2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)最新文献_第2页

Application of PCA-SVM and ANN Techniques for Plastic Identification by Raman Spectroscopy PCA-SVM和ANN技术在拉曼光谱塑料识别中的应用

2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874880

Wilem Musu, A. Tsuchida, H. Kawazumi, Nobuto Oka

{"title":"Application of PCA-SVM and ANN Techniques for Plastic Identification by Raman Spectroscopy","authors":"Wilem Musu, A. Tsuchida, H. Kawazumi, Nobuto Oka","doi":"10.1109/ICORIS.2019.8874880","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874880","url":null,"abstract":"The mechanical recycling of plastics is one of the most efficient approaches for reducing carbon dioxide emissions. Purification of the plastics from shredded waste materials requires versatile techniques, such as optical identification by Raman spectroscopy. The identification procedure demands the spectroscopy expertise to assign molecular structures from spectral peaks. In this study, we demonstrate applications to classify plastics using machine learning techniques under practical recycling industry conditions. Combining the techniques of principal component analysis (PCA) and support vector machine provides an accurate and robust classification of the valuable plastics of polypropylene, polystyrene, and acrylonitrile–butadiene–styrene copolymer. The identification accuracy remained above 95%, even with noise 3 times larger than the original intensity. For noise 10 times larger, the accuracy was more than 70%. Fast and simple computation is also useful for industrial applications, resulting from dimension reduction of the spectroscopic data by PCA Furthermore, artificial neural networks showed high accuracy, close to 100%, after a few epoch calculations.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133941199","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: 5

Green Monitoring System For Energy Saving In Accommodation Services 住宿服务节能绿色监控系统

2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874919

Luh Gede Surya Kartika, Komang Rinartha, Yohanes Priyo Atmojo, I. Wayan Sukadana

{"title":"Green Monitoring System For Energy Saving In Accommodation Services","authors":"Luh Gede Surya Kartika, Komang Rinartha, Yohanes Priyo Atmojo, I. Wayan Sukadana","doi":"10.1109/ICORIS.2019.8874919","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874919","url":null,"abstract":"Bali is an area that emphasizes the economy on the tourism industry. Based on the observation of accommodation services In Bali, Indonesia shows that several hotels or villas are installed with energy-intensive devices. This study aims to produce an energy monitoring system consist of an automatic electrical control system and an energy monitoring information system. The system is to help controlling and monitoring energy use in accommodation services, named the Green Monitoring System. The automatic control system uses a Programmable Logic Controller which consists of a DHT11 sensor, ACS712 electric current sensor, and infrared. Electronic devices that are controlled by this system are Air Conditioning (AC). Data obtained from the electrical control system, is then processed and displayed through a monitoring information system. The concept of monitoring information system development was developed with a green software development life cycle approach. This study produced two information system prototypes and the results of the analysis show that differences in design and coding have a significant impact on the greenness of information systems.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":" 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114053235","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

Effect of Line Splitting by New Substation on 500kV Transmission Line Compensated at One End 新建变电站分线对500kV线路一端补偿的影响

2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874913

A. A. Kusuma, Putu Agus Aditya Pramana, B. Harsono, Buyung Sofiarto Munir

{"title":"Effect of Line Splitting by New Substation on 500kV Transmission Line Compensated at One End","authors":"A. A. Kusuma, Putu Agus Aditya Pramana, B. Harsono, Buyung Sofiarto Munir","doi":"10.1109/ICORIS.2019.8874913","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874913","url":null,"abstract":"This study is performed to determine the transient characteristic of 500kV transmission line in Java-Bali grid which is split into two segment due to construction of new substation in the middle of transmission line. The new substation is intended to increase the reliability of system to comply with load demand growth. Splitting of existing transmission line probably causes one of the segments experience over compensation, because the existing shunt reactor on the transmission line is still used to reduce the system voltage during energize and switching process. While the other transmission line segment does not require any shunt reactor based on load flow analysis that has been performed. Splitting of existing transmission line also causes only one transpose in each segment of transmission line, so it is not effective in minimizing the mutual inductive and capacitive coupling on the transmission line. The objectives of the study are ensuring the success of auto reclose scheme on each transmission line segment and minimizing the probability of equipment breakdown due to overvoltage during single phase to ground fault and open phase fault on both of transmission line segments. The study is performed by doing calculation and simulation in transient analysis application based on data in existing and future system conditions.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129337667","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

Enterprise Architecture: Key to Successful Digital Business Transformation 企业架构:数字化业务转型成功的关键

2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874926

Gat, Sandy Kosasi, Kartika Sulsatri

{"title":"Enterprise Architecture: Key to Successful Digital Business Transformation","authors":"Gat, Sandy Kosasi, Kartika Sulsatri","doi":"10.1109/ICORIS.2019.8874926","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874926","url":null,"abstract":"Continuous improvement in an organization, particularly one which offers various types of services, cannot be separated from the presence of new technology. Integrating businesses and information technology resources can accommodate quick and precise adaption to changes. The purpose of this study is to develop a business architecture model using The Open Group Architecture Framework (TOGAF) Architecture Development Method (ADM). In particular, this study aims at the business architecture of STMIK Pontianak, whose depiction uses Business Process Mapping (BPM) and the notation employes Business Process Mapping Notation (BPMN). Afterward, it conducts a business process gap analysis. Data collection utilizes a planned interview method by means of questionnaires to respondents which later is presented in enclosed answers. The scale of measurement in these questionnaires employs a Likert scale, while the percentage of each question is calculated in the software of Microsoft Excel. Findings show that of 100% information technology services and business architecture information systems targetted, only 40% of STMIK Pontianak Information Technology (IT) services have been computerized. This suggests STMIK Pontianak to reconstruct its main business model in order to provide valuable human resourcer for larger communities.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128841144","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

