealer that accepts purchases from the public. In assessing the price and quality of used motorbikes offered by the public to the Asli Motor Pematangsiantar dealers, this company still uses methods based on unmeasured appraisals, resulting in a lack of standard certainty in choosing to buy used motorcycle from the public. To solve this problem, a Decision Support System was designed that can be used as a tool in determining which motorbikes are worth buying from the public. The Decision Support System used to solve this problem uses the Weighted Aggregated Sum Product Assessment (WASPAS) method. The criteria used in this DSS consist of the year of the vehicle, the advantages and disadvantages of the vehicle, the completeness of the documents and the bid price. The results of data processing using WASPAS method consist of alternatives with the greatest value A007 with a final result of 38.9583. With the application using WASPAS method, the selection of the best vehicles offered by sellers to Asli Motor dealers can be carried out effectively and efficiently.
DATA MINING UNTUK KLASIFIKASI STATUS PANDEMI COVID 19

We all know that since the number of Covid-19 cases has increased in Indonesia, many problems have arisen in society. Covid-19 has crippled the socio-economic conditions of all Indonesian people. As a result of the Covid-19 problem, the Indonesian government must establish policies such as issuing rules for social distancing, and also calling for Work From Home for those who work as employees, imposing restrictions on each region, building hospitals to handle Covid-19, and others. With the existence of government policy decisions will have an impact on all people, both the community. Socio-economic problems arise and have a direct impact on society. The purpose of this study is to prediction the covid 19 pandemic. This study applies data mining techniques with the naïve Bayes algorithm with software implementation using Tanagra software. The results of this study can be used to see the clustering pattern of the Covid 19 pandemic, and it can be seen from the results of the probabilities of the Covid data so far for the spread of Covid 19 which has 90.7% correct predictions and 9.3% wrong predictions.
KLASIFIKASI PENYAKIT PARU-PARU DENGAN MENGGUNAKAN METODE NAÏVE BAYES CLASSIFIER

The lungs are one of the organs of the human body that are very important in the process of respiration. There are several types of lung diseases, including Asthma, Bronchitis, Dyspnea, Pneumonia, COPD, and Tuberculosis. There are difficulties in the classification process, because the symptoms shown by sufferers have similarities between diseases. The purpose of this research is to classify lung disease using the Naive Bayes Classifier method. The choice of this method is because it only requires a small amount of training data to determine the estimated parameters needed in the classification process. This research was conducted at the Regional General Hospital Major General HA Thalib City of Sungai Full from August 3 2022 to September 3 2022. The data taken was in the form of medical records of lung disease patients from July to August as many as 134 patient data containing 19 symptoms disease and 6 disease diagnoses. From the test results using the Rapidminer application and data separation in the form of 34 testing data and 100 training data with a data comparison of 7:3, an accuracy value of 97.06 was obtained.
IMPLEMENTASI ALGORITMA VIGENERE CIPHER UNTUK ENKRIPSI DAN DEKRIPSI PADA PERESEPAN DATA OBAT DI PUSKESMAS MERTOYUDAN 1 KABUPATEN MAGELANG

Puskesmas is a place to provide health and medical services for the community. Every patient who seeks treatment at a doctor at the health center always gets a message containing a prescription for the drug. The problem that often occurs is the large number of drug prescribing processes that occur without being based on a system, can cause errors in drug prescribing and can be fatal for patients. The purpose of this research is to make an electronic encrypted prescription application using the Vigener Cipher method. The implementation of this system uses the Vigener Cipher Algorithm in securing prescription drug data. The Vigener Cipher algorithm can perform encryption and decryption processes. System Design with Context Diagram. The result of this study is that the application of drug prescribing data using the Vigener Cipher Algorithm has been able to secure drug prescribing properly. In the PARASETAMOL Drug Data Test, key: CXWDFHHJYVW, result: RXNDXLAJKJH. Functional Testing Results obtained results that are accepted in all test scenarios and Validity Test Results obtained 100% valid results.
PENCARIAN RUTE TERPENDEK PADA APLIKASI OJEK SAMPAH DENGAN MENGGUNAKAN ALGORITMA DJIKSTRA

