IJISTECH
IJISTECH (International Journal of Information System & Technology) has changed the number of publications to six times a year from volume 5, number 1, 2021 (June, August, October, December, February, and April) and has made modifications to administrative data on the URL LIPI Page: http://u.lipi.go.id/1492681220 IJISTECH (International Journal Of Information System & Technology) is a peer-reviewed open-access journal published two times a year in English-language, provides scientists and engineers throughout the world for the exchange and dissemination of theoretical and practice-oriented papers dealing with advances in intelligent informatics. All the papers are refereed by two international reviewers, accepted papers will be available online (free access), and no publication fee for authors. The articles of IJISTECH will be available online in the GOOGLE Scholar. IJISTECH (International Journal Of Information System & Technology) is published with both online and print versions. The journal covers the frontier issues in computer science and their applications in business, industry, and other subjects. Computer science is a branch of engineering science that studies computable processes and structures. It contains theories for understanding computing systems and methods; computational algorithms and tools; methodologies for testing of concepts. The subjects covered by the journal include artificial intelligence, bioinformatics, computational statistics, database, data mining, financial engineering, hardware systems, imaging engineering, internet computing, networking, scientific computing, software engineering, and their applications, etc. • Artificial Immune Systems, Ant Colonies, and Swarm Intelligence • Autonomous Agents and Multi-Agent Systems • Bayesian Networks and Probabilistic Reasoning • Biologically Inspired Intelligence • Brain-Computer Interfacing • Business Intelligence • Chaos theory and intelligent control systems • Clustering and Data Analysis • Complex Systems and Applications • Computational Intelligence and Soft Computing • Cognitive systems • Distributed Intelligent Systems • Database Management and Information Retrieval • Evolutionary computation and DNA/cellular/molecular computing • Expert Systems • Fault detection, fault analysis, and diagnostics • Fusion of Neural Networks and Fuzzy Systems • Green and Renewable Energy Systems • Human Interface, Human-Computer Interaction, Human Information Processing • Hybrid and Distributed Algorithms • High-Performance Computing • Information storage, security, integrity, privacy, and trust • Image and Speech Signal Processing • Knowledge-Based Systems, Knowledge Networks • Knowledge discovery and ontology engineering • Machine Learning, Reinforcement Learning • Memetic Computing • Multimedia and Applications • Networked Control Systems • Neural Networks and Applications • Natural Language Processing • Optimization and Decision Making • Pattern Classification, Recognition, speech recognition, and synthesis • Robotic Intelligence • Rough sets and granular computing • Robustness Analysis • Self-Organizing Systems • Social Intelligence • Soft computing in P2P, Grid, Cloud and Internet Computing Technologies • Stochastic systems • Support Vector Machines • Ubiquitous, grid and high-performance computing • Virtual Reality in Engineering Applications • Web and mobile Intelligence, and Big Data
Articles
394 Documents
Analysis and Design of Anosmia Disease Diagnosis Expert System Using Forward Chaining and Certainty Factor Methods
Deosa Putra Caniago;
M. Abrar Masril
IJISTECH (International Journal of Information System and Technology) Vol 6, No 2 (2022): August
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa
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DOI: 10.30645/ijistech.v6i2.228
The nose is an important organ for the body as the five human senses, disorders often occur in the nasal organs, one of which is anosmia disease, ansomia is a disorder that occurs in the nasal organs that can eliminate the sufferer's ability to feel smells, basically anosmia is common, but in the midst of a serious pandemic. With research on Expert Systems using the Forward Chaining and Certainty Factor methods so that users can consult the system like consulting an ENT-KL specialist doctor with an accuracy of 96%
Impact of the Use of Dikti Edu Tablets on Students’ Achievement in Computer Assisted Language Learning Class
Tagor Manurung;
Melda Agnes Manuhutu;
Lulu Jola Uktolseja;
Sherly Gaspersz;
Abraham Manuhutu
IJISTECH (International Journal of Information System and Technology) Vol 6, No 2 (2022): August
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa
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DOI: 10.30645/ijistech.v6i2.241
