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Marlindia Ike Sari, S.T., M.T.
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International Journal of Applied Information Technology (IJAIT) Fakultas Ilmu Terapan Universitas Telkom; Gd. Selaru Lt. 3 - Jl. Telekomunikasi No. 1 Bandung
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IJAIT (International Journal of Applied Information Technology)
Published by Universitas Telkom
ISSN : -     EISSN : 25811223     DOI : https://doi.org/10.25124/ijait
Core Subject : Science,
Computer Science & IT
International Journal of Applied Information Technology covers a broad range of research topics in information technology. The topics include, but are not limited to avionics, bio medical instrumentation, biometric, computer network design, cryptography, data compression, digital signal processing, embedded system, enterprise information system, green energy & computing, interactive programming, internet of things, IT management and governance, IT-business strategic alignment, mobile and ubiquitous computing, monitoring system and techniques, multimedia processing, network security, power electronics, remote monitoring and sensing device, robotics and avionics, signal processing circuits, smart cities and smart grids, telecommunication devices & methods, telecommunication fundamentals.
Arjuna Subject : Ilmu Komputer (semua kategori) - Aplikasi Ilmu Komputer
Articles 6 Documents
 1 
Search results for , issue "Vol 07 No 01 (May 2023)" : 6 Documents clear
Evaluating Service Computing Framework with Scrum through a Case Study Andri Kusdiyanto; Wardani Muhamad; Suhardi Suhardi
IJAIT (International Journal of Applied Information Technology) Vol 07 No 01 (May 2023)
Publisher : School of Applied Science, Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/ijait.v7i01.5988

Abstract

The Service Computing Framework with Scrum (SCFS) is a framework that combines Services Computing Systems Engineering (SCSE) with the Scrum Framework. This framework was created to produce a system with a good service concept by following the SCSE workflow in an agile manner through the application of Scrum principles. This paper will provide an overview of how to evaluate the SCFS framework using SOA and Agile principles through a case study. The research methodology used in this paper is a Design Science Research Methodology (DSRM). This research results in project evaluations using SCFS with good Service Oriented Architecture (SOA) parameter results. The SCFS framework can also be used in Agile development environments with fairly good parameters of velocity, story points, sprint burn down, release burn up, value delivered, and job satisfaction. In case studies conducted, this framework can help accelerate the release of service systems. The first release on the test only took 34 working days, 18 working days to get the second release, and 21 working days to get the third release. If done as a whole in one cycle, the service system will take approximately 73 working days to be used.
The Implementation of Tangible Interaction in Microcontroller-Based Interactive Animal Introduction Game “MARGA” for Intellectual Disability Children Rio Korio Utoro; Putri Ilyassani; Benedicta Butarbutar; Fathari Zain Hardianto; M. Fauzi Usda
IJAIT (International Journal of Applied Information Technology) Vol 07 No 01 (May 2023)
Publisher : School of Applied Science, Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/ijait.v7i01.5981

Abstract

According to the interview results with the headmaster of Autism Pelita Hafidzh Bandung Special School, children with intellectual disabilities have learning limitations, including difficulty remembering, quickly forgetting, being distracted, having little interest, and IQ below the average of normal children. Therefore, the innovation of the MARGA game, an acronym for Multimedia Embedded Rig for Guided Assistant, was created using tangible interaction to assist these children in learning about animals. Technical testing was conducted twice, namely testing the suitability of tags and the speed of tag reading time, resulting in an average speed of reading RFID tags of 2,653 seconds. In addition to conducting beta testing on two children with intellectual disabilities at Autism Pelita Hafidzh Bandung Special School. Research shows that children with intellectual disabilities who have tried playing MARGA reach the learning target set by Autism Pelita Hafidzh Bandung Special School more quickly.
Simple Machine Learning Architecture as a Service Tora Fahrudin; Dedy Rahman Wijaya
IJAIT (International Journal of Applied Information Technology) Vol 07 No 01 (May 2023)
Publisher : School of Applied Science, Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/ijait.v7i01.5991

