2018 International Conference on Information and Communications Technology (ICOIACT)最新文献_第7页

Design of server room temperature and humidity control system using fuzzy logic based on microcontroller 基于单片机模糊逻辑的服务器机房温湿度控制系统设计

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-01 DOI: 10.1109/ICOIACT.2018.8350770

F. H. Purwanto, Ema Utami, E. Pramono

{"title":"Design of server room temperature and humidity control system using fuzzy logic based on microcontroller","authors":"F. H. Purwanto, Ema Utami, E. Pramono","doi":"10.1109/ICOIACT.2018.8350770","DOIUrl":"https://doi.org/10.1109/ICOIACT.2018.8350770","url":null,"abstract":"Server room is a very important asset for a company because in there are servers that contain applications and company databases that are very valuable for the sustainability of a company, therefore the condition of the server room such as temperature, humidity, power and all IT equipment in this room should always be monitored in real time. One way that can be used to control and monitor the temperature and humidity of server room is to use an Internet of Thing (IoT) based system. This research proposed the design of server room temperature and humidity control system using fuzzy logic based on microcontroller Wemos D1 as an infrared transmitter remote control to control temperature and mode setting in Air Conditioner to control temperature and humidity of server room. Fuzzy logic based on microcontroller for control the temperature and humidity of server room was successfully designed and successfully implemented into microcontroller with simulation test results using matlab obtained the value that match with the results on the microcontroller with average AC Temperature Set output deviation 0.03500 and average AC Mode Set output deviation 0.01225. The system is also designed to be able to monitor data temperature, humidity and electricity voltage online using the website and can provide early warning message through social media twitter.","PeriodicalId":6660,"journal":{"name":"2018 International Conference on Information and Communications Technology (ICOIACT)","volume":"21 1","pages":"390-395"},"PeriodicalIF":0.0,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90789152","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: 23

Measuring the quality of various version an object-oriented software utilizing CK metrics 利用CK度量方法度量面向对象软件的不同版本的质量

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-01 DOI: 10.1109/ICOIACT.2018.8350760

Iwan Binanto, H. Warnars, F. Gaol, E. Abdurachman, B. Soewito

引用次数: 9

Determining linear temporal logic formula for decomposed process model 分解过程模型线性时间逻辑公式的确定

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-01 DOI: 10.1109/ICOIACT.2018.8350722

Maryamah, R. Sarno, Afina Lina Nurlaili

引用次数: 2

Detection of unstable approaches in flight track with recurrent neural network 航迹不稳定进近的递归神经网络检测

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-01 DOI: 10.1109/ICOIACT.2018.8350754

A. Hanifa, Saiful Akbar

{"title":"Detection of unstable approaches in flight track with recurrent neural network","authors":"A. Hanifa, Saiful Akbar","doi":"10.1109/ICOIACT.2018.8350754","DOIUrl":"https://doi.org/10.1109/ICOIACT.2018.8350754","url":null,"abstract":"Due to the increasing of air traffic density is needed to improve flight safety level especially in approach and landing phase. A potentially risky approach phase of flight is called an unstable approach. There are related studies in detecting these conditions, including anomaly detection of flight tracks for all flight phases. Compare with Multiple Kernel and Clustering methods, Recurrent Neural Network (RNN) has advantages in term of accuracy, sensitivity towards short term anomaly, and does not require dimensional reduction to identify the flight track anomaly pattern. However, RNN require experts to identify the risk event characteristics that cause anomalies. While heuristic methods can identify anomaly patterns specifically in the approach phase or called unstable approach with rule-based for each risk event. Therefore, this study combines the two methods approach to identify the unstable approach pattern. The main focus of this research is to prepare the data until ready to do the process of model formation by preprocessing technique, then done data modelling using RNN method with architecture stacked Long Short Term Memory (LSTM), and identify the type of risk event that influence unstable approach with heuristic method. In the modelling experiment performed by tuning the optimum value for each input parameter. The optimum value for batch size = 128, epoch = 150, and optimizer is rmsprop, with accuracy value equal to 90.12%, recall value equal to 59,44%, and precision value equal to 100%. That results show that the established model has been able to classify unstable and stable approaches, with high precision value, but the recall value is still low. Therefore for future work, the more amount of unstable approach data can be used to improve performance of data training.","PeriodicalId":6660,"journal":{"name":"2018 International Conference on Information and Communications Technology (ICOIACT)","volume":"R-24 1","pages":"735-740"},"PeriodicalIF":0.0,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84741091","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

Animation opportunities of intelligent multimedia systems in developing a creative economy park 智能多媒体系统在创意经济园区发展中的动画机遇

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-01 DOI: 10.1109/ICOIACT.2018.8350826

