首页 > 最新文献

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

英文 中文
Enhancing e-learning system to support learning style based personalization 加强电子学习系统,支持基于学习方式的个性化
Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852657
K. A. Laksitowening, Amarilis Putri Yanuarifiani, Yanuar Firdaus Arie Wibowo
The implementation of e-learning challenges lecturers to optimize the learning process of every student. Every student is unique and has different needs related to appropriate learning methodologies. Therefore, students need personal treatment according to their individual learning styles. It is necessary that e-learning system to be enhanced with personalization features. Personalization allows adjustments to the learning environment based on learning styles. With personalization, students are offered learning materials that are tailored to their learning style. This research proposed enhancement on e-learning system that accommodates personalization based on Felder-Silverman Learning Style Model. A student's learning style determine the order of learning materials that are presented to him. This research utilized ontology in modeling objects and relation that are required in the proposed e-learning system.
电子学习的实施对教师优化每个学生的学习过程提出了挑战。每个学生都是独特的,对适当的学习方法有不同的需求。因此,学生需要根据他们个人的学习方式进行个性化的治疗。电子学习系统有必要增强个性化功能。个性化允许根据学习风格调整学习环境。通过个性化,为学生提供适合他们学习风格的学习材料。本研究提出了基于Felder-Silverman学习风格模型的个性化电子学习系统改进方案。学生的学习风格决定了呈现给他的学习材料的顺序。本研究利用本体对所提出的电子学习系统所需的对象和关系进行建模。
{"title":"Enhancing e-learning system to support learning style based personalization","authors":"K. A. Laksitowening, Amarilis Putri Yanuarifiani, Yanuar Firdaus Arie Wibowo","doi":"10.1109/ICSITECH.2016.7852657","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852657","url":null,"abstract":"The implementation of e-learning challenges lecturers to optimize the learning process of every student. Every student is unique and has different needs related to appropriate learning methodologies. Therefore, students need personal treatment according to their individual learning styles. It is necessary that e-learning system to be enhanced with personalization features. Personalization allows adjustments to the learning environment based on learning styles. With personalization, students are offered learning materials that are tailored to their learning style. This research proposed enhancement on e-learning system that accommodates personalization based on Felder-Silverman Learning Style Model. A student's learning style determine the order of learning materials that are presented to him. This research utilized ontology in modeling objects and relation that are required in the proposed e-learning system.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"166 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":"114586019","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: 11
A survey on data-driven approaches in educational games 关于教育游戏中数据驱动方法的调查
Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852650
Danial Hooshyar, Chanhee Lee, Heuiseok Lim
Open-ended educational systems such as games have been broadly under investigation in recent years due to their potential in making learning enjoyable and offering the adaptive pedagogy of intelligent tutoring systems. The most important challenge in building such systems is to predict individual behavior which results in better understanding of the learning process. Model-based methods are a standard way to learn individual behavior in highly-structured systems. However, these methods heavily rely on expert domain knowledge. Since adaptive educational games may create a huge space of actions, applying model-based approaches in these systems are very difficult. In order to counter this difficulty, researchers utilize data-driven methods that are not dependent on expert domain knowledge to learn a subject's behavior based on a history of user interactions. Due to the fact that the potential of applying data-driven approaches in adaptive educational games is still missing, the goal of this report is to cater a survey in the area in order to ease comprehending the state of the art.