The Effect of E-Learning on Students Learning of STMIK STIKOM Bali 电子学习对巴厘岛STMIK学生学习的影响

2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874872

Ni Nyoman Supuwiningsih, Paula Dewanti, M. Rusli

引用次数: 1

Analysis of Strategy for Targeted New Student Using K-Means Algorithm 基于k -均值算法的定向新生策略分析

2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874903

Green Arther Sandag, Edson Yahuda Putra, Rizal Luther Wurangian, Natanael Believer Tulangow

{"title":"Analysis of Strategy for Targeted New Student Using K-Means Algorithm","authors":"Green Arther Sandag, Edson Yahuda Putra, Rizal Luther Wurangian, Natanael Believer Tulangow","doi":"10.1109/ICORIS.2019.8874903","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874903","url":null,"abstract":"The admission of new students at Universitas Klabat is held every semester. Especially in Faculty of Computer Science which has two departments, namely Information Systems and Informatics that are growing. So that new student data continues to grow every year. The data obtained can be managed to produce important information as an institutional reference in making decisions, such as determining a promotion strategy. Through the right promotion strategy, Faculty can reduce costs for promotion. Therefore, this research was conducted to determine an effective and efficient promotion strategy to targeted new student and information can be spread on the right target. This study uses data from newly enrolled students consisting of 243 data using several attributes such as program study, gender, origin, religion, school, major, and promotion. We used K-Means algorithm, which is one of the non-hierarchical clustering data methods in classifying student data into several clusters based on data similarity, so that students who have the same characteristics are grouped into one cluster. We also used a statistical gap method to determine an optimum cluster. The cluster of students was classified into three clusters in the followings: cluster 0 produces 59 data, cluster 1 produces 94 data, and cluster 2 produces 90 data.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126155146","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

ICORIS 2019 Preface

2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/icoris.2019.8874887

引用次数: 0

Assessing the Impact of Enterprise Software Design Patterns on Maintainability: A Case Study 评估企业软件设计模式对可维护性的影响:一个案例研究

2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874885

I. M. Bhaskara Gautama, Siti Rochimahx, R. J. Akbar

{"title":"Assessing the Impact of Enterprise Software Design Patterns on Maintainability: A Case Study","authors":"I. M. Bhaskara Gautama, Siti Rochimahx, R. J. Akbar","doi":"10.1109/ICORIS.2019.8874885","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874885","url":null,"abstract":"Software design patterns are used to improve the software quality. There are distinct kinds of software, as well as design patterns. One of them is patterns for enterprise application architecture. Although enterprise design patterns are said to be able to improve the software quality, there is a lack of literature that discusses the evidence of the impact. This preliminary study proposes a method to assess the impact of enterprise software design pattern on maintainability. We use the Academic Information System (AIS) of Institut Teknologi Sepuluh Nopember (ITS) as a case study. It is enterprise software which is frequently maintained and need to be evolved. The software maintainability is measured by using C&K metrics. Then we calculate the relative change and evaluate it based on viewpoints of the metrics. Transaction Script pattern is selected to verify the method. As a result, it decreases the maintainability instead of improving it. The result of this preliminary study shows that design patterns did not improve the software maintainability. Based on the previous researches, it depends on several factors which may be studied in the future work. Thus, we need to propose a method to select the appropriate patterns or whether we use design patterns or not.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133951638","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

Analysis Of Twitter Sentiment Using The Classification Of Naive Bayes Method About Television In Indonesia 用朴素贝叶斯方法分类印尼电视推特情绪分析

2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874896

Evi Dewi Sri Mulyani, Dani Rohpandi, Fityan Atqia Rahman

{"title":"Analysis Of Twitter Sentiment Using The Classification Of Naive Bayes Method About Television In Indonesia","authors":"Evi Dewi Sri Mulyani, Dani Rohpandi, Fityan Atqia Rahman","doi":"10.1109/ICORIS.2019.8874896","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874896","url":null,"abstract":"Television is one of the most widely used electronic mass media in Indonesia. This is because it is easy and inexpensive to be able to watch television broadcasts. Accompanied by the rapid development of the television industry from day to day, causing each television station to compete to present various kinds of shows. Twitter as a micro blog-based social media, is also used by the television industry for publication media, besides that it is also a mouthpiece for criticism and public advice on the programs being aired. Indonesian society with a large number is directly proportional to the number of tweets about television topics in Indonesia. This can be a difficult problem if the assessment data in the form of tweets from the community is still processed manually to produce information regarding the evaluation of television shows. To that end, the authors propose to analyze the data of tweets using an application with a naive Bayes algorithm to be able to produce information on public sentiment assessment regarding television shows. This application is designed using the Python language and PHP. The accuracy value obtained in this study is 91.67%.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128818812","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: 5

Android-Based Application To Detect Drowsiness When Driving Vehicle 基于android的应用程序，以检测睡意时驾驶车辆

2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874905

M. Tombeng, Hence Kandow, S. I. Adam, Argha Silitonga, Juve Korompis

引用次数: 4