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INDONESIA
Informasi Interaktif
Published by Universitas Janabadra
ISSN : 25275240     EISSN : -     DOI : -
Core Subject : Science,
Computer Science & IT
Jurnal Informasi Interaktif mempublikasikan artikel dalam bidang teknologi informasi dan komunikasi, rekayasa perangkat lunak dan sistem informasi.
Arjuna Subject : -
Articles 170 Documents
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KLASTERISASI MEDIA PEMBELAJARAN DARING DI ERA PANDEMI COVID-19 MENGGUNAKAN METODE AGGLOMERATIVE Ryan Ari Setyawan; Rizqi Mirza Fadilla
Informasi Interaktif Vol 5, No 3 (2020): Jurnal Informasi Interaktif
Publisher : Universitas Janabadra

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Abstract

This study aims to determine the use of learning media clusters from more effective and efficient in terms of user assessments, both students, and teachers in the midst of the Coronavirus Disease 2019 (Covid-19) pandemic. The method used in this research is the agglomerative algorithm method hierarchial clustering to classify online learning media according to user ratings. This method will calculate the grouping or clustering with several agglomerative methods, namely the single linkage method, average linkage, and complete the environment. Each of these methods can perform distance calculations Euclidean distance, which will later determine the appropriate online learning media cluster user ratings. The data used is user assessment data (students, students and teachers). The result of clusterization for learning media that is most widely used is google classroom which is included in the learning application cluster, while for the internet, users choose internet data quota and for learning devices users use smartphones more.Keywords : Agglomerative, Klasterisasi, Media Pembelajaran Daring.
IMPLEMENTASI SISTEM INFORMASI NOTULEN RAPAT MENGGUNAKAN METODE FIFO STUDI KASUS: PERUMDAM TIRTA BENGKAYANG Listra Firgia; Azriel Christian Nurcahyo
Informasi Interaktif Vol 6, No 2 (2021): Jurnal Informasi Interaktif
Publisher : Universitas Janabadra

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Abstract

The use of a website based application system has become an administrative requirement for employees of Perumdam Tirta Bengkayang, West Kalimantan. Meetings that are held four times a month are the obligation of employees of Perumdam Tirta Bengkayang to evaluate the performance with the director to advance Perumdam Tirta Bengkayang for the people of Bengkayang district. The purpose of this study is to implement a website-based meeting minutes application system using the FIFO (First In First Out) method. The FIFO (First In First Out) method is a method for managing and manipulating meeting data, where the first data entered will be processed first. The meeting minutes application is presented to make it easier for employees to archive data online, so that every data can be accessed when connected to the internet. By using the CodeIgniter framework, it is able to produce a system that can be understood by the employees of Perumdam Tirta Bengkayang for the implementation of their work and this system has the ability to run on computers and smartphones so that the employees of Perumdam Tirta Bengkayang can access wherever they are. The final results of this study indicate that the meeting minutes system is beneficial for Perumdam Tirta Bengkayang and has been tested by several IT experts using black box and getting 100% valid status and 119.866 ms delay testing in the very good category for using the meeting minutes application. Keywords: Meeting Minutes Application, Black Box, CodeIgnitor, FIFO.
PREDIKSI RISIKO KEMATIAN PASIEN STROKE PERDARAHAN DENGAN MENGGUNAKAN TEKNIK KLASIFIKASI DATA MINING Indarto Indarto; Ema Utami; Suwanto Raharjo
Informasi Interaktif Vol 5, No 2 (2020): Jurnal Informasi Interaktif
Publisher : Universitas Janabadra

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Abstract

Stroke is a major health problem in Indonesia and the world, and the cause of disability and death. Hemorrhagic stroke has higher mortality rate compared to ischemic stroke. The objective of this study is to create a mortality risk prediction model by using Logistic Regression, Support Vector Machine, Random Forest, and Decision Tree C4.5 algorithms based on the data demographics and the clinical data in patients with hemorrhagic stroke. Prediction of outcome of patients of stroke help the physician to determine prognosis, targeted treatments and prepare patients and families. 538 subjects obtained from Hospital Stroke Registry in Yogyakarta. This study uses 10 fold cross validation to evaluate a model. The performance of Decision Tree C4.5 is higher than Logistic Regression, Support Vector Machine, and Random Forest. Prediction accuracy of Decision Tree C4.5 is 90.5%. The use of data mining algorithms able to predict the mortality and functional outcome of patients with hemorrhagic stroke. Keywords: mortality risk prediction, data mining, hemorrhagic stroke.
IMPLEMENTASI MODEL FORENSIC AWARE ECOSYTEM FOR IOT (FAIOT) PADA PURWARUPA RUMAH PINTAR BERBASIS INTERNET OF THINGS (IOT) Eri Haryanto; Agustin Setiyorini
Informasi Interaktif Vol 6, No 1 (2021): Jurnal Informasi Interaktif
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Abstract