The purpose of this research is to determine the impact of using the Dikti Edu Tablet on student achievement in the Computer Assisted Language Learning Class. Through this research, of course, researchers can find out the relationship between the independent variable, namely the use of Dikti Edu tablets, and the dependent variable, namely achievement. The research method is a quantitative research model using a survey in the form of distributing questionnaires to 20 students of the English Education Program. After collecting data, the data were analyzed quantitatively through SPSS 22 and the statements in the study used a Likert scale of 1-4. Based on the research that has been done, it is found that there is an increase in the learning achievement of English Education students at Victory Sorong University. This is evidenced by the value of the relationship between Edu Dikti Tablets and Student Achievement in English Language Education is 56%, while achievement is 44% which may be influenced by other factors not examined in this study. With the Edu Dikti Tablet, students are able to learn independently, creatively and innovatively so that they become educators who are ready to compete in the community
Implementation of Naïve Bayes Method in Classification of Nutritional Status of Toddlers at Pasar Ujungbatu Sosa Public Health Center
Heri Santoso;
A Armansyah;
Fitri Handayani Siregar
IJISTECH (International Journal of Information System and Technology) Vol 6, No 3 (2022): October
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa
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DOI: 10.30645/ijistech.v6i3.254
Health is a very important field in human life, there have been many studies or studies conducted in the health sector, for example nutrition problems. Nutrients are needed by humans to live healthy in order to be able to move and carry out daily activities. For the fulfillment of nutrition in toddlers is usually influenced by social and economic factors of the family. Toddlers' bodies need balanced nutrition to be able to grow and develop properly. The results of the SSGI in 2021 the stunting rate nationally decreased by 1.6% per year from 27.7% in 2019 to 24.4% in 2021. The data used in this study was 1114 toddler data. From the results of training and data testing consisting of 5 attributes, namely gender, age, weight, height, and upper arm circumference and there are 4 classes for class division, namely over nutrition, good nutrition, less nutrition and poor nutrition. And it is known that the accuracy by using 10 data samples gets an accuracy value of 80%. Thus, the system built using the Naive Bayes method is considered successful in classifying the nutritional status of children under five
Monitoring System Design Gravimetric Anesthetic Dose
Rika Wahyuni Arsianti;
Adrian Premy Ashary;
Kharis Hudaiby Hanif
IJISTECH (International Journal of Information System and Technology) Vol 6, No 2 (2022): August
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa
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DOI: 10.30645/ijistech.v6i2.235
Anesthesia is a very important step in surgery. Research on the fulfillment of the ideal criteria for anesthetic techniques continues. These inhalation anesthetics require slow induction times, are complex and expensive devices and cannot be performed if veterinary surgery is performed in the field. In this study, the technique used was anesthesia through gravimetric infusion. The purpose of this study was to monitor the dose of gravimetric infusion anesthesia using a load cell. The load cell sensor will send data to the NodeMCU to display the anesthetic dose that has been entered on the smartphone. The results of the gravimetric infusion anesthetic dose monitoring system produced a very small error of 0.004%. The error in reading the anesthetic dose is very important because the main factor of this gravimetric infusion anesthetic is the right dose to meet the criteria for ideal anesthesia.
Criteria For Giving Car Loans to Consumers Using Sugeno's Fuzzy Concept
Rio Rahmat Yusran
IJISTECH (International Journal of Information System and Technology) Vol 6, No 3 (2022): October
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa
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DOI: 10.30645/ijistech.v6i3.248
PT XYZ is a company engaged in car loans. This company sells various kinds of cars with credit payment systems. To ensure that the provision of credit is not bad, there are several criteria that are made by the company in accordance with the criteria that have been set. There are 4 criteria that are used as standards that must be met for consumers so that the car purchase system on credit is accepted. The 4 criteria include the capacity to pay off credit (Capacity), the ability of the customer's capital (Capital), the guarantee owned by the customer to bear credit risk (Collateral) and the customer's financial condition (Condition). The problem in this research is that there are often bad credit consumers who do not pay installments in accordance with the specified time. The purpose of this research is to help companies provide credit to consumers so that they are right on target. The settlement of this case uses Fuzzy Logic which is suitable to be implemented into a computerized system to take a decision. The method used in this study is the Sugeno method using the And operator and taking the MAX value. The final result of this study is in the acceptable range with a value of 196.33 . To see the other criteria, just input each x value into the existing system.
