2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)最新文献

筛选
英文 中文
A Web-Based Decision Support System of Patient Time Prediction Using Iterative Dichotomiser 3 Algorithm 基于迭代二分法的基于web的患者时间预测决策支持系统
A. E. Permanasari, Abd. Dzuljalali Wal Ikram, Marcus Nurtiantara Aji, H. A. Nugroho, Intan Sulistyaningrum Sakkinah
{"title":"A Web-Based Decision Support System of Patient Time Prediction Using Iterative Dichotomiser 3 Algorithm","authors":"A. E. Permanasari, Abd. Dzuljalali Wal Ikram, Marcus Nurtiantara Aji, H. A. Nugroho, Intan Sulistyaningrum Sakkinah","doi":"10.1109/ICITEED.2019.8929969","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929969","url":null,"abstract":"The development of the supporting system is an essential component at the hospital. In general, animal hospitals have a similar form of service in human hospitals. The problem is arising because of limited inpatient room of the animal hospital. It can directly affect the quality of service to patients, especially if the number of patients is booming. The implementation of the Decision Support System (DSS) can enhance hospital services section by predicting patient recovery time. It is needed to help staff in arranging available inpatient rooms. We utilize the Iterative Dichotomiser 3 (ID3) algorithm to build a decision tree which is then translated into classification rules. ID3 algorithm is used to classify the variables contained in a patient’s medical record dataset. The results yielded a classification of estimated recovery time into three categories, namely 1-5 days, 6-10 days, and >10 days with 60% testing accuracy. Finally, we develop a prototype based decision tree to display the computation. The system can assist the administrative staff in maximizing inpatient room management, while animal owners can estimate the costs needed.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"26 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77104908","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: 1
Chatbot Evaluation as Knowledge Application: a Case Study of PT ABC 作为知识应用的聊天机器人评价:以PT ABC为例
D. I. Sensuse, Venniesa Dhevanty, Ernestina Rahmanasari, D. Permatasari, Bimo Eka Putra, Jonathan Sofian Lusa, M. Misbah, P. Prima
{"title":"Chatbot Evaluation as Knowledge Application: a Case Study of PT ABC","authors":"D. I. Sensuse, Venniesa Dhevanty, Ernestina Rahmanasari, D. Permatasari, Bimo Eka Putra, Jonathan Sofian Lusa, M. Misbah, P. Prima","doi":"10.1109/ICITEED.2019.8929967","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929967","url":null,"abstract":"ELISA chatbot acts as an automated answering machine to users' problem in PT ABC. Implemented in May 2018, it succeeded to provide a faster response time than offline customer service. However, it still has issues in delivering accurate and appropriate responses. One of the reasons is the lack of system control and evaluation. This paper aims to evaluate how ELISA chatbot, as a knowledge application, benefits the company using DeLone & McLean model of information system as a reference. A survey was conducted, and SEM-PLS was utilized to process the data. The result shows that information quality, service quality, and intention to use significantly affect user satisfaction in ELISA. Suggestions for ELISA improvement includes machine learning technology utilization and nonfunctional improvements.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"16 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76533859","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: 7
Multi-step Power Consumption Forecasting in Thailand Using Dual-Stage Attentional LSTM 基于双阶段注意力LSTM的泰国多步电力消费预测
Chukwan Siridhipakul, P. Vateekul
{"title":"Multi-step Power Consumption Forecasting in Thailand Using Dual-Stage Attentional LSTM","authors":"Chukwan Siridhipakul, P. Vateekul","doi":"10.1109/ICITEED.2019.8929966","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929966","url":null,"abstract":"Our task is to forecast the next day’s power consumption in the half-hour interval for a total of 48 intervals. There are many studies that proposed models for power consumption forecasting problems but most of the previously proposed techniques focus on impact from different time step to power consumption, the importance of different features was not considered in these works. The Dual-Stage Attention-Based Recurrent Neural Network (DA-RNN) is the state-of-the-art in time series forecasting that considers both varying impacts from different time features for one-step-ahead forecasting. On the contrary, our work focuses on multi-step-ahead forecasting. In this paper, we aim to apply Dual-Stage Attentional LSTM for a multi-step-ahead power consumption forecasting problem. Experiments were conducted on Thailand’s power consumption data consisting of 5 control areas, weather data, and day type (weekday/weekend). We use RMSE and MAPE as evaluation metrics, the results showed that the Dual-Stage Attentional LSTM outperformed traditional models in both metrics.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"46 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86466530","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: 9
