SINTECH (Science and Information Technology) Journal
SINTECH (Science and Information Technology) Journal merupakan jurnal yang dikelola dan diterbitkan oleh Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK STIKOM Indonesia, dengan e-ISSN 2598-9642 dan p-ISSN: 2598-7305. SINTECH Journal diterbitkan pertama kali pada bulan April 2018 dan memiliki periode penerbitan sebanyak dua kali dalam setahun, yaitu pada bulan April dan Oktober.
Bidang keilmuan dari SINTECH Journal mencakup bidang ilmu : Data analysis, Natural Language Processing, Artificial Intelligence, Neural Networks, Pattern Recognition, Image Processing, Genetic Algorithm, Bioinformatics/Biomedical Applications, Biometrical Application, Content-Based Multimedia Retrievals, Augmented Reality, Virtual Reality, Information System, Game Mobile, dan IT Bussiness Incubation.
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<![CDATA[PENERAPAN METODE DSS (MAUT & IRR) DALAM MENENTUKAN KELAYAKAN PENGADUAN ]]>
<![CDATA[Andi Nurfadillah Ali]]>;
<![CDATA[Khaera Tunnisa]]>
<![CDATA[ SINTECH (Science and Information Technology) Journal Vol. 5 No. 1 (2022): SINTECH Journal Edition April 2022 ]]>
Publisher : <![CDATA[Prahasta Publisher ]]>
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DOI: 10.31598/sintechjournal.v5i1.952
<![CDATA[The research and development center for mineral and coal technology or abbreviated as Puslitbang tekMIRA is located in Bandung, West Java, which has asset management, namely the rental of rooms or buildings. In asset management, there is a complaint page if a customer has a complaint. Based on the complaint data that came in at the same time, the authors saw that there were problems that were considered to need attention, namely which complaints would be resolved first and whether or not the complaint was feasible or not to be processed. This study uses the DSS (Decision Support System) method, namely Multi Attribute Utility Theory (MAUT) and IRR (Internal Rate of Return). The MAUT method is a method that converts some importance into a numerical value from a scale of 0-1 which represents the worst and best values and the final result is a ranking. While the IRR method is an indicator of the efficiency level of an investment that is used to provide an overview of whether the complaint is feasible or not to be followed up. The result of the application of this method is the feasibility of the complaint.]]>
<![CDATA[INTELLIGENT SYSTEM FOR CLASSIFICATION OF STUDENT PERSONALITY WITH NAIVE BAYES ALGORITHM ]]>
<![CDATA[Dony Fahrudy]]>;
<![CDATA[Izza Afkarina]]>;
<![CDATA[Muhammad Fadli]]>;
<![CDATA[Rinny Assasunnaja]]>;
<![CDATA[Wildan Nadiyal Ahsan]]>;
<![CDATA[Febri Eka Setyawan]]>;
<![CDATA[Maria Ulfah Siregar]]>
<![CDATA[ SINTECH (Science and Information Technology) Journal Vol. 5 No. 1 (2022): SINTECH Journal Edition April 2022 ]]>
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DOI: 10.31598/sintechjournal.v5i1.969
<![CDATA[Various kinds of problems arise from the changing personality behavior of students. Therefore, an intelligent system is needed to determine the personality type of students. This study applies an intelligent system with a classification method using the Naïve Bayes to determine the personality of the student based on Sanguine, Choleric, Melancholic, and Phlegmatic classes against Hippocrates-Galenus typology. The attributes used include gender, age, year of class, answers to test A, answers to test B, answers to test C, and answers to test D. System testing is carried out with a scheme for sharing training data and test data. The data used is questionnaire data based on the Hippocrates-Galenus typology which is filled out by 130 students. Then it is divided into training data to form a classification model of 117 data, and there are 13 pieces of data used as test data for accuracy testing. The proportion is 90:10 using 10-fold cross validation. The data held are then calculated using the nave Bayes algorithm. Based on the results, there were 12 students correctly predicted and 1 students did not predict correctly so that an accuracy of 92.31% was obtained with an error rate of 7.69%.]]>
<![CDATA[PENGEMBANGAN APLIKASI MOBILE SISTEM INFORMASI PRODUK PERTANIAN KABUPATEN BULELENG ]]>
<![CDATA[Luh Joni Erawati Dewi]]>;
<![CDATA[Ketut Agus Seputra]]>;
<![CDATA[I Nyoman Saputra Wahyu Wijaya]]>