M. Suyanto, F. W. Wibowo

{"title":"Animation opportunities of intelligent multimedia systems in developing a creative economy park","authors":"M. Suyanto, F. W. Wibowo","doi":"10.1109/ICOIACT.2018.8350826","DOIUrl":"https://doi.org/10.1109/ICOIACT.2018.8350826","url":null,"abstract":"A creative economy park is a place designed with using a strategic objective in collaborating technological capabilities, information and knowledge transfer, cultivation of innovative high technology enterprises and entrepreneurs, emerging new technological industries within creative economy businesses to encourage an economic development. Universitas Amikom Yogyakarta has declared as a creative economy park and known as the Amikom Creative Economy Park (ACEP). The ACEP encompasses some multimedia environments for aiming at business e.g. software development, film, television, game, radio, animation, advertising, investment advisory, and project design. As known that the multimedia is the field of multiple media sources comprising animation, audio, image, text, and video. This paper addressed at the discussion about the opportunities of the animation model in the intelligent era. The animation has been accepted by people in wider aspects and has assisted people in visual performance for entertaining, learning, modeling, etc. So the animation sector is very interested to be discussed since emerging of the intelligent multimedia fields.","PeriodicalId":6660,"journal":{"name":"2018 International Conference on Information and Communications Technology (ICOIACT)","volume":"17 1","pages":"72-77"},"PeriodicalIF":0.0,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79469980","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

A remedy design of PI controller for liquid level control 液位控制PI控制器的改进设计

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-01 DOI: 10.1109/ICOIACT.2018.8350821

Triana Rahmawati, Ni'matul 'Abdah Adhiya Fakhriy, G. Pratama, A. Cahyadi, S. Herdjunanto

引用次数: 5

Additive survival least square support vector machines and feature selection on health data in Indonesia 印度尼西亚健康数据的加法生存最小二乘支持向量机和特征选择

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-01 DOI: 10.1109/ICOIACT.2018.8350737

C. Khotimah, S. W. Purnami, D. Prastyo

{"title":"Additive survival least square support vector machines and feature selection on health data in Indonesia","authors":"C. Khotimah, S. W. Purnami, D. Prastyo","doi":"10.1109/ICOIACT.2018.8350737","DOIUrl":"https://doi.org/10.1109/ICOIACT.2018.8350737","url":null,"abstract":"Survival analysis is widely applied in many areas such as medicine, public health, engineering, economics, demography, and others. The initial approach has been employed for survival analysis is parametric model. Next, the semi parametric approach so-called Cox Proportional Hazard model (Cox-PHM) was developed. The parameters estimation in Cox PHM use partial likelihood function. The drawback of the Cox PHM is that it requires proportional condition in its hazard function between categories. In addition, it assumes linearity on its covariate pattern. This work employs nonparametric model so-called Additive Survival Least Square Support Vector Machines (A-SURLSSVM). The Cox PHM is used as a benchmark. The first data used in this study are generated from simulation. The second data are three health datasets in Indonesia. The performance of the proposed approach is compared with the benchmark based on the Concordance index (C-index) criterion. The higher C-index indicates better performance. In this study, application on three health datasets produce empirical results that conclude A-SURLSSVM perform better than Cox PHM for both with and without feature selection. In addition, the results of simulation study using 100 replications inform that feature selection can increase the C-index significantly. Moreover, the interaction between covariates yields the main confounder variable (the greatest probability to persist in the model) and the sub-main confounder (the most frequently excluded covariates from the model).","PeriodicalId":6660,"journal":{"name":"2018 International Conference on Information and Communications Technology (ICOIACT)","volume":"6 1","pages":"326-331"},"PeriodicalIF":0.0,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80411806","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

Spoiled meat classification using semiconductor gas sensors, image processing and neural network 变质肉分类采用半导体气体传感器、图像处理和神经网络

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-01 DOI: 10.1109/ICOIACT.2018.8350678

Vinda Setya Kartika, M. Rivai, D. Purwanto

引用次数: 14

Analysis of evaluation quality website from developers perspective for build website 从开发者的角度分析网站质量评价对网站建设的影响

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-01 DOI: 10.1109/ICOIACT.2018.8350697

D. Rahayu, Ema Utami, E. T. Luthfi

{"title":"Analysis of evaluation quality website from developers perspective for build website","authors":"D. Rahayu, Ema Utami, E. T. Luthfi","doi":"10.1109/ICOIACT.2018.8350697","DOIUrl":"https://doi.org/10.1109/ICOIACT.2018.8350697","url":null,"abstract":"According to the law, legal marriage is when marriage registered by the government, this is in accordance with the provisions of article 2 paragraph (2) of law no. 1 year 1974 about marriage. A marriage registered is evidenced by the ownership of marriage certificate and marriage book of married couple. Couples who have children are obliged to report to the population and civil registry, then get birth certificates for children and family members are added to the family card. The marriage electronic card is a physical form of marriage information system by applying Radio Frequency Identification (RFID) on the card, which integrated with the website so the user can access the information using the marriage card's electronic serial number as the username. The electronic marriage card holder can change the data over the marriage permit of the marriage system website which is integrated with population and civil administration records. In this research, a marriage information system concept designed of RFID card communication model, communication between user and website, use case diagram, simple explanation of how RFID card works and responses about the concept of some informatics experts using the method of Unified Theory of Acceptance and Use of Technology (UTAUT). It is expected that this concept can be applied to support e-government of Indonesia.","PeriodicalId":6660,"journal":{"name":"2018 International Conference on Information and Communications Technology (ICOIACT)","volume":"1 1","pages":"120-124"},"PeriodicalIF":0.0,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83016175","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

A double stage micro-inverter for optimal power flow control in grid connected PV system 并网光伏系统中最优潮流控制的双级微型逆变器

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-01 DOI: 10.1109/ICOIACT.2018.8350788

F. Ronilaya, Achsanul Khabib, M. N. Hidayat, Indrazno Siradjudin, E. Rohadi, Rosa Andri Asmara, E. Yudaningtyas

引用次数: 6