 The internet network that connects many computers in the world has now reached almost all regions in Indonesia. IoT is a technology concept consisting of objects that are connected to each other via an internet network that has a special address and can communicate with each other which gives birth to various types of smart systems such as smart homes, smart farms, smart cities, smart building, smart health, smart transport, and smart environments. other.This study designs a smart home application model that is designed in such a way as to be equipped with the FAIoT model. This research has a specific objective, namely to apply the FAIoT model to a smart home application prototype, then run a case simulation on a smart home application and analyze the resulting digital artifacts as a consideration in proving a case. Based on the results of the analysis and observations of the forensic IoT devices in the form of two smart houses that were targeted by the attackers, it shows that system activity is stored properly on the FAIoT platform. The results of the analysis prove that the attack on IoT devices in the form of two smart houses can reveal the facts of the case based on findings that are used as digital evidence. In addition to the fact findings from the cases that occurred in this study, the Internet of Things (IoT) environment with the FAIoT Model has been successfully developed in this study, which can be used as research objects.Keywords: Smarthome, Internet of Things, IoT forensic, IoT Security
EVALUASI ANTARMUKA WEBSITE SMKN DI TANJUNGPANDAN BELITUNG MENGGUNAKAN USABILITY TESTING Brama Wahyu Prabowo; Bambang Soedijono; Sudarmawan Sudarmawan
Informasi Interaktif Vol 5, No 2 (2020): Jurnal Informasi Interaktif
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Abstract

 Information system plays an important role in a company or educational institution, especially SMKN in Tanjungpandan Belitung in order to promote, administer, display competitive advantages for each study program owned by the State Vocational High School in Tanjungpandan Belitung via its website. Government institutions such as schools should have a website and think of new innovations in order to compete and survive in the fierce business education competition. As one of the information services, it is necessary to build a website that handles requests from many users well.Website has an interface or interface that serves to interact between users with the technology itself. Information technology with one another has a different interface design according to the functions and needs of users. Making the user interface which aims to make information technology easier to use by users or unfamiliar is called user friendly.Research to be conducted by researchers has differences in data retrieval because this test will use the Usability and Golden Rules method of using Usability Testing is used to evaluate and modify website performance while the Golden Rules are used to evaluate the website design from the measurement of the two methods bringing up a new measurement tool. The results of the study can be used as input for website development at the Vocational Middle School in Tanjungpandan Belitung. Keywords: Website – SMKN – Usability – Golden Rules
SISTEM PAKAR DIAGNOSA PENYAKIT TANAMAN BUAH NAGA MENGGUNAKAN TEOREMA BAYES Muhammad Misbahul Munir
Informasi Interaktif Vol 5, No 3 (2020): Jurnal Informasi Interaktif
Publisher : Universitas Janabadra

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Abstract

Dragon fruit is a plant that has a lot of benefits and special appeal in society. Currently dragon fruit plantations in Indonesia are growing very rapidly. Dragon fruit grows and is cultivated in almost all parts of the archipelago, whether it is individual property or company property. This plant contains many properties that make dragon fruit demand high.Expert system itself is artificial intelligence that uses specific knowledge to map problems at the expert level. One application of the expert system is in the field of plantations to diagnose diseases in plants. In this study, the design and manufacture of an expert system used to help diagnose a disease in dragon fruit and determine suggestions or treatment solutions for dragon fruit.The result of this paper is an expert system to diagnose dragon fruit plant diseases along with the probability value of the diagnosed disease which shows the level of system confidence in the disease and suggestions or treatment solutions for the dragon fruit. Keywords : Expert system, Dragon Fruit, diagnostics
PENERAPAN METODE ANALYTICAL HIERARCHY PROCESS UNTUK REKOMENDASI ASISTEN DOSEN TERBAIK (STUDI KASUS: UNIVERSITAS AMIKOM YOGYAKARTA) Bondan Wahyu Pamekas; Kusrini Kusrini; Emha Taufiq Luthfii
Informasi Interaktif Vol 5, No 1 (2020): Jurnal Informasi Interaktif
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Abstract