近年来,像游戏这样的开放式教育系统已经受到了广泛的研究,因为它们有可能使学习变得愉快,并提供智能辅导系统的自适应教学法。构建这种系统最重要的挑战是预测个体行为,从而更好地理解学习过程。基于模型的方法是在高度结构化的系统中学习个体行为的标准方法。然而,这些方法严重依赖于专家领域知识。由于适应性教育游戏可能创造巨大的行动空间,所以在这些系统中应用基于模型的方法非常困难。为了克服这一困难,研究人员利用不依赖于专家领域知识的数据驱动方法,根据用户交互历史来学习受试者的行为。由于在适应性教育游戏中应用数据驱动方法的潜力仍然存在,本报告的目标是迎合该领域的调查,以便更好地理解这一技术的现状。
{"title":"A survey on data-driven approaches in educational games","authors":"Danial Hooshyar, Chanhee Lee, Heuiseok Lim","doi":"10.1109/ICSITECH.2016.7852650","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852650","url":null,"abstract":"Open-ended educational systems such as games have been broadly under investigation in recent years due to their potential in making learning enjoyable and offering the adaptive pedagogy of intelligent tutoring systems. The most important challenge in building such systems is to predict individual behavior which results in better understanding of the learning process. Model-based methods are a standard way to learn individual behavior in highly-structured systems. However, these methods heavily rely on expert domain knowledge. Since adaptive educational games may create a huge space of actions, applying model-based approaches in these systems are very difficult. In order to counter this difficulty, researchers utilize data-driven methods that are not dependent on expert domain knowledge to learn a subject's behavior based on a history of user interactions. Due to the fact that the potential of applying data-driven approaches in adaptive educational games is still missing, the goal of this report is to cater a survey in the area in order to ease comprehending the state of the art.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"25 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":"114514929","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
Response models for series of commands in gaming environment 游戏环境中一系列命令的响应模型
Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852613
Ida Bagus Kerthyayana Manuaba
In contrast to direct manual control of manipulators, telerobotic interaction based on human supervisory control allows operators to plan the movement of the remote machine by entering a series of commands as pre-defined positions. There are two possible kinds of response movements from executing this series of commands. Firstly, the robot moves towards the newly defined position immediately; or, secondly, the robot moves to achieve all the queued series of positions one by one. This paper describes an experiment to test the performance of two kinds of response movements under varying visual feedback scenarios. By applying a mixed reality environment as the telerobotics interface, this experiment makes use of virtual objects to provide additional information for planning and monitoring the process. The highest productivity is achieved using a queue-based model of interaction with additional visual cues. This is also compared to direct manual control and found to be considerably superior.
与直接手动控制机械手相比,基于人类监督控制的远程机器人交互允许操作员通过输入一系列预先定义的位置命令来计划远程机器的运动。执行这一系列命令有两种可能的响应运动。首先,机器人立即向新定义的位置移动;或者,第二步,机器人依次移动以实现所有排队序列的位置。本文描述了在不同视觉反馈场景下测试两种反应动作性能的实验。本实验采用混合现实环境作为远程机器人界面,利用虚拟物体为规划和监控过程提供额外的信息。使用带有附加视觉提示的基于队列的交互模型可以实现最高的生产力。这也与直接手动控制相比,发现相当优越。
{"title":"Response models for series of commands in gaming environment","authors":"Ida Bagus Kerthyayana Manuaba","doi":"10.1109/ICSITECH.2016.7852613","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852613","url":null,"abstract":"In contrast to direct manual control of manipulators, telerobotic interaction based on human supervisory control allows operators to plan the movement of the remote machine by entering a series of commands as pre-defined positions. There are two possible kinds of response movements from executing this series of commands. Firstly, the robot moves towards the newly defined position immediately; or, secondly, the robot moves to achieve all the queued series of positions one by one. This paper describes an experiment to test the performance of two kinds of response movements under varying visual feedback scenarios. By applying a mixed reality environment as the telerobotics interface, this experiment makes use of virtual objects to provide additional information for planning and monitoring the process. The highest productivity is achieved using a queue-based model of interaction with additional visual cues. This is also compared to direct manual control and found to be considerably superior.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"10 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":"116346733","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
Push notification system to mobile game player using distributed event-based system approach 采用基于分布式事件的系统方法向手机游戏玩家推送通知系统
Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852607
Fiona Yunisa, Suharijto
Push notification is a mechanism that allows individuals to receive updated information quickly. Push notification delivery needs to be effectived and has to be paid attention to time zone differences between countries in order to generate time-appropriate notifications. This push notification system was developed using distributed event-based system approach. The research methodology consists of four stages: initial research, data collection and processing, system development, and evaluation. The result of this research is a scalable web-based push notification system supported by the usage of scheduler and consumer that can help the company send notifications about game updates easier and quicker to millions of mobile devices.