<![CDATA[ SINTECH (Science and Information Technology) Journal Vol. 5 No. 1 (2022): SINTECH Journal Edition April 2022 ]]>
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DOI: 10.31598/sintechjournal.v5i1.999
<![CDATA[The availability of accurate and up-to-date agricultural data is very much needed for agricultural development in Buleleng district. This data requirement can be facilitated by utilizing information and communication technology. The purpose of this research is to create a mobile-based Agricultural Product Information System (SIPROTANI) application. The SIPROTANI mobile application was developed following the agile software development model scrum. The data requirements for the system were obtained in collaboration with the Buleleng district agriculture office. Users of mobile-based SIPROTANI are Field Agricultural Extension (PPL) and administrators. Functions that have been developed in SIPROTANI are displaying and managing agricultural products in Buleleng Regency, managing farmer group data, managing farmer data, searching for agricultural product data, and displaying product reports. agriculture according to the criteria of product type, location, (range) harvest date. It is hoped that with this system, Buleleng Regency has accurate, up to date data related to agricultural products in Buleleng. In addition, this system can be used as a model for other districts in Bali and other regions in Indonesia. In the future, this system can be developed into e-commerce that connects farmers as producers and the community/stakeholders as consumers, so that the distribution chain of product marketing can be cut. Farmers will get a fair price for their products and consumers will get good quality products at a commensurate price.]]>
<![CDATA[IMPLEMENTASI GOOGLE DRIVE CLOUD STORAGE PADA SISTEM REPOSITORI AL-DARING ]]>
<![CDATA[Ketut Agus Seputra]]>;
<![CDATA[A.A. Gede Yudhi Paramartha]]>;
<![CDATA[I Nyoman Saputra Wahyu Wijaya]]>
<![CDATA[ SINTECH (Science and Information Technology) Journal Vol. 5 No. 1 (2022): SINTECH Journal Edition April 2022 ]]>
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DOI: 10.31598/sintechjournal.v5i1.1000
<![CDATA[One of the steps of accreditation for institutions and study programs during the epidemic is online assessment (AL-Daring). The availability of suitable information and communication technologies to enable the AL-Daring process is one of the consequences of AL-Daring. Supporting data must be provided in the form of a soft copy in the University Information System that assessors may access appropriately. How the Information System can help Study Program Managers and Accreditation Applicants complete documentation more quickly and efficiently is also crucial. It's also important to note that each Study Program and Study Program Manager will upload a large number of papers of various types and sizes. As a result, various factors that affect the quality of information systems, such as data and storage space availability, ease of access, and timeliness, must be satisfied. The AL-Daring Information System is being developed using agile methodologies in the aim of completing it faster so that it can be utilized right away and adapt to user needs. To perform successfully, this system was built using the Codeigniter framework and Google Drive Cloud Storage as a document storage medium via the Google Drive API service. SUS rates the repository system an excellent score on an adjective rating claiming the system is very useful and well-received by users.]]>
<![CDATA[SECURITY MONITORING USING IMPROVED MOBILENET V2 WITH FINE-TUNING TO PREVENT THEFT IN RESIDENTIAL AREAS DURING THE COVID-19 PANDEMIC ]]>
<![CDATA[Ryandra Anditto]]>;
<![CDATA[Rusdianto Roestam]]>
<![CDATA[ SINTECH (Science and Information Technology) Journal Vol. 5 No. 1 (2022): SINTECH Journal Edition April 2022 ]]>
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DOI: 10.31598/sintechjournal.v5i1.1023
