2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)最新文献_第2页

Collision algorithms for breaking megrelishvili protocol: Theory and numerical experiments 破解megreishvili协议的碰撞算法:理论与数值实验

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872728

Muhammad Arzaki, Bambang Ari Wahyudi

引用次数: 5

Federated document search using hybrid peer-to-peer network for plagiarism detection 基于混合点对点网络的联合文档搜索抄袭检测

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872748

Widyanto Bagus Priambodo, G. Guarddin

引用次数: 0

Twitter sentiment analysis of online transportation service providers 在线交通服务提供商的Twitter情绪分析

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872807

Sonia Anastasia, I. Budi

{"title":"Twitter sentiment analysis of online transportation service providers","authors":"Sonia Anastasia, I. Budi","doi":"10.1109/ICACSIS.2016.7872807","DOIUrl":"https://doi.org/10.1109/ICACSIS.2016.7872807","url":null,"abstract":"GO-JEK and Grab are two most popular online transportation service providers in Indonesia. The competition between the two is tight to acquire new customers and provide the best service. No official survey has been conducted in measuring customer satisfaction at both companies to give insight which company offers better service quality. This study aims to measure GO-JEK and Grab customer satisfaction through sentiment analysis of Twitter's data. Both companies use Twitter to reach their customers and promote their service. We collect 126,405 tweets from February to March 2016 containing GO-JEK and Grab keywords. Then, we pre-process the tweets and label manually before they are classified using three algorithms: Support Vector Machine, Naïve Bayes, and Decision Tree. We made and compared several classification schemes with different keywords, dataset, and k-fold cross validation techniques. Finally, we calculate Net Sentiment Score which correlates with customer satisfaction using classification results. The experiments shows that Grab's customer satisfaction is higher than GO-JEK's. The study also shows that customers tend to mention both companies Twitter account for bad experiences and not mentioning company's account for positive comments.","PeriodicalId":267924,"journal":{"name":"2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128535437","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: 51

An Indonesian adaptation of the System Usability Scale (SUS) 印尼版系统可用性量表(SUS)

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872776

Zahra Sharfina, H. Santoso

引用次数: 149

Efficient texture image retrieval of improved completed robust local binary pattern 改进的完整鲁棒局部二值模式的高效纹理图像检索

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872781

A. Kurniawardhani, A. E. Minarno, Fitri Bimantoro

{"title":"Efficient texture image retrieval of improved completed robust local binary pattern","authors":"A. Kurniawardhani, A. E. Minarno, Fitri Bimantoro","doi":"10.1109/ICACSIS.2016.7872781","DOIUrl":"https://doi.org/10.1109/ICACSIS.2016.7872781","url":null,"abstract":"Improved Completed Robust Local Binary Pattern is one of the robust texture extraction for image retrieval that rotation invariant (ICRLBP). ICRLBP has proven that can increase the precision, recall, and computation time from its previous work by 21.14%, 20.03%, and 56 times, respectively, on four different texture image dataset. ICRLBP, however, has a lot of feature, thus require more time during recognition process. Moreover, it leads to high time consuming and curse of dimensionality. To overcome those issues, in this paper, we try to reduce insignificant or unnecessary ICRLBP attributes and examine the effect of reducing number of attributes on precision and recall of the retrieving images. The methods we used to reduce the ICRLBP attributes are Correlation-based Feature Selection (CFS) and Pearson's-based Correlation. The experiment results show that those feature selections not only can reduce number of attributes but also can improve precision, recall, and computation time. For S_M_C feature (sign, magnitude, and center features of ICRLBP are ploted on histogram jointly), CFS can reduce up to 95% number of attributes and improve precision, recall, computation time up to 7.5%, 7.1%, 11.42 times, respectively. For M_C feature (magnitude and center features of ICRLBP are ploted on histogram jointly), CFS can reduce up to 4.2% number of attributes and improve precision, recall, computation time up to 4.2%, 4%, 1.1 times, respectively. It indicated that Correlation-based Feature Selection (CFS) and Pearson's-based Correlation can reduce the ICRLBP attributes effectively.","PeriodicalId":267924,"journal":{"name":"2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134138569","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