Currently there is a transportation service at the Sorong Raya Garbage Bank. Customers for transport services are increasing day by day and this makes it difficult for drivers because they have to determine short routes every day. If the driver does not know the exact address and determines the shortest route, this will result in inefficient use of time and wasted fuel. This can also have an impact on the services provided to customers so they are not optimal because they are late or not on time. Based on the existing problems, a solution is given in the form of an application that aims to determine the shortest or closest route between each address that will be visited by the garbage collection car, this is to support the effectiveness of waste collection by providing information to the driver in the form of the shortest path to be traversed. Applications are made using the Dijkstra algorithm approach for mobile applications on the Android platform. The application is equipped with a description of the trip, estimated travel time, and alternative routes to each address. The result of the application made is that the application can implement the Djikstra algorithm which can be applied and succeeds in determining the shortest distance for the process of transporting garbage to residents' homes based on the initial address input from the driver to the pick-up destination address.
PEMILIHAN PROPOSAL KEGIATAN MAHASISWA WIRAUSAHA MERDEKA TERBAIK MENGGUNAKAN METODE MOORA

Entrepreneurial activities in the student environment create business opportunity activities through needs and market analysis. The form of entrepreneurial activity is a direct practice of entrepreneurial learning that has been carried out in a planned and programmed manner, products and services are a manifestation of this program. Based on this, this activity is expected to generate entrepreneurs among students who are able to provide jobs. This study aims to design a decision support system (DSS) for selecting the best independent entrepreneur student activity proposals using the MOORA method. The criteria used are administration, type of business, business location, business plan presentation, and interviews. The three best proposals obtained from the results of this study include: the 1st place was won by the PMWM_01 group with a score of 0.37971, the 2nd place was the PMWM_06 group with a score of 0.37316, and the 3rd place was the PMWM_03 group with a score of 0.37085.
SISTEM PENDUKUNG KEPUTUSAN UNTUK MENENTUKAN PENERIMA BEASISWA MENGGUNAKAN METODE ELECTRE

This study aims to address the problem of determining whether or not students are eligible to receive scholarships at SMP Pembangunan Bagan Batu. Determination of scholarship recipients is done by building a computer-based decision support system that helps make it easier to determine students who are entitled to get the scholarship. Decision support system built using the Electre method. The criteria used in the DSS Electre Method consist of the Average Student Report Card Score, Total Parental Income, Total Dependents of Parents, Total Achievements of the student with a weight of 3,3,2,2 for each criterion. The final result of the DSS Electre method is a recommendation through favorable matrix data which is determined based on the highest number of 1s. The results of this research case study, alternatives with a value of at least 1 can be eliminated. The biggest score was obtained by Alternative Siswa_01 with the highest score of 1.
DESAIN ARSITEKTUR DATA WAREHOUSE PADA DATA TRANSAKSI PENJUALAN ROTTE BAKERY

The increasingly fierce competition between competitors requires companies to be able to compete and maintain their existence in order to continue to grow, for that utilizing information technology such as data warehouses will play a large enough role, because optimal data processing will produce quality information in supporting companies to take appropriate policies. as well as increasing the productivity and effectiveness of the company's performance. The application of the data warehouse can be started by making an architectural design that will be made, for that the researcher aims to provide recommendations for the design of the data warehouse architecture on the sales transaction data of Rotte Bakery by applying the Nine Steps Kimball method. The final result of this research is the application of the Nine Steps Kimball method and the integration of transaction data through the ETL process (extract, transform, load) successfully produces data stored in the data warehouse only the data that is needed and has been uninformed, so that data processing only takes a long time. shorter time in supporting appropriate policy making and achieving business strategies in order to be able to keep pace with the business competition
KLASIFIKASI PENERIMA BANTUAN SOSIAL DI DESA BATUAH MENGGUNAKAN METODE ALGORITMA C4.5

