Jaringan Syaraf Tiruan dengan Metode Learning Vector Quantization (LVQ) dalam Menentukan Klasifikasi Jenis Tilang Berdasarkan Kendaraan

Learning Vector Quantization (LVQ) is a method of classifying patterns in which each output represents a particular category or class. The author uses the LVQ method to classify the type of ticket based on the vehicle that his research had previously conducted at the Simalungun District Prosecutor's Office. In this study, the author provides a solution to facilitate the filing of ticket data in the Simalungu District Prosecutor's Office, so that the data that has existing tickets can be classified according to their respective types. The results of this study indicate that LVQ is able to classify with an accuracy rate of 76.0%.

Pengaruh Penggunaan Media Teknologi Informasi Untuk Meningkatkan Hasil Belajar Siswa Kelas X MAN Asahan

The main problem of this research is how is the influence of the use of information technology media on the learning outcomes of students in Asahan's Fiqh X MAN subject. The subject matter is then broken down into a number of subproblems or research questions, namely: 1) How the learning outcomes of students in Asahan Class X Fiqh subject taught by using information technology media and, 2) How students learn in class Fiqh subjects X MAN Asahan who is not taught to use information technology media, 3) Is there any influence on student learning outcomes on subjects taught and those who are not taught using information technology media in class X MAN. This type of research is classified as quantitative (experimental quasy) which aims to determine the effect of information technology media on the class X MAN Fiqh Asahan subjects. With the research design used is Nonequivalent control group design. the sampling technique is purposive sampling. The method of data collection conducted by researchers is a test. The form of the test used is a multiple choice multiple choice objective test. The research results from the calculation of the value with the help of computer program Statistical Package for Social Sciences (SPSS) version 24.0 for windows illustrate that there are significant differences in learning outcomes between classes using Information Technology media and classes that do not use Information Technology media. With a significance value of 0,000

Pendekatan Pengembangan Metaheuristik dalam optimisasi kombinatorial

Combinatorial problems are problems that have a finite set of feasible solutions. Although in principle the solution to this problem can be obtained with complete enumeration, in complex problems it takes time that cannot be practically accepted, combinatorial analysis is a mathematical study of the arrangement, grouping, ordering, or selection of discrete objects, usually limited in number (finite in number) , many combinatorial optimization problems have been generated by research in computer design, computational theory, and by computer applications on numerical problems that require new methods, new approaches, and new mathematical insights, on combinatorial optimization, the function g (x) is defined as mapping g: {0,1} n → {0,1}, obtaining feasible regions Most methods for solving combinatorial optimization problems propose feasible regions, namely areas that are constrained by problem constraints after relaxation such as counts or binary variables, Field slices generally use the metaheuristic method proposed by para Other researchers, for example Genetic algorithms, simulated annealing, taboo search, plant propagation, methods do not use feasible regional concepts, but proposing the starting point for abstract completion is a brief summary of the paper to help readers quickly ascertain the research objectives and match the research needs.

Sistem Pendukung Keputusan Penentuan Kelayakan Penerimaan Sertifikasi Guru Pada (Sd Negeri 104214 Deli Tua) Menggunakan Metode Topsis

Public Elementary School 104214 is one of the public elementary schools in Delitua sub-district. Teacher data processing to determine eligibility for receiving certification is still done manually so it requires a relatively long time. To be able to help the processing of teacher data the decision support system was built using a web-based TOPSIS (Technique for Order Preference by Ideality) Ideal method, which can improve the efficiency of teacher data processing time. Development of the system uses the PHP programming language and MySQL database for data storage. The final results obtained are Decision Support Systems Determining the Feasibility of Receiving Teacher Certification in Delitua 104214 Public Elementary School using the TOPSIS method, which can assist the school in handling data collection data.

Rancang Bangun Sistem Informasi Pendistribusian Barang Pada PT. Akbar Nusantara Perkasa

PT. AKBAR NUSANTARA PERKASA is a company engaged in the distribution of factory machinery goods. Distribution itself is an activity of distributing goods from suppliers to customers so that their use is appropriate (type, amount, price, place and time) needed. But in terms of the distribution of goods the company still has problems in terms of data searching that requires a long time, archiving data that requires extensive space, data recording errors that occur due to human error and the presentation of unprepared reports due to long data collection. Through this research, the author in an effort to design and build a computer-based information distribution system that will create not only accurate, fast and relevant information but also can overcome the problems faced by the company. In conducting this research the supporting components in this methodology are with activity diagrams, use case diagrams, class diagrams, sequence diagrams and entity relationship diagrams. While the implementation and supporting software uses the VB.Net and MYSQL programming languages. By developing an information distribution system design of goods is expected to help and reduce problems at PT. AKBAR NUSANTARA PERKASA in goods distribution activities.