Development of an Information System for Sales of Building Materials in a Building Store Using Model View Controller (MVC)
Nur Hidayati
IJISTECH (International Journal of Information System and Technology) Vol 6, No 2 (2022): August
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa
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DOI: 10.30645/ijistech.v6i2.229
One area that has an important role in the business world is sales. There are different types of goods and services offered to the wider community and can be used to meet their needs. One example is the material of the building that is used as materials to build a house, building, school and other buildings. The building's material items are sold in the Building Store. However, most of the processing of data on the sale of building materials in the Building Store is still done conventionally, thus causing problems. Like, there were errors in data recording, data searches that took a long time, and the making of inaccurate sales reports. If this is allowed to happen, then the place of the venture could suffer a lot of losses and not be able to take the right steps to resolve the existing problem. Therefore, the place of the venture requires the construction of a system, especially for the sales information system. With the development of the system, it is hoped that we will solve existing problems and be able to monitor the performance of the system and evaluate it well. And in the development of the system, it has to be supported with the use of the right method, where one of the methods that can be used is MVC (Model View Cotroller). Using this MVC, we can see the data structure used, the view and also the list of programs for the creation of the program application. The sales program applications generated from the development of this system, of course, are very much expected to help improve the existing system and improve the service and generate accurate data
Performance Analysis of Lossless Type of Compression Algorithm in Compression Data
Surya Darma Nasution;
Imam Saputra
IJISTECH (International Journal of Information System and Technology) Vol 6, No 3 (2022): October
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa
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DOI: 10.30645/ijistech.v6i3.242
As a result of processing data in the form of documents too often, document files accumulate on storage media and make the storage media lack free space. One solution that can prevent this is data compression. In this study, we will try to analyze the performance of lossless algorithms, some of which are: Goldbach's Algorithm, Fibonacci's Algorithm, Rice Codes Algorithm, Additive Codes, and Yamamoto's Recursive Codes Algorithm. The main reason why a comparison is needed is to see which algorithm is the best, it is worth doing as a basis for making applications that can compress data because application users want the best results for them, and in this case, are those that can compress files and produce the smallest size compared to other algorithms. The data to be compressed is text data. The results obtained from the test are the Goldbach Codes and Fibonacci Codes algorithms are superior to the third algorithm and several times have the same results, namely compression ratios of 60% to 68% and space savings ranging from 32% to 40%.
Designing The Concepts of “The Maturity Level of Netizen”: How To Manage Comment & Critics Profiling 1.0
Sasono Wibowo;
Indra Gamayanto;
Dewi Agustini Santoso
IJISTECH (International Journal of Information System and Technology) Vol 6, No 3 (2022): October
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa
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DOI: 10.30645/ijistech.v6i3.255
Social media is a new life influenced by the development of information technology. This development raises problems in comments and criticism on social media and the rapid growth of hoax information that affects many sectors of life. This article is the development of two journals: The Development and Implementation of Wise Netizens (E-Commentary) In Indonesia & Social Media and Changing Communication Patterns. The method used is the Johari window, and this method is developed and combined with the concept of comments and criticism on social media. The result of this article is a formula N=K.C2, a unique formula made for netizens and the seven stages of wise netizens (The maturity level of netizens). Furthermore, this formula and framework will provide netizens with a solution to assess them. To what extent a netizen has become wise in making comments and criticisms on social media? Furthermore, these stages will be used to find out, analyze and assess the extent to which comments and critics made by netizens have reached a level that has a standard of communication quality, share their knowledge, and have a two-way discussion.
Implementation of Data Warehouse for Food Sales Strategy Using Snowflake Schema Model
Rima Tamara Aldisa;
Mohammad Aldinugroho Abdullah
IJISTECH (International Journal of Information System and Technology) Vol 6, No 2 (2022): August
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa
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DOI: 10.30645/ijistech.v6i2.236
Waroenk kids collage is a restaurant that sells various types of food menus and is located in Indonesia, Jakarta. This restaurant has data that accumulates and accumulates without any continuation of that data. This is not supported by the final report. Therefore, it is necessary to build a data warehouse that can be used as information for waroenk restaurant owners for college children. One of the important processes in the operation of the data warehouse is the process of copying data from the operational database. Before the data enters the data warehouse, the ETL (extract, transform, load) process is carried out on the data. This scheme is designed for the data warehouse at Waroenk Anak Kampusan using the Snowflake Schema model. The results of the research show that the Waroenk Anak Kampusan data warehouse has four tables (product table, price table, service table and customer dimensions), has one real table, namely the Sales table. All sales data can be monitored by the owner and can find out the total sales data.
Depth First Search Algorithm In Solving the Shortest Route Using the Concept of Generate and Test
Alvendo Wahyu Aranski
IJISTECH (International Journal of Information System and Technology) Vol 6, No 3 (2022): October
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa
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DOI: 10.30645/ijistech.v6i3.249
Depth First Search Algorithm is a search process to find the right solution that requires short memory and time in finding the Goal. The problem in this research is the difficulty of salesmen to find alternative short routes to arrive at the final node as consideration for finding solutions. The purpose of this study is to find the shortest path so that salesmen can easily and quickly get to the final solution by saving time and mileage. The Generate And Test concept consists of combining the Depth first search algorithm with the backward tracking process. All processes must be completed before the testing process is carried out. If the General And Test process is carried out sequentially or systematically, it will get the best value in finding a solution, the weakness if the search process is large or extensive then the search process takes a very long time. How it works Generatr and test, namely 1. Generate possible solutions in the form of state states with the concept of a one-position path to the destination path. 2. Test, select whether the solution can be accepted according to the existing criteria 3. If the solution has got the Goal then the search is stopped, if not then the process is continued until finding a solution. The final result of testing the shortest route is A-B-E-J-P-S-U = 25+21+24+24+17+18=129