Batuah Village, Seranau District, Kotawaringin Timur Regency is a village with a difficult economy. The population is increasing, the problems of life are also getting more diverse. Every citizen needs a decent life, so the government held a social assistance program for the residents of Batuah village. This program is expected to help underprivileged families as one of the government's efforts to overcome poverty. Food assistance must be given to people who are entitled to receive it. But sometimes there is still social jealousy caused by the closeness of neighbors and other factors. Other problems that occur include registered residents who have died still receiving assistance, residents who had problems last year still received assistance, and there were residents who received double social assistance. The purpose of this research is to build a simpler role or decision tree to determine the recipients of social assistance. In addition, this study also aims to determine the values of precision, recall, and accuracy. The algorithm used to build the decision tree is Algorithm C4.5. The results of the study using 100 data samples showed that the algorithm's performance reached an accuracy value of 93.00%, a precision value of 100.00%, and a recall value of 65.00%. The performance of the algorithm produced in this study is included in the very good category so that the decision tree resulting from this study can be used as a recommendation to determine social recipients in Batuah village.
PENERAPAN METODE GENETIK PADA SISTEM INFORMASI PENJADWALAN PERKULIAHAN STMIK JAKARTA STI&amp;K

Lecture activities from a university are increasingly complex along with the number of scientific fields in a study program. One of these complications is the scheduling of courses given to students and supporting lecturers. The number of courses and the large number of lecturers make the scheduling process require extra in managing it. STMIK Jakarta STI&amp;K is a college in the field of computers that has several study programs in the field of computers consisting of the Information Systems Study Program, Computer Systems and Information Management. At the beginning of each lecture, they often experience difficulties in scheduling the lectures. The need for a system that can process scheduling data is very important so that it can help maximize the process so that lecture activities are more organized. Answering the problem of the complicated process of scheduling lectures for students and lecturers, in this study a scheduling system was developed using the Genetic Method. The use of this genetic method can minimize scheduling conflicts between courses, between lecturers and between classes. The development of this scheduling system was developed using the PHP language and MySQL database so that it can be applied online so that the results can be directly informed to lecturers and students. Based on the application of the system developed, it helps the scheduling department of STMIK Jakarta STI&amp;K faster in making schedules because it minimizes schedule conflicts, informs schedules more quickly so that all lecturers and students are better prepared. The comparison of the average speed of making schedules manually and using genetic methods is between 69.67 and 69.72.
SISTEM PENDUKUNG KEPUTUSAN DALAM MENENTUKAN KETUA HIMAPRODI MENGGUNAKAN METODE WEIGHTED PRODUCT

Himaprodi Tekkom is one of the student organizations at the level of the Computer Engineering Study Program on the Uniska Kediri campus and includes intra-campus organizations as well as extra-curricular activities that can be selected and participated in by each student. The term of office of the chairman of Himaprodi is one year; when the term of office ends, the selection of the new Himaprodi chairman will be held at the time of the musma. In its selection, Himaprodi Tekkom still uses manual methods that make it too time-consuming and less efficient. In order to be effective and efficient, and moreover, the study program is a computer engineering study program, a website-based recommendation system was created to determine the candidate for the new Himaprodi Chairman using the weighted product method as a data processor based on six criteria that have been given, including leadership, wisdom, competence, responsibility, communicativeness, creativity, and innovation. The results achieved from this study were to use the weighted product method, so Arif Nur Huda's name was chosen as the new head of the Himaprodi Teknik Komputer with a value of 0,447.
PEMBANGUNAN E-LEARNING SENI BUDAYA BALI BERBASIS WEB

Gahita.Com is a web-based e-learning platform, which provides videos for learning Balinese art and culture. The development of a Web-based Balinese Cultural Arts e-Learning information system on Gahita.Com has been successfully completed in accordance with the Team's agreement. Development is carried out using the Scrum Method where the work is organized into a unit called a backlog so that each progress can be easily tracked. Functionality testing carried out using the blackbox testing method on the development of Gahita e-Learning which consists of Login, User Profile, e-Learning Access, Quiz and Certificate can be said to work as expected. Testing is carried out by testers or product owners without knowing the details of the code implementation of the features or functionality being tested, so that the testing phase can be carried out more flexibly without considering the code aspect. The qualitative approach between the author and the resource person resulted in an alarming statement for the future of cultural arts being eroded by globalization which was considered to have a negative impact so that an e-learning information system was built in which there was a digital library which is expected to be useful for the next generation of cultural arts in Bali.
Job fulfilment and its related variables among pharmacy certificate holders in Jordan: A Cross-sectional Study

