2017 5th International Conference on Information and Communication Technology (ICoIC7)最新文献_第4页

The improvement of Indonesian news curator classification in Twitter Twitter中印尼新闻策展人分类的改进

2017 5th International Conference on Information and Communication Technology (ICoIC7) Pub Date : 2017-05-01 DOI: 10.1109/ICOICT.2017.8074658

Jaka E. Sembodo, E. B. Setiawan, Z. Baizal

{"title":"The improvement of Indonesian news curator classification in Twitter","authors":"Jaka E. Sembodo, E. B. Setiawan, Z. Baizal","doi":"10.1109/ICOICT.2017.8074658","DOIUrl":"https://doi.org/10.1109/ICOICT.2017.8074658","url":null,"abstract":"Indonesian news curators is Indonesian Twitter users that have characteristics like: following the development of news article, sharing the news via retweet or copying URL in tweet, or also giving feedbacks about news article in Twitter. This users have important role in helping the process of journalistic especially as news sources in Twitter. In generally, there are two kind of news curators in Twitter. First news story curator, it was Twitter user that made the tweet manually. Second news aggregator, it was Twitter user that made tweet automatically using third-party tools. Our previous work about this topic, we developed a framework for classifying this Twitter user using seven features such as: profile description, follower, location, URLs, mention, retweet and general tweet. The performance of system produced 86.15% accuracy. In this paper, our purpose is to improve the performance of previous framework with adding five features such as website, verified status, hashtag, number of like and number of retweet. The performance of system using supervised machine learning produced 93.66% accuracy, then we optimized it using Feature Subset Selection method and produced 95.55% accuracy. Lastly, we implemented the framework be a web-based tool that can classified Indonesian Twitter user into three classes (news story curator, news aggregator, not both) automatically.","PeriodicalId":244500,"journal":{"name":"2017 5th International Conference on Information and Communication Technology (ICoIC7)","volume":"101 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128193016","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

Software application for maintenance system: A combination of maintenance methods in printing industry 维修系统的软件应用:印刷工业维修方法的组合

2017 5th International Conference on Information and Communication Technology (ICoIC7) Pub Date : 2017-05-01 DOI: 10.1109/ICOICT.2017.8074719

J. Alhilman, F. T. D. Atmaji, Nurdinintya Athari

{"title":"Software application for maintenance system: A combination of maintenance methods in printing industry","authors":"J. Alhilman, F. T. D. Atmaji, Nurdinintya Athari","doi":"10.1109/ICOICT.2017.8074719","DOIUrl":"https://doi.org/10.1109/ICOICT.2017.8074719","url":null,"abstract":"In printing industry where the production is running for 24 hours, the performance of machine is very important to be maintained. When the machine is breakdown, the production will stop and disturb the production process. Therefore, the maintenance system should be managed effectively to solve those problems. The objective of this paper is to propose a combination analysis of several maintenance methods using a software to optimize the maintenance policy. There are five maintenance methods used in this paper, consists of: Reliability, Availability, and Maintainability (RAM), Reliability Centered Maintenance (RCM), Reliability Centered Spare part (RCS), Life Cycle Cost LCC, and Overall Equipment Effectiveness (OEE). The result of experiment show that the software can be used to optimize of maintenance policy with combination five maintenance methods. The advantages of using maintenance software application are reduce the manual calculation time, simplify calculation, increase the accuracy by prevent the error system and support the proper decision for maintenance policy.","PeriodicalId":244500,"journal":{"name":"2017 5th International Conference on Information and Communication Technology (ICoIC7)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121983280","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: 12

Cheating video description based on sequences of gestures 基于手势序列的作弊视频描述

2017 5th International Conference on Information and Communication Technology (ICoIC7) Pub Date : 2017-05-01 DOI: 10.1109/ICOICT.2017.8074679

