JTIM : Jurnal Teknologi Informasi dan Multimedia
EISSN : 2684-9151
Published by: Sekawan Institute (10.35746)
Total articles ≅ 93
Latest articles in this journal
JTIM : Jurnal Teknologi Informasi dan Multimedia, Volume 3, pp 114-120; https://doi.org/10.35746/jtim.v3i2.161
Relational database systems that exist until now are only able to handle data that is definite (crisp), deterministic and precise. In fact, in real conditions, vague data is often needed for the decision-making process. For decision making involving fuzzy variables based on crisp data in the database, you can use a query on the database system with the concept of fuzzification on the data. In every educational institution, especially universities, there are several types of scholarships given to students. To get a scholarship, students must meet all the requirements that have been set. This study discusses the application of the Fuzzy Tahani algorithm for the recommendation of Academic Achievement Improvement (PPA) scholarship recipients at Bumigora University, Mataram. Data for PPA scholarship recipients was used in 2014 with details of the number of registrants 64 people and recipients (quota) of 15 people. Every year the number of applicants for this scholarship is increasing, while the processing and selection process is still done semi-manually so that the expected results are less than optimal, especially in terms of transparency and distribution. There are several variables that must be calculated by PPA scholarship recipients, namely the value of the Grade Point Average (GPA), Parents' Income, Number of Dependent Parents and Number of Diplomas. From the results of trials conducted in this study, it can be seen that the system's accuracy level reaches a value of 73.3%. This value is obtained by comparing the results of the semi-manual selection of PPA scholarship recipients with the results of the PPA scholarship selection using a system that uses the Fuzzy Tahani Algorithm.
JTIM : Jurnal Teknologi Informasi dan Multimedia, Volume 3, pp 64-70; https://doi.org/10.35746/jtim.v3i2.131
Nowadays, Information and Communication Technology (ICT) competence or literacy is an essential. The study measures the students' ICT literacy level and identify the influencing factors. It uses the People Capability Maturity Model (P-CMM) and Digital Competency frameworks. Data were collected using a questionnaire from a random sample of 400 students in Indonesia. The questionnaire used is a self-efficacy method, where respondents answer questions with self-reflection. The literacy level is the average of the responses. The influencing factors were evaluated by multivariate regression analysis. The results show that the level of ICT literacy of Indonesian students is at the level three (defined) of the five levels of the P-CMM framework, indicating that on average students understand and can apply ICT consistently to achieve their goals. This study found ICT literacy is influenced by the availability, accessibility, frequency of use, and duration of use of ICT infrastructure. Educational background, social science or exact, moderates the relationship between duration of use and levels of ICT literacy. In terms of competence, college majors have an effect on all areas of ICT competence (internet activities, communication and collaboration, digital content, security and problem solving). The level of parental education only has a significant effect on security competence and problem solving.
JTIM : Jurnal Teknologi Informasi dan Multimedia, Volume 3, pp 92-98; https://doi.org/10.35746/jtim.v3i2.138
Culinary business using carts selling various kinds of heavy food, light and drinks, is favored by many people to just fill their stomachs, gather with friends and even family. Culinary businesses or culinary destinations like this are known as Angkringan which are increasingly mushrooming in the millennial generation. Angkringan Waru, located in Tanjung Bias, is a gathering destination for all people to enjoy a relaxed atmosphere on the beach. Angkringan Waru provides 85 types of menus for its customers, the many menus often confuse customers in choosing snacks while enjoying the beachside atmosphere. Starting from these problems, data mining techniques are used with the Frequent Pattern Growth (Fp-Growth) algorithm to recommend items in producing a menu package consisting of 1 snack item and 1 drink item. The dataset used is transaction data from Angkringan Waru as many as 870 transactions, the resulting output is a menu package recommendation rule and implemented in a web for Angkringan Waru. The Fp-Growth Data Mining Application by providing a minimum support value of 20% and Confident 50% with a lift ratio > 1 produces 57 rules or menu package recommendations that will be offered to Angkringan Waru customers. The results of the application in the form of 57 menu package recommendations are then used as recommendations for Angkringan Waru customers, where these menus are the favorite menus of customers at Angkringan Waru.