<![CDATA[In this journal, authors improved a deep learning, it was MobileNet V2 which can learn with higher speed and accuracy using the ImageNet dataset. The basic architecture of MobileNet V2 was modified using a fine-tuning technique. It did not change the entire weight of the default deep learning model, there was freezing of some layers. The modifications involved by changing the parameters on the layer. The improved model would be trained using the ImageNet dataset based on the security monitoring context. The dataset class objects selected for training were objects that usually used by suspicious people with the aim of committing crime of theft. The results of training using an improved model could increase accuracy up to 71% with a difference of 3% from the training results of the default model of MobileNet V2. Since MobileNet V2 was a lightweight deep neural network model that had few parameters compared to other neural network model parameters, this modified model could be implemented on devices with low specifications, such as mobile devices or raspberry pi in the form of real-time applications.]]>
<![CDATA[WHO ICD-10 BASED ONLINE DISEASE DIAGNOSIS FOR GENERATING DIGITAL MEDICAL RECORD APPLICATION DEVELOPMENT ]]>
<![CDATA[I Gusti Ngurah Lanang Wijayakusuma]]>;
<![CDATA[Sagung Chandra Yowani]]>
<![CDATA[ SINTECH (Science and Information Technology) Journal Vol. 5 No. 1 (2022): SINTECH Journal Edition April 2022 ]]>
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DOI: 10.31598/sintechjournal.v5i1.1040
<![CDATA[Medical Record is a medical document that contain history of patient’s disease also information about given treatments and medicines. Diagnosis of patient’s disease is one of content in Medical Record. Public health office recommends medical facility to write diagnosis into ICD-10 WHO standard. However, there are many of medical facility translate diagnosis into ICD-10 WHO standard manually. This manual way will make a lot of mistake or wrong translate result. This research will develop an online application to help the doctor to write patient’s disease diagnosis into ICD-10 WHO automatically. Doctors need to type the keyword of diagnosis name then selected diagnosis will automatically write into ICD-10 WHO standard. This application also can generate Digital Medical Record that can help medical facility to reopen or save Medical Record Data in a long time.]]>
<![CDATA[UJI EFEKTIFITAS METODE FUZZY LOGIC MAMDANI PADA PENERIMAAN BEASISWA BANTUAN MENGGUNAKAN MATLAB ]]>
<![CDATA[Febie Elfaladonna]]>;
<![CDATA[Indra Griha Tofik Isa]]>
<![CDATA[ SINTECH (Science and Information Technology) Journal Vol. 5 No. 1 (2022): SINTECH Journal Edition April 2022 ]]>
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DOI: 10.31598/sintechjournal.v5i1.1043
<![CDATA[One of the supporters in creating an even educational climate is the existence of scholarships. In general, scholarships in the form of financial assistance intended for the community of higher education, both lecturers, teachers, students and students. In the awarding of scholarships, some findings were obtained, including not being on target which caused the scholarship assistance to be ineffective. One solution in determining the acceptance of scholarships is the existence of a system that is integrated with decision-making methods. Fuzzy logic mamdani becomes one of the recommendation methods that can be implemented in decision making. So the formulation of the problem of this research is (1) How is the implementation of fuzzy logic mamdani methods to the decision-making system of receiving aid scholarships?; (2) How effective fuzzy logic methods mamdani to the decision-making system of aid scholarship. The scope of the research is (1) The method of inference with Fuzzy Logic Mamdani; (2) The tools used are Matlab version R2021b; (3) The input variable criteria consist of parental income, achievement (academic and non-academic) and average grades throughout the semester; (4) The variable output criterion is the amount of the scholarship. The final results of the study resulted in the calculation of the effectiveness of the Fuzzy Mamdanil Method of more than 50%, so that the fuzzy mamdani method can be recommended as an alternative in the decision-making method determining the amount of acceptance of aid scholarships.]]>
<![CDATA[PENGEMBANGAN REST API UNTUK INFORMASI PASAR TRADISIONAL DI KOTA YOGYAKARTA DENGAN METODE INCREMENTAL ]]>
<![CDATA[Agata Filiana]]>;
<![CDATA[Maria Nila Anggia Rini]]>;
<![CDATA[Andhika Galuh Prabawati]]>;
<![CDATA[Rindho Ananta Samat]]>
<![CDATA[ SINTECH (Science and Information Technology) Journal Vol. 5 No. 1 (2022): SINTECH Journal Edition April 2022 ]]>
Publisher : <![CDATA[Prahasta Publisher ]]>
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DOI: 10.31598/sintechjournal.v5i1.1060