Ahmad Arinaldi, M. I. Fanany

{"title":"Cheating video description based on sequences of gestures","authors":"Ahmad Arinaldi, M. I. Fanany","doi":"10.1109/ICOICT.2017.8074679","DOIUrl":"https://doi.org/10.1109/ICOICT.2017.8074679","url":null,"abstract":"Cheating during exams is a problem in the field of education. Cheating during exams undermine the efforts to evaluate the student's proficiency and growth. We propose a real-timecheating detection system using video feed that allows the ability to monitor students during written exams for any illegal behaviors and gestures, such as giving codes, looking at friends, using a cheatsheet, talking and exchanging papers between students. The gestures recognized during the runtime of the video from sequences of actions performed by the subjects which are then used to generate textual descriptions based on the detected cheating gestures. These textual descriptions help the process of documenting activities that transpired during the exams for later use. Our proposed system comprises two primary subsystems, a gesture recognition model based on 3DCNN and XGBoost and a language generation model based on an LSTM network. The gesture recognition model achieves recognition of the cheating gestures with 81.11% accuracy and Kappa statistic 0.760. The language generation model achieves 95.3 % word accuracy and average edit distance 1.076 on single subject description sentences, and 96.6% word accuracy and average edit distance 3.305 on interaction description sentences. The system runs at 32.54 fps on a mid-range laptop.","PeriodicalId":244500,"journal":{"name":"2017 5th International Conference on Information and Communication Technology (ICoIC7)","volume":"323 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122782295","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

OpenMP analysis for lid driven cavity simulation using Lattice Boltzmann Method 基于点阵玻尔兹曼方法的盖驱动腔体模拟OpenMP分析

2017 5th International Conference on Information and Communication Technology (ICoIC7) Pub Date : 2017-05-01 DOI: 10.1109/ICOICT.2017.8074663

M. N. A. Alamsyah, C. A. Simanjuntak, B. Bagustara, W. A. Pradana, P. H. Gunawan

引用次数: 11

A modular framework of river weir operations for water resource management systems 一个用于水资源管理系统的河堰操作的模块化框架

2017 5th International Conference on Information and Communication Technology (ICoIC7) Pub Date : 2017-05-01 DOI: 10.1109/ICOICT.2017.8074667

Somrawee Aramkul, P. Champrasert, Benya Suntaranont

引用次数: 0

Simulation of macroscopic traffic model with approximation velocity function: A study case in Jalan Buah Batu, Indonesia 用近似速度函数模拟宏观交通模型:以印尼加兰布阿巴图为例

2017 5th International Conference on Information and Communication Technology (ICoIC7) Pub Date : 2017-05-01 DOI: 10.1109/ICOICT.2017.8074703

P. H. Gunawan, A. Siahaan

引用次数: 2

Highest order Voronoi diagram optimization 最高阶Voronoi图优化

2017 5th International Conference on Information and Communication Technology (ICoIC7) Pub Date : 2017-05-01 DOI: 10.1109/ICOICT.2017.8074644

Daud Sandy Christianto, Kiki Adhinugraha, A. Herdiani, S. Alamri

{"title":"Highest order Voronoi diagram optimization","authors":"Daud Sandy Christianto, Kiki Adhinugraha, A. Herdiani, S. Alamri","doi":"10.1109/ICOICT.2017.8074644","DOIUrl":"https://doi.org/10.1109/ICOICT.2017.8074644","url":null,"abstract":"Computational geometry is concerned with the design and analysis of algorithms for geometrical problems. In addition, other more practically oriented, areas of computer science-such as computer graphics, computer-aided design, robotics, pattern recognition, and operation research-give rise to problems that inherently are geometrical. A method that is commonly used is Voronoi diagram. Voronoi diagram is a diagram that divides plane based on nearest neighbour approach. This method does not require checking objects one by one. In Voronoi diagram there is a new variation named Highest Order Voronoi Diagram. Highest order voronoi diagram can be used directly to identify the region for various type of spatial queries and can be used for all order Voronoi Diagram. From work related there is a method named FLIP. Deficiency from work related is data structure for construction are too high which makes construction of Highest Order Voronoi Diagram is heavy. Therefore, in this paper will present Left with Least-Angle Movement (LAM) method for construction Highest Order Voronoi Diagram that change data structure to scale up data that can be processed.","PeriodicalId":244500,"journal":{"name":"2017 5th International Conference on Information and Communication Technology (ICoIC7)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133740377","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