Abstract

Machine learning (ML) development starting in the 1950s, has shown significant progress. Various fields have used machine learning as an information system element that is useful in assisting data processing, personalization, prediction, and performing anomaly detection of occurring transactions. Along with developments, cloud-based machine learning technology is becoming the choice for ease of implementation and connectivity with various other technology platforms. This paper proposes a machine learning architecture as a service (MLaaS) implemented in a case study of a gender prediction model based on height and weight. The results show that the MLaaS architecture is straightforward to implement and fits the needs of various access environments and the ease of updating models centrally. Our gender prediction model achieved 91.78% in the precision, recall, and F1-score, 91.8% in specificity and NPV, and 91.79% in accuracy.
LATESS: Library Anti-Theft Electronic Surveillance System Benjamin Kommey; Emma Naa Kai Odametey; Yoocee Direntwi Ansah; Valdo Ato Kekeli Abruquah
IJAIT (International Journal of Applied Information Technology) Vol 07 No 01 (May 2023)
Publisher : School of Applied Science, Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/ijait.v7i01.5451

Abstract

The Kwame Nkrumah University of Science and Technology (KNUST) Library is one of the most important services on the school’s campus. It provides a serene atmosphere for studies as well as a multitude of resources for research and learning. Unfortunately, this opportunity is abused by some individuals who steal books, causing others who need them to be found wanting and incurs unnecessary costs on the school to replace those materials. In this project, we propose the use of an Electronic Article Surveillance (EAS) system to identify and keep track of books in the library. The proposed system would use Radio Frequency Identification (RFID) to raise an alarm when a book is being taken out of the library without having gone through the required procedures put in place for the borrowing of books. An alarm serves to notify the security guards and library staff stationed for quick alert and response to the book theft as well as to deter individuals from attempting to do so. If implemented correctly, a very high accuracy of detection can be achieved. The proposed system is limited in that it cannot prevent a student from borrowing a book without return, and some individuals may find a way to tamper with the tags to avoid being detected by the EAS system.
Implementing Process Mining in Indonesia Health Care: Challenges and Potentials Guntur Prabawa Kusuma; Angelina Prima Kurniati; Firdaus Hafidz; Owen Ashby Johnson
IJAIT (International Journal of Applied Information Technology) Vol 07 No 01 (May 2023)
Publisher : School of Applied Science, Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/ijait.v7i01.4688

Abstract

Indonesia has become one of the countries having the biggest single-payer national insurance with a population-based membership. The insurance had helped up to 217 million patients since its inception in 2014. Capturing insights from a large-scale electronic health record has the potential to give a valuable improvement to the health care processes quality. Process mining is an emerging approach to “bridge” between the domain of data science and process science. It has also been recognized to contribute to the domain of health care where complex and multi-discipline processes are happening. The BPJS Kesehatan data containing routinely collected medical records becomes a valuable source of knowledge to improve the quality of health care. In contrast to its benefits, exploiting and managing population-based health care data for research brings challenges and potential. This paper presents the challenges of conducting process mining projects in the perspective of diversity, data quality, ethics, and security. Process mining in health care also brings potentials in care process comparisons, precision medicine, audit and compliance, and the opportunities of using virtual research environment to conduct research using a population-based data set based on unique characteristics of human biology.
The Development of Human Resources Data Management Application at PT. Anugrah Laut Indonesia Dahliar Ananda; Hetti Hidayati; Cahyana Cahyana
IJAIT (International Journal of Applied Information Technology) Vol 07 No 01 (May 2023)
Publisher : School of Applied Science, Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/ijait.v7i01.5982

Abstract

Human Resources and employees are an important part of the continuity of a company. Employee data management is crucial for a company. Misconduct in managing it could lead to data inconsistency that may cause loss for the company. Previously, ALI Seafood use only office applications to make a simple record of the employee data raising some difficulties in managing the data. These difficulties such as human errors, low capability of the operator, loss of employee data, or errors in real-time data sharing. Centralized Information Technology (IT) system can assist a company in carrying out the process of managing employees, not only to overcome the difficulties above but also in carrying out the process of compiling information that is useful in making strategic decisions for company owners. This research carries out the process of analysis, design, and development of a web-based application and has been fully utilized at ALI Seafood. The main features of the application include managing the organization structure, employment data, attendance, payroll, and application management access. ALI Seafood HR application developed using Laravel framework and MySQL database.

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