JTIM : Jurnal Teknologi Informasi dan Multimedia, Volume 3, pp 130-138; https://doi.org/10.35746/jtim.v3i2.142
In the development of a system, quality assurance is needed. A system can be said to be of good quality if it meets the needs of the user. Quality can be measured from various points of view. One point of view to measure software quality is to focus on service management systems. To determine the quality of a system, it is necessary to analyze the quality of the system. The school library system at MTs Muhammadiyah 8 Ujungpangkah has implemented a lot of service management systems to support the process of activities in the library. However, it is not yet known whether the system is in accordance with the assessment standards or not.The author uses the ISO 20000 standard to assess the requirements for obtaining a certificate in the library application by conducting various analyses. This study aims to analyze the application of the library system with ISO 20000. The analytical research methods used include determining clauses, checklists, Likert scale, maturity levels, and fishbone diagrams. The references that I take are based on the results of the analysis of the writing team that I have made including graphs, diagrams, clause scores, checklist scores, Likert scales, maturity levels, and fishbone diagrams. Based on the results of the author's analysis, the school library application system at MTs Muhammadiyah 8 Ujungpangkah does not meet the ISO 20000 standard so that there is still much that needs to be improved in the library system. The Likert scale score is only 11%, while to meet the ISO 20000 standard the Likert scale score must reach at least 60%. The overall problem with this analytical assessment that results in the Library System application not passing the ISO 20000 quality standard is the lack of a Likert scale score and fishbone diagram. With fishbone diagram, the main root cause is found with organitation structure that is not clear to monitor the application working. The hypothesis in this study can be the basis for future research so that the application can meet the feasibility test of the ISO 20000 quality standard.
JTIM : Jurnal Teknologi Informasi dan Multimedia, Volume 3, pp 52-63; https://doi.org/10.35746/jtim.v3i2.134
Tembe Nggoli is a typical Bima sarong made by weaving which is still preserved by the community in Neta Village, Palibelo District, Bima Regency. Tembe Nggoli is a hand-crafted art that has been passed down from generation to generation for the sake of preserving the weaving art. Currently, the selling process of Tembe Nggoli is still manual or conventional by selling directly to the public without marketing media so that it is only known by the surrounding community. This resulted in relatively lower income from the sale of Tembe Nggoli, so the process of returning capital was very slow. These problems can be solved by developing e-commerce in the sales process or introducing the craft. The purpose of this research is to build an e-commerce selling Tembe Nggoli based on a responsive website. The method used in building this application is the Software Development Life Cycle (SDLC) with the Waterfall Model. The results of this study have resulted in an e-commerce application selling the Tembe Nggoli Khas Bima sarong that is web-based responsive, so that the appearance of the application can adapt to various types of devices. With this application, it is expected to be able to provide convenience in the shopping process that can assist consumers in finding the desired product quickly and done anywhere and anytime. In addition, this application provides various kinds of information related to Tembe Nggoli products. Testing this system using blackbox testing which states that the system has been running in accordance with the functionality and procedures that are the purpose of developing the system. The functional suitability of the built system reaches 100%.
JTIM : Jurnal Teknologi Informasi dan Multimedia, Volume 3, pp 121-129; https://doi.org/10.35746/jtim.v3i2.156
The parking application service at the University of Muhammadiyah Gresik is an update from the previous system. Of course, this application requires a system that is practical, efficient, and also has good data storage security. One of the references that can be used that these things have been fulfilled in this application is an analysis using ISO 9241-11. The purpose of this study was to analyze the application of UMG parking for the feasibility of ISO 9241-11. Analytical research methods used include determining clauses, checklists, Likert scales, maturity levels, and fishbone diagrams. Clause, checklist use for getting assessment based on the park system, then from that result will be used to get the qualification of this system with liket scale in each clause of this standard, and assessment of all clause with likert scale , the result of level quality assurance of this system will be found. Next the using fishbone diagram can analyze to get the root cause of clause dan quality assurance in ISO 9241-11. Because that , with this study we can know the qualification and the root cause of park system. And the analysis using that tool, this system still not suitable to use ISO 9241-11. The parent of root cause is in efficiency clause in organitation like less costing and planning.