Assistant forum is one of the organizations under the direct guidance of University AMIKOM Yogyakarta, which serves as a forum for practicum assistants. Practical assistant or lab assistant in charge of assisting lecturers in lecture activities. The assistants are active college students and have passed the selection. At the end of each semester an evaluation is held to make it better in the future as well as giving awards to assistants. The awarding of course is a selection process. Therefore a system is needed that can help provide recommendations in accordance with previously determined criteria. In a decision support system there are various methods that can be used, one of them is the Analytical Hierarchy Process method. The process is done by entering assistant data into this method. Then do the calculation by determining the weight of each criterion. The results of this study to test the method that will be applied to this model so that it has accuracy that can be used as a reference in helping to determine the best assistant with ranking.Keywords: Decision Support System, Analytical Hierarchy Process, Recommendation
INTEROPERABILITAS APLIKASI BERBASIS WEB SERVICE Bernard Renaldy Suteja; Rusdy Agustaf
Informasi Interaktif Vol 5, No 3 (2020): Jurnal Informasi Interaktif
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Abstract

Today, the need to fill information as data is increasing rapidly. At the past, fill many forms in the format of papers. But now, the forms are changing to paperless format. This can be achieve by making an application capable of data input, edit the data, and post the data across all computing/technological platform available these days. The need for this application can communicate with each other. Related to this, there are many things needed, to achieve unlimited data transfer in various applications. One of the most important aspect that can make seamless communication/integration across applications is web service. Keywords: REST API, SOAP, Semantic
SISTEM APLIKASI SKRINING TINGKAT DEHIDRASI MENGUNAKAN METODE CASE BASE REASIONING DAN CERTAINTY FACTOR Yumarlin MZ
Informasi Interaktif Vol 6, No 2 (2021): Jurnal Informasi Interaktif
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Water is an important nutrient needed by the body. Dehydration is a condition when human body tissue loses fluids abnormally and this is very often underestimated so that sometimes severe dehydration can cause death. However, for now the detection of dehydration is only based on the analysis of the health team with several clinical signs of dehydration. From these problems, it is necessary to have research related to automation systems to detect levels of dehydration that can be used by ordinary people, so as to reduce the number of dehydration sufferers who are not treated because they do not know the symptoms of dehydration from the start.The purpose of this study is to develop a screening application to identify the level of dehydration in the human body that combines CBR (case base reasoning) and CF (certainty factor) methods to achieve higher accuracy values. With this screening application, it is hoped that users can easily and quickly find out the level of dehydration they experience based on the symptoms they feel and also get information about solutions for treatment or treatment that need to be done before coming to the health center or to the doctor.Based on the results of the screening application trial of 15 respondents to identify the level of dehydration in the body, it showed 60.03% stated good with an average overall score of 3.87 for the user interface aspect. The software engineering aspect shows 53.35% states good (agree) with an average overall assessment score of 3.92 which indicates that the screening application system developed and made can be used as a reference to help users or users determine the level of dehydration of the body. Keywords: Dehidrasi, Skrining, Case Base Reasioning, Certainty Factor. 
APLIKASI PEMBELAJARAN UNGGAH-UNGGUH BAHASA JAWA DIALEK YOGYAKARTA BERBASIS ANDROID Palupi, Nita Siwi; Fitriastuti, Fatsyahrina; Putras, Jeffry Andhika
Informasi Interaktif Vol 4, No 1 (2019): Jurnal Informasi Interaktif
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Abstract

Javanese is the mother tongue of the Javanese people. Javanese language is not only as a medium of communication but has a noble philosophical value. At this time, some Javanese people, especially young people, do not understand Javanese. They are not able to speak Javanese properly according to Javanese language. Low understanding of Javanese means that Javanese people prefer to use Indonesian rather than Javanese. Javanese language has a value of life, such as manners, politeness, and sincerity. Given the importance of the function of Javanese for the community, the existence of Javanese needs to be preserved. The application design process aims to facilitate the Javanese community, especially young people in learning Javanese so that more Javanese people master Javanese. Some tools used in building applications include Android Studio, Adobe Flash CS 6, and CorelDraw X4. The results of trials that have been done, the application can run well on version 4.2 (Jellybean) and above. The application presents a pretty attractive appearance, easy to use with language that is easy to understand. Kata Kunci: Javanese, Android, Unggah-ungguh, Yogyakarta

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