<![CDATA[Traditional markets in the city of Yogyakarta offer many unique things for both locals and tourists. There has yet to be an effort to centralise information on traditional markets which highlights its characteristics, including its uniqueness. Through this study, we designed a REST API that provides a service to access information on traditional markets in the city of Yogyakarta. The information available includes class, alternative names, location, description, history, facts, facilities, uniqueness, photos, and stalls. This service can be used by governments or other parties through external applications ensuring data accuracy. We used an incremental approach made of three iterations. Each iteration consisted of needs analysis, system design, API development, and testing and evaluation. This approach provided a more focused and targeted development based on the functional needs of each iteration. Each iteration was tested both on Postman and a web application. The result of this REST API is a JavaScript Object Notation (JSON) which can be easily processed by external applications.]]>
<![CDATA[PENGEMBANGAN SISTEM INFORMASI PENANGANAN PENDERITA GANGGUAN JIWA DENGAN PENDEKATAN ENTEPRISE SYSTEMS ]]>
<![CDATA[Cokorda Pramartha]]>;
<![CDATA[I Made Widhi Wirawan]]>
<![CDATA[ SINTECH (Science and Information Technology) Journal Vol. 5 No. 1 (2022): SINTECH Journal Edition April 2022 ]]>
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DOI: 10.31598/sintechjournal.v5i1.1070
<![CDATA[The health information system is a digital system that is quite complex so that in the development and evaluation stages, it is necessary to consider cultural, political, social and organizational structure factors. In Bali, the number of people with mental disorders is considered high and the need for treatment is in a fairly long time, that is the reason a management information system is needed to organize data and information about the patients. This study aims to develop a centralized management information system that can be utilised specifically for health workers to manage information regarding people with mental disorders. The development of the management information system in this study involves doctors, volunteers, and admin or organizational staff in every critical process. The prototyping method was chosen as a system development method because it considered more adaptive in capturing the needs of prospective system users. At the evaluation stage, functional evaluation through the Black-box method was used to test the functional capabilities of the system. In addition, Technology Acceptance Model (TAM) and Task Load Index (TLX) were used to evaluate the non-functionality of the system where all users agree that the developed management information system is useful, easy to use, and requires a small cognitive workload.]]>
<![CDATA[PENGUKURAN USER EXPERIENCE (UX) DESAIN APLIKASI TROUBLE TICKET MENGGUNAKAN METODE SUPERGOLDEN RATIO ]]>
<![CDATA[Gede Ardi Herdiana]]>;
<![CDATA[Ida Bagus Alit Swarmardika]]>;
<![CDATA[Rukmi Sari Hartati]]>
<![CDATA[ SINTECH (Science and Information Technology) Journal Vol. 5 No. 1 (2022): SINTECH Journal Edition April 2022 ]]>
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DOI: 10.31598/sintechjournal.v5i1.1093
<![CDATA[The Bali Provincial Information and Statistics Communication Service requires a Trouble Ticket application to report and document internet problems that exist in the offices of the Bali Provincial government. In addition to having functions as needed, the Trouble Ticket application must also pay attention to UI and UX. The method that has been widely used to create UI designs is the Golden Ratio. In addition to the Golden Ratio, there is a Ratio that has not been developed in the field of UI design, the Ratio is the Supergolden Ratio. Supergolden Ratio is the ratio obtained from the Ratio Limit Narayana Sequence which is worth 1.4656. In this study, a Trouble Ticket application design will be designed using the Supergolden Ratio method. The Trouble Ticket and UEQ application designs are given to users to determine the user experience (UX) when using the Trouble Ticket application design. The UEQ results show that the user experience of the application design that is designed using the Supergolden Ratio method produces positive results. Aspects of attractiveness, clarity, efficiency, accuracy, and simulation showed excellent results, while the novelty aspect showed good results.]]>