Kewirausahaan Teknologi Informasi Sebagai Media Peningkatan Kreatifitas Mahasiswa Di Era Ekonomi Digital

This study aims to provide an overview of the importance of increasing creativity and innovation in facing the era of digitalization. STMIK Royal Kisararan as the research location where the population of the research is 120 students in 5th semester whose take IT entrepreneurship courses. Used cluster sampling as the sampling technique and the sample are 60 students. This research is designed as descriptive analysis research. The Techniques Data collection is done by structured interview method where the researcher composes several questions as interview guides. The observation method used is structured and non-participant observation. Structured observations and observed aspects are: Student's abilities to create something new and different (ability to create new and different), Creativity and innovation to solve problems, Student's understanding about business in IT field. While non-participant observation is done by observing through blogs, Instagram and other social media used by students in completing assignments. Interview results supported by observations show that respondents understand the current digital economic era where there have been changes from conventional ways towards modernization with the use of technology. Respondents were also able to identify opportunities and challenges faced in the future and be able to evaluate the competencies that must be possessed to be able to compete in the digital economy era.

Penerapan Fuzzy Tsukamoto Dalam Usaha Katering

Food is the main need for humans, so the food business is growing, one of which is catering business. With the catering business it is increasingly easier for people to provide food needs at certain meetings or events. In carrying out its business, entrepreneurs must create different advantages to attract consumer interest. One effort to make the catering business run smoothly is by predicting the amount of income. One of the methods that can be used to solve this problem is the fuzzy Tsukamoto method. Where in this study using 3 variables, namely the ordering variable (X) has a few and many fuzzy sets, the price variable (Y) has an affordable and low set, and the income variable (Z) has a low and high set. The calculation results from the prediction of the amount of income that will be obtained by Sumatra culinary catering with 400 orders and the price of Rp. 13,000 is 4,620,000 per week.

Penetration Testing Untuk Deteksi Vulnerability Sistem Informasi Kampus

Security is an effort that can be done to protect the information contained in it which refers to confidentiality. Information systems that are centrally prone to various types of attacks such as DoS, SQL Injections, Cross Site Scripting (XSS), Clickjacking, CSRF / Cross-site request forgery and so on. This will be a polemic for the information service owner and manager. The method to be carried out in this study is to do penetration testing to audit the security of the campus information system webserver. This activity aims to identify and exploit vulnerabilities in the web server. In this study, several tools will be used as a tool, including WHOIS, NMAP and Acunetix Web Vulnerability Scanner. Tests carried out are to look for vulnerabilities on the web server while the level of vulnerability that will be detected in this test sawill be inter alia higt risk, Medium risk and low risk. The aim is to find out the weaknesses in the web server so that in the future it can avoid DoS attacks, CSRF / Cross-site request forgery, Cross Site Scripting (XSS) and clickjacking. The results of this test are expected to be an input for the management of campus information systems for the future can be made improvements to existing weaknesses.

Pemanfaatan Dan Pemilihan Mainan Edukasi Anak Usia Dini Yang Baik Sesuai Didikan Islami Di Era Generasi Milenial

A good environment and education will familiarize children with good deeds and vice versa. As wealth, having children is also a pleasure and pleasure for every parent. But what must be considered is how to be able to process the test as well as possible, especially in the current millennial generation era where the virtual world seems more real than the real world, communication between children and parents is not a little stretched even influenced by freedom cultures in outside the limits of religious tolerance. Based on these problems parents should be able to use and choose children's educational toys that are good in accordance with Islamic education in order to get positive values that will produce goodness. To produce the best children's educational toys according to Islamic education, the researchers collaborated on the mechanism of using the Decision Support System with the TOPSIS Method. The criteria that have been determined are Benefits, Security, Content, and quality. Based on the criteria that have been determined then there must be various alternatives chosen, namely Laptop Toys, Smart Hafiz, Children's Tablets, Apple Quran, and Iqro Beams. After using the TOPSIS method, it will be found the best educational toys according to Islamic education

Analisis K-Medoids Dalam Pengelompokkan Penduduk Buta Huruf Menurut Provinsi

Illiteracy is the state of being unable to read and to write for communication. A large number of people still experiencing illiteracy in a country is one indicator showing that the country is still not developed. As many as 3.4 million people or around 2.07% of the population in Indonesia are still illiterate. This study aims to create a grouping model using the k-medoids algorithm. The k-medoids method is a clustering method that serves to break down datasets into groups. The data used is sourced from the Central Statistics Agency. Entered data are percentage of illiterate population in 2009-2017. The number of records used is 34 provinces which are divided into 3 clusters namely high cluser, medium cluster and low cluster. From the results of k-medoids calculation, one (1) province was categorited as a high cluster, twelve (12) provinces as a medium cluster and twenty-one (21) provinces as a low cluster. The implementation process using the RapidMiner 5.3 application is used to help find accurate values. It is hoped that this research can be used as one of the bases for decision making for the government in an effort to equalize the level of illiteracy according to the province which has an impact on reducing of illiteracy rates in Indonesia.