IJAIT (International Journal of Applied Information Technology)最新文献

Development Interactive Vending Machine For Supporting The Health Protocol of The New Normal Era at Telkom University 在 Telkom 大学开发支持新常态时代健康协议的互动式自动售货机

IJAIT (International Journal of Applied Information Technology) Pub Date : 2023-11-24 DOI: 10.25124/ijait.v7i02.5674

Ady Purna Kurniawan, Rio Korio Utoro, Y. Siradj, Amnaduny Akhara

引用次数: 0

Implementation of Data Governance on the Open Government Data Management Platform to Improve Data Quality 在开放式政府数据管理平台上实施数据治理以提高数据质量

IJAIT (International Journal of Applied Information Technology) Pub Date : 2023-08-21 DOI: 10.25124/ijait.v7i02.5979

Khairul Habibie, S. Suhardi, Wardani Muhamad

引用次数: 0

A Review: Data Quality Problem in Predictive Analytics 展望:预测分析中的数据质量问题

IJAIT (International Journal of Applied Information Technology) Pub Date : 2023-08-18 DOI: 10.25124/ijait.v7i02.5980

Heru Nugroho

{"title":"A Review: Data Quality Problem in Predictive Analytics","authors":"Heru Nugroho","doi":"10.25124/ijait.v7i02.5980","DOIUrl":"https://doi.org/10.25124/ijait.v7i02.5980","url":null,"abstract":"As data size continues to grow, there has been a revolution in computational methods and statistics to process and analyze data into insight and knowledge. This change in the paradigm of analytical data from explicit to implicit raises the way to extract knowledge from data through a prospective approach to determine the value of new observations based on the structure of the relationship between input and output. Data preparation is a very important stage in predictive analytics. To run quality analytical data, data with good quality is needed in accordance with the criteria. Data quality plays an important role in strategic decision making and planning before the digital computer era. The main challenge faced is that raw data cannot be directly used for analysis. One problem that arises related to data quality is completeness. Missing data is one that often causes data to become incomplete. As a result, predictive analysis generated from these data becomes inaccurate. In this paper we will discuss the problems related to the quality of data in predictive analytics through a literature study from related research. In addition, challenges and directions that might occur in the predictive analytics domain with problems related to data quality will be presented.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128798729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Implementing Process Mining in Indonesia Health Care: Challenges and Potentials 在印度尼西亚卫生保健中实施过程挖掘:挑战和潜力

IJAIT (International Journal of Applied Information Technology) Pub Date : 2023-08-01 DOI: 10.25124/ijait.v7i01.4688

G. Kusuma, A. Kurniati, F. Hafidz, O. Johnson

{"title":"Implementing Process Mining in Indonesia Health Care: Challenges and Potentials","authors":"G. Kusuma, A. Kurniati, F. Hafidz, O. Johnson","doi":"10.25124/ijait.v7i01.4688","DOIUrl":"https://doi.org/10.25124/ijait.v7i01.4688","url":null,"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.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132610039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The Implementation of Tangible Interaction in Microcontroller-Based Interactive Animal Introduction Game “MARGA” for Intellectual Disability Children 基于单片机的智障儿童互动动物介绍游戏“MARGA”中有形交互的实现

IJAIT (International Journal of Applied Information Technology) Pub Date : 2023-07-28 DOI: 10.25124/ijait.v7i01.5981

Rio Korio Utoro, Putri Ilyassani, Benedicta Butarbutar, Fathari Zain Hardianto, M. Usda

{"title":"The Implementation of Tangible Interaction in Microcontroller-Based Interactive Animal Introduction Game “MARGA” for Intellectual Disability Children","authors":"Rio Korio Utoro, Putri Ilyassani, Benedicta Butarbutar, Fathari Zain Hardianto, M. Usda","doi":"10.25124/ijait.v7i01.5981","DOIUrl":"https://doi.org/10.25124/ijait.v7i01.5981","url":null,"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.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128763986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Simple Machine Learning Architecture as a Service 简单机器学习架构即服务

IJAIT (International Journal of Applied Information Technology) Pub Date : 2023-07-28 DOI: 10.25124/ijait.v7i01.5991

Tora Fahrudin, D. Wijaya

引用次数: 0

Evaluating Service Computing Framework with Scrum through a Case Study 通过案例研究评估Scrum中的服务计算框架

