2016 2nd International Conference on Science in Information Technology (ICSITech)最新文献

UCPabc as an integration model for software cost estimation UCPabc作为软件成本估算的集成模型

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852631

R. S. Dewi, Grandys Frieska Prassida, Sholiq, A. P. Subriadi

引用次数: 15

A new approach on prediction of fever disease by using a combination of Dempster Shafer and Naïve bayes 利用Dempster Shafer和Naïve bayes联合预测发热疾病的新方法

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852664

Y. Mulyani, E. F. Rahman, Herbert, L. Riza

{"title":"A new approach on prediction of fever disease by using a combination of Dempster Shafer and Naïve bayes","authors":"Y. Mulyani, E. F. Rahman, Herbert, L. Riza","doi":"10.1109/ICSITECH.2016.7852664","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852664","url":null,"abstract":"Health is an important aspect of human life. Symptom of fever is one of the symptoms that can interfere with human health. The symptoms are common in human, but for handling errors sometimes occur diagnosis that can lead to death. Such errors can occur due to lack of expertise or reluctance of patients to check themselves since the symptom fever is common. By considering the issues, we conduct a study to design an application that can help patients with the fever symptom. The research was conducted by combining two following concepts: expert systems (i.e., Dempster Shafer) and machine learning (i.e., Naïve bayes). By combining the methods, we can obtain a single solution considering knowledge formulated by human experts and extracted from data training. Moreover, the application is implemented by an R package connecting R language with PHP, which is RShinny. A case study was taken by using medical records from the hospital Muhammadiyah, Bandung, West Java, Indonesia. To determine the level of accuracy of the system, we carried out two experimental stages, namely the fitting and testing steps. For the fitting step, we obtained the accuracy of 70.67 percent while 56.25 percent is the accuracy of the testing stage.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"31 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":"126803017","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: 13

A proposed method for predicting US presidential election by analyzing sentiment in social media 一种通过分析社交媒体上的情绪来预测美国总统大选的方法

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852647

A. Wicaksono, Suyoto, Pranowo

引用次数: 22

A framework of fuzzy partition based on Artificial Bee Colony for categorical data clustering 基于人工蜂群的模糊划分框架用于分类数据聚类

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852644

I. R. Yanto, Younes Saadi, D. Hartama, Dewi Pramudi Ismi, A. Pranolo

引用次数: 3

Automatic generation of Content Security Policy to mitigate cross site scripting 自动生成内容安全策略以减轻跨站点脚本

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852656

Samer Attallah Mhana, J. Din, R. Atan

引用次数: 1

The effect of task technology fit toward individual performance on the Generation X (1956–1980) using information technology 任务技术对使用信息技术的X一代(1956-1980)个人绩效的契合效应

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852630

P. P. Widagdo, Ramadiani, T. D. Susanto

{"title":"The effect of task technology fit toward individual performance on the Generation X (1956–1980) using information technology","authors":"P. P. Widagdo, Ramadiani, T. D. Susanto","doi":"10.1109/ICSITECH.2016.7852630","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852630","url":null,"abstract":"The generation is defined as a group of individuals who were born in the same birth ranges, which at that time had formed the uniqueness of the experience, history or the same era. The rapidly evolving technological developments lead to Generation X (1956–1980) having different perspectives, thoughts, ideas in using information technology to complete its work. This study aims to the relationship between the task-technology fit (TTF) affecting utilization and individual performance impact on Generation X in the usage of information technology. The method that is used is PLS-SEM with 101 respondents from Generation X in Mulawarman University. The results showed the empirical model is able to explain 64.7% of the variance of individual performance impact on Generation X in using of information technology at the Mulawarman University. The research proves task-technology fit are factors that affect the generation x in the use information technology services, task-technology fit and utilization is a factor that has a significant positive relationship effects on individual performance improvement the generation x in using of information technology services at the Mulawarman University. The results of this study revealed that the better the suitability of the information technology to the user's tasks (task-technology fit) in Generation x at the Mulawarman University, influence in increasing the utilization and improving the performance of individuals impact on generation x in using information technology.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"204 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":"128406274","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

Dynamic bandwidth management based on traffic prediction using Deep Long Short Term Memory 基于深度长短期记忆流量预测的动态带宽管理

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852655

T. W. Cenggoro, I. Siahaan

引用次数: 10

A wireless sensor networks localization using geometric triangulation scheme for object tracking in urban search and rescue application 一种基于几何三角定位的无线传感器网络定位方案在城市搜救目标跟踪中的应用

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852643

P. Kristalina, Aries Pratiarso, T. Badriyah, E. Putro

{"title":"A wireless sensor networks localization using geometric triangulation scheme for object tracking in urban search and rescue application","authors":"P. Kristalina, Aries Pratiarso, T. Badriyah, E. Putro","doi":"10.1109/ICSITECH.2016.7852643","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852643","url":null,"abstract":"Wireless sensor networks (WSNs) have been widely used for monitoring, tracking or object navigating whether stationer or mobile object. The system could be implemented in indoor or outdoor area. Disaster activity in urban area such as earthquake, tornado even militant activity inside the building need an object tracking in order to carry out search and rescue procedure for the victims or rescuers. Localization technique in indoor area encounters some problems which related to environment characteristics such as building material, multipath, reflection and other parameters which will decrease the accuracy of estimated object position. We propose a geometric triangulation scheme as an alternative way of calculating the estimated position of the object, based on the angle of arrival between an object node and its references. This scheme is free from environment problem. The simulation result shows that using least square method through the average of position error the estimated position accuracy will be increased up to 22.27% better than the previous triangulation scheme.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"42 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":"114706701","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

Soft Maximal Association Rule for web user mining 用于web用户挖掘的软最大关联规则

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852659

I. R. Yanto, Arif Rahman, Youes Saaadi

引用次数: 1

Measuring quality of service for mobile internet services 测量移动互联网服务的服务质量

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852652

E. Budiman, Oki Wicaksono

引用次数: 36