Background:The feeling of contentment one has with their job is referred to as job satisfaction.The quality of health care, processes, and services are directly impacted by pharmacists' job satisfaction, which is a key factor in influencing their motivation.Nevertheless, there hasn't been much research done to evaluate the employment satisfaction of Jordanian pharmacists working in various professions and locations.This study assessed the job satisfaction level among all pharmacy certificate carriers (Doctor of pharmacy, pharmacists, clinical pharmacists, industrial pharmacists, academic pharmacists, and assistant pharmacists) in Jordan and the elements that influence their level of job satisfaction which finally affect their job performance and employee turnover.Methods: This cross-sectional inquiry comprised Jordanian pharmacy certificate holders.Online national surveys on job satisfaction were conducted using a reputable, well-designed questionnaire.The questionnaire has 22 criteria for measuring job satisfaction.Logic regression analyses were utilized in order to examine the relationship between sociodemographic variables, work satisfaction indicators, and overall job satisfaction levels.Results: The study received responses from 236 pharmacy certificate holders.The mean introducing age was middle age (30-39yrs) (52.6%), with the majority being females (87.5%).The overall job satisfaction level reported by participants had a mean score of 2.97, with 14.4% of them being satisfied with their jobs.Salary and a lack of promotion opportunities were found to be significantly related to overall job satisfaction (p = 0.001, p=0.011 respectively).Conclusion: The majority of Jordanian pharmacy certificate holders were dissatisfied with their jobs.Increasing salary and advancement opportunities would increase job satisfaction among pharmacy certificate holders in the country.There is a need for effective human resource management and policy revision in the pharmacy sector in Jordan.
role of peer review in the evaluation of research in Italy. Some remarks on the evaluation of PRINs

This contribution proposes some remarks on the evaluation and financing mechanisms of PRINs – Progetti di Rilevante Interesse Nazionale, promoted in Italy by the MUR - Ministry of University and Research, in the context of the critical issues and evolution prospects of peer review, of which a summary state of the art is presented. Starting from the partial and incomplete data made available on the MUR website dedicated to PRINs, are listed and examined the projects financed for the current disciplinary sector M-STO/08 (Archival Science, Bibliography and Librarianship), in the years between 1996 and 2020, and those included in other disciplinary areas that have as their subject matters related to the contents of the academic field M-STO/08.
SURFACE NORMAL RECONSTRUCTION USING POLARIZATION-UNET

Abstract. Today, three-dimensional reconstruction of objects has many applications in various fields, and therefore, choosing a suitable method for high resolution three-dimensional reconstruction is an important issue and displaying high-level details in three-dimensional models is a serious challenge in this field. Until now, active methods have been used for high-resolution three-dimensional reconstruction. But the problem of active three-dimensional reconstruction methods is that they require a light source close to the object. Shape from polarization (SfP) is one of the best solutions for high-resolution three-dimensional reconstruction of objects, which is a passive method and does not have the drawbacks of active methods. The changes in polarization of the reflected light from an object can be analyzed by using a polarization camera or locating polarizing filter in front of the digital camera and rotating the filter. Using this information, the surface normal can be reconstructed with high accuracy, which will lead to local reconstruction of the surface details. In this paper, an end-to-end deep learning approach has been presented to produce the surface normal of objects. In this method a benchmark dataset has been used to train the neural network and evaluate the results. The results have been evaluated quantitatively and qualitatively by other methods and under different lighting conditions. The MAE value (Mean-Angular-Error) has been used for results evaluation. The evaluations showed that the proposed method could accurately reconstruct the surface normal of objects with the lowest MAE value which is equal to 18.06 degree on the whole dataset, in comparison to previous physics-based methods which are between 41.44 and 49.03 degree.