Water usage optimization of Smart Farm Automated Irrigation System using artificial neural network 基于人工神经网络的智能农场自动灌溉系统用水优化

2017 5th International Conference on Information and Communication Technology (ICoIC7) Pub Date : 2017-05-01 DOI: 10.1109/ICOICT.2017.8074668

John R. dela Cruz, R. Baldovino, A. Bandala, E. Dadios

引用次数: 31

Analysis interaction design patterns in drawing application for early childhood using deductive method approach 运用演绎法分析幼儿绘画应用中的交互设计模式

2017 5th International Conference on Information and Communication Technology (ICoIC7) Pub Date : 2017-05-01 DOI: 10.1109/ICOICT.2017.8074716

D. D. Pangestuti, M. K. Sabariah, D. S. Kusumo

{"title":"Analysis interaction design patterns in drawing application for early childhood using deductive method approach","authors":"D. D. Pangestuti, M. K. Sabariah, D. S. Kusumo","doi":"10.1109/ICOICT.2017.8074716","DOIUrl":"https://doi.org/10.1109/ICOICT.2017.8074716","url":null,"abstract":"The growth of children ages 4 to 6 years is supported by children's favorite activities in which one of activity is a drawing activity. Drawing activity is an activity that helps children in gross motor and fine motor train which give the rate of growth and development of children is good. Deductive method approach is applied to describe the interaction of mind mapping to the user interface so that users can build a prototype to determine the interaction design pattern. Based on the user experience, gained from observation and interview to the interviewees in question. From the existence of interaction data as a guide in determining the appropriate design pattern for children, researcher did a deductive approach to identify patterns of interaction in children used a drawing application. Researcher used two drawing applications ie drawing applications. The results of testing by usability testing, that the High-Medium User Personas gave a percentage of 97%, while Medium-Low User Personas gave a percentage of 90%. User interaction with the application prototype design pattern on the drawing gave good results for the level of achievement of early childhood development at ages 4 to 6 years in a drawing.","PeriodicalId":244500,"journal":{"name":"2017 5th International Conference on Information and Communication Technology (ICoIC7)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125648513","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

A framework for designing a personalised web-based search assistant tool for eLearning 为电子学习设计一个基于网络的个性化搜索辅助工具的框架

2017 5th International Conference on Information and Communication Technology (ICoIC7) Pub Date : 2017-05-01 DOI: 10.1109/ICOICT.2017.8074712

Mohammad Mustaneer Rahman, N. A. Abdullah, Fnu Aurangozeb

{"title":"A framework for designing a personalised web-based search assistant tool for eLearning","authors":"Mohammad Mustaneer Rahman, N. A. Abdullah, Fnu Aurangozeb","doi":"10.1109/ICOICT.2017.8074712","DOIUrl":"https://doi.org/10.1109/ICOICT.2017.8074712","url":null,"abstract":"Search engine reveals significant contribution in learners' online and self-regulated learning experience. Learners currently rely on traditional search engines to retrieve relevant learning materials from the massive repository of materials in the Web. Unfortunately, these search engines do not consider differences in their learning aptitudes when delivering search results. As a consequence, a learner has to perform exhaustive search in order to obtain learning materials that better suit their individual needs. To address this problem, we propose a framework that augments the existing Google search engine with the ability to filter its search results according to learners' educational backgrounds, their learning behaviors when using the tool, as well as the behavioral patterns of other learners with similar profiles. The recommendation of the personalized search results is then implemented using dynamic learner profiling, and Groupization algorithm. Our preliminary evaluation of the prototype shows that the tool is able to personalize Google search results and produces recommendation of links according to three different learners' profiles.","PeriodicalId":244500,"journal":{"name":"2017 5th International Conference on Information and Communication Technology (ICoIC7)","volume":"333 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123329124","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