Gain Compensation of Massive MIMO for Shifting from 4G to 5G Mobile Communications 从4G向5G移动通信过渡的大规模MIMO增益补偿
Worapon Phuangkor, P. Uthansakul
{"title":"Gain Compensation of Massive MIMO for Shifting from 4G to 5G Mobile Communications","authors":"Worapon Phuangkor, P. Uthansakul","doi":"10.1109/ICITEED.2019.8929989","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929989","url":null,"abstract":"Massive MIMO becomes a key technology for the fifth generation (5G) of mobile communications that will improve major performances such as higher data rates, more reliability, lower latency and more channel capacities. Along with the requirement of higher frequency bandwidth in 5G, the most referred frequency band is in the range of 26-28 GHz which has an extremely short wavelength. Thus it naturally causes the shortening of the signal distribution distance due to the large signal attenuation. Comparing with the 4G mobile communication, the overall performance of 5G could be inferior to 4G by higher frequency band but it can be compensated by using more number of antennas for massive MIMO integrating with more antenna gain for each antenna element. In this paper, the study of gain effect to improve the performance of 5G communications is presented. The key performances in terms of throughput and spectral efficiency are examined to be a useful guideline for further designing on 5G massive MIMO.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"46 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78377673","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: 1
Comparing LACP Implementation between Ryu and Opendaylight SDN Controller Ryu和Opendaylight SDN控制器LACP实现的比较
F. Baskoro, Risanuri Hidayat, S. Wibowo
{"title":"Comparing LACP Implementation between Ryu and Opendaylight SDN Controller","authors":"F. Baskoro, Risanuri Hidayat, S. Wibowo","doi":"10.1109/ICITEED.2019.8929986","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929986","url":null,"abstract":"Software Defined Network (SDN) is one of the recent trends in computer networks research. One of the issues faced by SDN deployment is the compatibility with the existing network infrastructure. One of them is the ability to handle Link Aggregation Control Protocol (LACP). This paper’s objective is to compare LACP implementation in Software Defined Network between two different SDN controller, Ryu, and Opendaylight. The experiment conducts in Mininet simulation and real hardware experiment. The parameters being observed are aggregation throughput and switchover-time. The results show that Ryu and Opendaylight have nearly the same aggregation throughput. While the switchover-time using Opendaylight is much faster rather than Ryu.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"133 1","pages":"1-4"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85266945","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: 4
9 March 2016 Solar Eclipse Effects F2 Layer Peak Electron Density at Conjugate Points over Southeast Asia Region 日食对东南亚地区共轭点F2层峰值电子密度的影响
Nimit Insakun, N. Wichaipanich, K. Hozumi
{"title":"9 March 2016 Solar Eclipse Effects F2 Layer Peak Electron Density at Conjugate Points over Southeast Asia Region","authors":"Nimit Insakun, N. Wichaipanich, K. Hozumi","doi":"10.1109/ICITEED.2019.8930004","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8930004","url":null,"abstract":"In this paper, the effect of March 9, 2016 solar eclipse on the F2 layer peak electron density (NmF2) at conjugate points in Southeast Asia is presented. NmF2 is calculated from the F2 layer critical frequency (foF2) that is manually scaled from three ionosonde stations in Southeast Asia region. Two ionosonde stations are in Thailand, namely Chiang Mai $(18.76^{circ} N, 98.93^{circ} E$, Dip $12.7^{circ} N)$ and Chumphon $(10.72^{circ} N, 99.38^{circ}$E, Dip $3.2^{circ} N)$. One station is in Indonesia, namely Kototabang $(0.2^{circ}mathrm{S}, 100.32^{circ}$E, Dip $10.1^{circ} S)$. These ionosonde stations are located at conjugate points in Southeast Asia. The daily interquartile range (every 15 minutes) of NmF2 data from 4$^{th}$ March to 15$^{th}$ March 2016 were analyzed the NmF2 variations during before and after the solar eclipse day on 9$^{th}$ March 2016. Besides, the monthly median, the upper boundary and lower boundary of NmF2 compared with the observed ones were used for analyzing the anomalous variations. The results of this study indicate that the NmF2 value increases during 2 days before and after the eclipse day while it decreases on solar eclipse day for all 3 stations.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"9 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85665659","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: 1
Finger Movement Detection Based on Multiple EMG Positions 基于多个肌电图位置的手指运动检测
Apiwat Junlasat, Tanatawan Kamolklang, P. Uthansakul, M. Uthansakul