IJAIT (International Journal of Applied Information Technology) Pub Date : 2023-07-27 DOI: 10.25124/ijait.v7i01.5988

Andri Kusdiyanto, Wardani Muhamad, S. Suhardi

{"title":"Evaluating Service Computing Framework with Scrum through a Case Study","authors":"Andri Kusdiyanto, Wardani Muhamad, S. Suhardi","doi":"10.25124/ijait.v7i01.5988","DOIUrl":"https://doi.org/10.25124/ijait.v7i01.5988","url":null,"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.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129878916","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

LATESS: Library Anti-Theft Electronic Surveillance System 图书馆防盗电子监控系统

IJAIT (International Journal of Applied Information Technology) Pub Date : 2023-07-20 DOI: 10.25124/ijait.v7i01.5451

Benjamin Kommey, E. Odametey, Yoocee Direntwi Ansah, Valdo Ato Kekeli Abruquah

{"title":"LATESS: Library Anti-Theft Electronic Surveillance System","authors":"Benjamin Kommey, E. Odametey, Yoocee Direntwi Ansah, Valdo Ato Kekeli Abruquah","doi":"10.25124/ijait.v7i01.5451","DOIUrl":"https://doi.org/10.25124/ijait.v7i01.5451","url":null,"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.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127736842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The Development of Human Resources Data Management Application at PT. Anugrah Laut Indonesia 印尼Anugrah Laut公司人力资源数据管理应用的开发

IJAIT (International Journal of Applied Information Technology) Pub Date : 2023-07-20 DOI: 10.25124/ijait.v7i01.5982

Dahliar Ananda, Hetti Hidayati, Cahyana Cahyana

{"title":"The Development of Human Resources Data Management Application at PT. Anugrah Laut Indonesia","authors":"Dahliar Ananda, Hetti Hidayati, Cahyana Cahyana","doi":"10.25124/ijait.v7i01.5982","DOIUrl":"https://doi.org/10.25124/ijait.v7i01.5982","url":null,"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.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114661518","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Dynamic Horizontal Voting Ensemble Deep Learning Approach to Combined Classification for Human Age, Gender and Ethnicity Soft Biometric Using Fingerprint Pattern 基于指纹模式的人类年龄、性别和种族软生物特征联合分类的动态水平投票集成深度学习方法

IJAIT (International Journal of Applied Information Technology) Pub Date : 2023-07-18 DOI: 10.25124/ijait.v6i02.5472

Olorunsola Stephen Olufunso, A. Evwiekpaefe, Martins E. Irhebhude

{"title":"Dynamic Horizontal Voting Ensemble Deep Learning Approach to Combined Classification for Human Age, Gender and Ethnicity Soft Biometric Using Fingerprint Pattern","authors":"Olorunsola Stephen Olufunso, A. Evwiekpaefe, Martins E. Irhebhude","doi":"10.25124/ijait.v6i02.5472","DOIUrl":"https://doi.org/10.25124/ijait.v6i02.5472","url":null,"abstract":"There is paucity of information regarding the probability that fingerprints may reveal combined soft biometric trait of human age, gender, and ethnicity. This challenge is due to lack of data. This has however, prompted academics to conduct their demographic classification-related work using the limited fingerprint dataset that is now available. However, complete fingerprint datasets collected under conventional and real-world conditions are not easily available for research reasons. This research aims to design a multi-task Deep Learning model for classifying the combined traits of ethnicity, gender, and age group estimation using fingerprint pattern. The fingerprint database was collected using a live scan method in real-world conditions, with subjects from three most numerous racial groups of Nigeria which are Yoruba, Igbo and Hausa, with consideration of the subject gender and age groups. The proposed method for the fingerprint image classification and training is the novel Dynamic Horizontal Voting Ensemble (DHVE) with Hybrid of Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) being utilized as the base (weak) learner. The dynamic selection method was utilized to determine classifiers in the normal horizontal voting ensemble, hence enhancing the ensemble technique's average accuracy. Standard performance classification metric inclusive of Accuracy, hold in thoughts, Precision, and F1 rating had been implemented to evaluate the model's performance. The result shows 76% accuracy in predicting person’s combined age group, ethnicity and gender. We also compared its performance against other approaches. It outperforms other cutting-edge algorithm like the CNN model in terms of performance metrics.","PeriodicalId":301335,"journal":{"name":"IJAIT (International Journal of Applied Information Technology)","volume":"52 23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124616864","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0