JTIM : Jurnal Teknologi Informasi dan Multimedia, Volume 3, pp 99-106; https://doi.org/10.35746/jtim.v3i2.139
Economic development in the agricultural sector is intended to increase farmers' income and to equalize development in rural areas. The agricultural potential data collection information system is carried out to find out the various advantages or privileges that exist in the Talaud Islands Regency. One of the government agencies that carry out this activity is the Department of Food Security and Agriculture of the Talaud Islands Regency. This is the benchmark of this discussion and research. The author's team conducted research at the Department of Food Security and Agriculture of the Talaud Islands Regency by collecting data in the field, the authors used questionnaires and interviews. Interviews were conducted with the head of the plantation sector and one staff member of the plantation sector. Based on the results of research in the field and adapted to the needs of potential data by information users, the authors designed an application of information systems for data collection of agricultural potential in Talaud Islands Regency based on a website This system is made to facilitate potential data collection, access and quick information. Stakeholders in collecting data on agricultural potential in the Talaud Islands Regency can access potential data online without having to deal directly with agricultural potential managers
JTIM : Jurnal Teknologi Informasi dan Multimedia, Volume 3, pp 71-78; https://doi.org/10.35746/jtim.v3i2.157
The Point of Sale application has now begun to be used by many trading entrepreneurs. Of course, this is because Point of Sale (POS) can record all trade transaction activities, such as recording sales and recording purchases of inventory items. However, the majority of POS applications are only limited to recording transactions and do not yet have the ability to assist traders in determining the need for merchandise. This study discusses how to build an application that can help traders predict the need for merchandise with one of the forecasting methods, namely the Semi Average Method. The application in this study was built with the waterfall method and is based on a website and utilizes sales reports from the POS application that has been used. Based on the website, users don't have to bother installing this application because it can be accessed via a browser and anytime as long as it is connected to the internet. Testing the application in this study using the Blackbox Testing method shows that this application has 100% functionality working. It is hoped that the application from this research can later be used side by side with the existing POS application so there is no need to make changes to the POS application that is already in use.
JTIM : Jurnal Teknologi Informasi dan Multimedia, Volume 3, pp 107-113; https://doi.org/10.35746/jtim.v3i2.159
In this research the author aims to apply the K-NN and Naive Bayes algorithms for predicting student graduation rates at Sekolah Tinggi Pariwisata (STP) Mataram, The comparison of these two methods was carried out because based on several previous studies it was found that K-NN and Naive Bayes are well-known classification methods with a good level of accuracy. But which one has a better accuracy rate than the two algorithms, that's what researchers are trying to do. The output of this application is in the form of information on the prediction of student graduation, whether to graduate on time or not on time. The selection of STP as the research location was carried out because of the imbalance between the entry and exit of students who had completed their studies. Students who enter have a large number, but students who graduate on time according to the provisions are far very small, resulting in accumulation of the high number of students in each period of graduation, so it takes the initial predictions to quickly overcome these problems. Based on the results of designing, implementing, testing, and testing the Student Graduation Prediction Application program using the K-NN and Naive Bayes Methods with the Cross Validation method, the result is an accuracy for the K-NN method of 96.18% and for the Naive Bayes method an accuracy of 91.94% with using the RapideMiner accuracy test. So based on the results of the two tests between the K-NN and Naive Bayes methods which produce the highest accuracy, namely the K-NN method with an accuracy of 96.18%. So it can be concluded that the K-NN method is more feasible to use to predict student graduation
JTIM : Jurnal Teknologi Informasi dan Multimedia, Volume 3, pp 14-20; https://doi.org/10.35746/jtim.v3i1.127
The role of computers in data processing to produce an information system is very influential in an organization or institution. The involvement of computer technology tools is very helpful in carrying out data processing activities, especially the making of financial reports at BTM at the Nu Salam Bantik Mosque. In recording the receipt and expenditure of shalawat money, problems often occur such as missing or scattered data, torn, and takes a long time. As a result, financial information becomes inaccurate because it is still done manually without involving computer technology. The research conducted discusses the Making and Development of the Financial Information System for the Ta'mirul Mosque of Nur Saalam Bantik. In designing an application, it is carried out by means of insight techniques, observation and literature study. This study is to create an application for the Development of Financial Information Systems for the Ta'mirul Mosque of Nur Salam Bantik using Microsoft Visual Basic 6.0 (VB). Microsoft Visual Basic apart from being referred to as a programming language (Program Language), Visual Basic is also often referred to as a tool (Tool) to produce windows application programs. In general, there are several benefits that can be obtained from using the Microsoft Visual Basic program itself. Computer at Mosque using OS Windows, So the applications created are programming tools that make it easy to use controls for database design.