{"title":"Finger Movement Detection Based on Multiple EMG Positions","authors":"Apiwat Junlasat, Tanatawan Kamolklang, P. Uthansakul, M. Uthansakul","doi":"10.1109/ICITEED.2019.8929980","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929980","url":null,"abstract":"The use of ElectroMyoGraphy (EMG) has been widely applied to many applications. To further develop more sophisticated applications, the more advanced techniques of EMG detections have to be studied. So far there are a few works to study the detection of finger movements using EMG. However, they cannot provide the exact solution of finger detection using only one EMG position. Therefore, this paper presents the finger movement detection based on multiple EMG positions. The investigation is carried out by using Myoware muscle sensors to record EMG signals. The measured EMG signals are captured and processed in a low computational processing unit. The results indicate the successful finding of finger movement detection based on multiple EMG positions.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"150 1","pages":"1-4"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77439532","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: 6
Stabilization Of Quadrotor on SO(3) With Robust Proportional-Derivative to Compensate CoG 基于SO(3)鲁棒比例导数补偿力矩的四旋翼镇定
A. H. Ginting, O. Wahyunggoro, A. Cahyadi, Muhammad Faris
{"title":"Stabilization Of Quadrotor on SO(3) With Robust Proportional-Derivative to Compensate CoG","authors":"A. H. Ginting, O. Wahyunggoro, A. Cahyadi, Muhammad Faris","doi":"10.1109/ICITEED.2019.8929961","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929961","url":null,"abstract":"In this paper, a robust PD controller for a quadrotor is presented. This controller is proposed for stabilizing the quadrotor with uncertain position of center of gravity (CoG), when the origin of quadrotor is placed in CoG. The exponential coordinates parameter is used to represent the attitude in dynamic and proposed control system, to avoid complexities and ambiguities associated with other attitude representations such as Euler angles or quaternions. The simulation results indicate that by designing an upper bound compensator for the uncertain position of CoG, the proposed control system can stabilize the hovering condition without the knowledge of the position of CoG.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"1 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82832230","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: 1
Parallelized Execution of Serenity Framework Based Automated Test: A Case Study 基于Serenity框架的自动化测试的并行执行:一个案例研究
Fransiskus Anindita Kristiawan Pramana Gentur Sutapa, S. Kusumawardani, A. E. Permanasari
{"title":"Parallelized Execution of Serenity Framework Based Automated Test: A Case Study","authors":"Fransiskus Anindita Kristiawan Pramana Gentur Sutapa, S. Kusumawardani, A. E. Permanasari","doi":"10.1109/ICITEED.2019.8929968","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929968","url":null,"abstract":"Software testing is one of the most important parts of the software development cycle. One of the important software testings to conduct is regression testing. Regression testing is done to verify that no new errors arise as a result of incorrect corrections so that the quality of the software being tested is maintained. The regression testing process is an important process to be carried out on a software product. The use of the automated test is considered as an effective approach for regression testing because the manual regression testing process for each release of software changes will be vulnerable to tester mistake. Serenity framework is one of a framework for conducting automated testing, that is structured, has an automated test report generation feature, and is easy to use. However, in the previous research, the execution of automated tests is done serially which is inefficient in terms of time. To overcome this problem, a parallelization approach is presented in this research. With this parallelization, the regression test has been successfully carried out in a more efficient way and in a more effective way compared to the manual regression tests and the serial test execution.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"89 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83895165","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: 1
High Bandwidth Contactless Rotary Transmitter Design Optimized for Baseband Transmission 针对基带传输优化的高带宽非接触式旋转发射机设计
Christian Panhans, R. Stolle
{"title":"High Bandwidth Contactless Rotary Transmitter Design Optimized for Baseband Transmission","authors":"Christian Panhans, R. Stolle","doi":"10.1109/ICITEED.2019.8929945","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929945","url":null,"abstract":"This paper describes a novel system engineering approach of a rotary transmitter with a free rotating center. First, the basic architecture is classified and compared with common rotary transmitter designs. Second, a basic model is used to develop an optimizing strategy for the physical channel, to achieve channel characteristics suitable for baseband transmission systems. Furthermore, difficulties of a multichannel architecture are outlined before developing suitable solutions. Finally, the concept is verified practically with the help of a 1000Base-T Ethernet rotary transmitter.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"14 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75459703","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: 1
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信