Term weighting based class indexes using space density for Al-Qur'an relevant meaning ranking 基于词权的类指数空间密度古兰经相关意义排序

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872753

Kurniawati, A'la Syauqi

引用次数: 3

Factors analysis that affecting the user acceptance towards IPv6 transition 影响用户接受IPv6转换的因素分析

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872782

Medi K Putri, Y. G. Sucahyo

{"title":"Factors analysis that affecting the user acceptance towards IPv6 transition","authors":"Medi K Putri, Y. G. Sucahyo","doi":"10.1109/ICACSIS.2016.7872782","DOIUrl":"https://doi.org/10.1109/ICACSIS.2016.7872782","url":null,"abstract":"As IPv4 capacity is running out, it is an obvious need for changing to next generation IP technology which is IPv6. This study aims at analyzing the factors that support the acceptance of network users to use IPv6. This study analyzed user experience of users who comes from academic background, enterprise practitioners, and also internet service providers. Key factors on the success and failure of IPv6 deployment were synthesized from findings from those audiences. This research utilizes mixed method, qualitative and quantitative approach. Focus group discussion chosen for the qualitative approach while survey to 286 respondents using Likert scale is being used as the data collection method for the quantitative approach. In the focus group discussion, there were experts who are working in government institutions, service providers, universities, and also network practitioner communities. Unified Theory of Acceptance and Use of Technology (UTAUT) and Structural Equation Modelling (SEM) guidelines are followed for better end results. Findings upon data collected and processing along with the information gathered from focus group discussion reveal several significant factors which affect IPv6 implementation project such as experience, facilitating condition, system trust, social influence, perceived of usefulness and perceived ease of use. Based on the findings, there are recommendation for the ISP to change the mindset and strategies for the implementation of IPv6 is totally different from IPv4 in terms of capacity, complexity, and the way of handling incident or service interruption. To provide clear reference and guidance for IPv6 transition and implementation, government is expected to collaborate with the network providers, academia, community, and practitioners to develop set of standards and detailed transition roadmap. Subsidy program to upgrade the network infrastructure that supports IPv6 should also be considered by the government in annual budget planning.","PeriodicalId":267924,"journal":{"name":"2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116024928","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

Multi-sperm tracking using Hungarian Kalman Filter on low frame rate video 基于匈牙利卡尔曼滤波的低帧率视频多精子跟踪

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872796

G. Jati, A. A. Gunawan, S. W. Lestari, W. Jatmiko, M. Hilman

{"title":"Multi-sperm tracking using Hungarian Kalman Filter on low frame rate video","authors":"G. Jati, A. A. Gunawan, S. W. Lestari, W. Jatmiko, M. Hilman","doi":"10.1109/ICACSIS.2016.7872796","DOIUrl":"https://doi.org/10.1109/ICACSIS.2016.7872796","url":null,"abstract":"One factor of human sperm health is sperm motility. Motility is the ability of sperm to move. Sperm with healthy motility move forward promptly, not inactive and not moving in circles. In this paper, we would like to analyse sperm motility by considering the problem of multi object tracking in video sequences of human sperms. The challenges in multi-sperm tracking are many human sperms have fast and unpredictable movement In addition, the sperm have similar size and shape comparing by each others. To solve this problem, we used sperm detection in each video sequence to get the position of sperms. In the same time, the estimated sperm position is calculated based on previous tracking by using Kalman Filter. Finally the positions of detected sperms are compared to estimation results by using Hungarian assignment method. In this way, the trajectory of each sperm can be conclude. This paper analyze sperm motility qualitatively based on the resulted sperm trajectories. The experiment results were conducted on both open video data and our own low-frame-rate video data. The experiment results shows that the proposed method can handle the challenges in multi sperm tracking, create their trajectory and then analyze their behaviors.","PeriodicalId":267924,"journal":{"name":"2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125104199","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: 10

Overview of Taiwan information security center and its research on privacy 台湾资讯安全中心概况与隐私权研究

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872716

Yennun Huang, Szu-Chuang Li

引用次数: 1

Elliptic curve cryptography based key management for the M2M local cloud platform 基于椭圆曲线密码的M2M本地云平台密钥管理

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872754

Bayu Anggorojati, N. Prasad, R. Prasad

引用次数: 6