Journal of Applied Information, Communication and Technology最新文献

Journal of Applied Information, Communication and Technology Pub Date : 2021-03-18 DOI: 10.33555/EJAICT.V7I1.76

Jeffry Hirawan, Itmam Al Rasyid

引用次数: 0

Development of an on-Premise Indonesian Handwriting Recognition Backend System Using Open Source Deep Learning Solution For Mobile User 基于开源深度学习解决方案的印尼手写识别后端系统的开发

Journal of Applied Information, Communication and Technology Pub Date : 2021-03-17 DOI: 10.33555/JAICT.V7I2.109

Gianino Masasi, James Purnama, M. Galinium

{"title":"Development of an on-Premise Indonesian Handwriting Recognition Backend System Using Open Source Deep Learning Solution For Mobile User","authors":"Gianino Masasi, James Purnama, M. Galinium","doi":"10.33555/JAICT.V7I2.109","DOIUrl":"https://doi.org/10.33555/JAICT.V7I2.109","url":null,"abstract":"Existing handwriting recognition solution on mobile app provides off premise service which means the handwriting is processed in overseas servers. Data sent to abroad servers are not under our control and could be possibly mishandled or misused. As recognizing handwriting is a complex problem, deep learning is needed. This research has the objective of developing an on premise Indonesian handwriting recognition using open source deep learning solution. Comparison of various deep learning solution to be used in the development are done. The deep learning solution will be used to build architectures. Various database format are also compared to decide which format is suitable to gather Indonesian handwriting database. The gathered Indonesian handwriting database and built architectures are used for experiments which consists of number of Convolutional Neural Network (CNN) layers, rotation and noise data augmentation, and Gated Recurrent Unit (GRU) vs Long Short Term Memory (LSTM). Experiment results shows that rotation data augmentation is the parameter to be change to improve word accuracy and Character Error Rate (CER). The improvement is 64.8% and 23.2% to 69.6% and 20.6% respectively.","PeriodicalId":144274,"journal":{"name":"Journal of Applied Information, Communication and Technology","volume":"37 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131196339","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

Measuring Client Satisfaction Level From Migration Manual Reconciliations system to Automatic Reconciliations system In Bank Danamon Indonesia Using Kano Model 用Kano模型衡量印尼银行从人工对账系统迁移到自动对账系统的客户满意度

Journal of Applied Information, Communication and Technology Pub Date : 2019-10-25 DOI: 10.33555/ejaict.v6i2.65

Rizaldi Rizaldi

引用次数: 0

A Case Study in PT. XYZ: Aligning Capacity of Information Technology Human Resources in the Headquarter and Subsidiary Office using IT Governance Framework 以PT. XYZ为例:利用IT治理框架协调总部和子公司的信息技术人力资源能力

Journal of Applied Information, Communication and Technology Pub Date : 2019-10-25 DOI: 10.33555/ejaict.v6i2.64

Andy Asmoro

引用次数: 0

Implementing Website Design Based on Search Engine Optimization (SEO) Checklist to Increase Web Popularity 实现基于搜索引擎优化(SEO)清单的网站设计，以提高网站的知名度

Journal of Applied Information, Communication and Technology Pub Date : 2019-10-25 DOI: 10.33555/ejaict.v6i2.67

Agus Budi Harto

引用次数: 7

Case Study Risk Based Approach for Life Cycle Computerized System in Pharmaceutical Industry 基于风险的制药行业生命周期计算机化系统案例研究

Journal of Applied Information, Communication and Technology Pub Date : 2019-10-25 DOI: 10.33555/ejaict.v6i2.66

Yodi Fitrio

引用次数: 0

Building Data Mining Decision Tree Model for Predicting Employee Performance 建立预测员工绩效的数据挖掘决策树模型

Journal of Applied Information, Communication and Technology Pub Date : 2019-10-25 DOI: 10.33555/ejaict.v6i2.79

Ira Mellisa

{"title":"Building Data Mining Decision Tree Model for Predicting Employee Performance","authors":"Ira Mellisa","doi":"10.33555/ejaict.v6i2.79","DOIUrl":"https://doi.org/10.33555/ejaict.v6i2.79","url":null,"abstract":"Human resource is one of the functions of a company that is considered as an asset. Therefo re, the theory of performance qualificat ion was adopted by the company in order to get an overview of employee performance. Furthermore, the company needs an effective method to predict the performance not only for the employees but also for the new applic ants. The goals of this research are to get a decision tree model of the employee performance. By learning employee data, the performance of the new applicants could be predicted. The study would provide the characteristic of new applicants who will give better performance than other applicants . The data from a company in Indonesia will have been used for this research. The data mining technique will be applied to the data of operators (such as admins, clerks, cashiers, machine operators, and security offi cers). The data mining technique was use d is decision tree. The decision tree technique was commonly used for a supervised learning data. The decision tree technique also has advantages compared others, because of its ability to produce information that is easy to understand. The result of this research shown the high dependency of employee performance with employment type (work contract). It also means that employees are encouraged to provide good performance to the company if those employees have become p ermanent employees. This research also showed that there is no relationship between employee performances with gender or position grade.","PeriodicalId":144274,"journal":{"name":"Journal of Applied Information, Communication and Technology","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134085319","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: 2

Augmented Reality to Interior Design Company Performance 增强现实对室内设计公司绩效的影响

Journal of Applied Information, Communication and Technology Pub Date : 2019-04-25 DOI: 10.33555/ejaict.v6i1.59

Septiyanti Septiyanti

引用次数: 0

Democracy & Act 11 of 2008 (Chapter VII, Article 27, Paragraph 3) 2008年第11号《民主与法案》(第七章第27条第3款)

Journal of Applied Information, Communication and Technology Pub Date : 2019-04-25 DOI: 10.33555/ejaict.v6i1.60

Yudha Fernando Silitonga

引用次数: 0

Business Feasibility Research in Opening Learning Centre at Balaraja based on SWOT and AHP Method 基于SWOT和AHP方法的Balaraja开放式学习中心经营可行性研究

Journal of Applied Information, Communication and Technology Pub Date : 2019-04-25 DOI: 10.33555/ejaict.v6i1.61

Y. Yunita

引用次数: 1