推送通知是一种允许个人快速接收更新信息的机制。推送通知的传递必须有效,必须注意各国之间的时区差异,以便生成符合时间的通知。本推送通知系统采用基于分布式事件的系统方法开发。研究方法包括四个阶段:初步研究、数据收集和处理、系统开发和评估。这项研究的结果是一个可扩展的基于web的推送通知系统,该系统由调度程序和消费者支持,可以帮助公司更容易、更快速地向数百万移动设备发送有关游戏更新的通知。
{"title":"Push notification system to mobile game player using distributed event-based system approach","authors":"Fiona Yunisa, Suharijto","doi":"10.1109/ICSITECH.2016.7852607","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852607","url":null,"abstract":"Push notification is a mechanism that allows individuals to receive updated information quickly. Push notification delivery needs to be effectived and has to be paid attention to time zone differences between countries in order to generate time-appropriate notifications. This push notification system was developed using distributed event-based system approach. The research methodology consists of four stages: initial research, data collection and processing, system development, and evaluation. The result of this research is a scalable web-based push notification system supported by the usage of scheduler and consumer that can help the company send notifications about game updates easier and quicker to millions of mobile devices.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"24 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":"124027100","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
Implementation of Moving Average and Soft Computing algorithm to support planting season calendar forecasting system on mobile device 在移动设备上实现移动平均和软计算算法,支持种植季节日历预测系统
Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852618
F. Nhita, D. Saepudin, Danang Triantoro, Adiwijaya, U. N. Wisesty
Moving Average and Soft Computing is an algorithm widely used for forecasting especially for rainfall forecasting. Rainfall forecasting information is crucial for agriculture in Bandung Regency so that a planting season calendar suitable for each plant could be given. To get a better result, Five types of Moving Average algorithm were used on data preprocessing. Rainfall forecasting was done by using four hybrid algorithm on Soft Computing, which were ANFIS, Evolving Fuzzy, Fuzzy-Grammatical Evolution, and ANN-Nested Genetic Algorithm. Chromosome representation done on ANN-Nested Genetic Algorithm is different than common Evolving Neural Network algorithm. Result of rainfall forecasting was used to forecast crops, corns, and potatoes planting calendar. The experiment shown that ANFIS algorithm gives best MAPE training of 0.1065 but ANN-NGA algorithm gives best MAPE testing of 0.127. Planting calendar forecasting used the best prediction model of Modified Weighted Moving Average and ANFIS with accuracy of 91.67% for crops, corns, and potatoes.
移动平均和软计算是一种广泛应用于预报特别是降雨预报的算法。降雨预报信息对万隆县的农业至关重要,因此可以给出适合每种植物的种植季节日历。为了得到更好的结果,采用了五种移动平均算法对数据进行预处理。在软计算上采用四种混合算法进行降雨预报,分别是ANFIS、进化模糊算法、模糊语法进化算法和ann嵌套遗传算法。人工神经网络嵌套遗传算法的染色体表示不同于一般的进化神经网络算法。利用降雨预报的结果预测作物、玉米和马铃薯的种植日历。实验表明,ANFIS算法的最佳MAPE训练值为0.1065,而ANN-NGA算法的最佳MAPE测试值为0.127。种植历预测采用修正加权移动平均和ANFIS的最佳预测模型,对作物、玉米和土豆的预测准确率为91.67%。
{"title":"Implementation of Moving Average and Soft Computing algorithm to support planting season calendar forecasting system on mobile device","authors":"F. Nhita, D. Saepudin, Danang Triantoro, Adiwijaya, U. N. Wisesty","doi":"10.1109/ICSITECH.2016.7852618","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852618","url":null,"abstract":"Moving Average and Soft Computing is an algorithm widely used for forecasting especially for rainfall forecasting. Rainfall forecasting information is crucial for agriculture in Bandung Regency so that a planting season calendar suitable for each plant could be given. To get a better result, Five types of Moving Average algorithm were used on data preprocessing. Rainfall forecasting was done by using four hybrid algorithm on Soft Computing, which were ANFIS, Evolving Fuzzy, Fuzzy-Grammatical Evolution, and ANN-Nested Genetic Algorithm. Chromosome representation done on ANN-Nested Genetic Algorithm is different than common Evolving Neural Network algorithm. Result of rainfall forecasting was used to forecast crops, corns, and potatoes planting calendar. The experiment shown that ANFIS algorithm gives best MAPE training of 0.1065 but ANN-NGA algorithm gives best MAPE testing of 0.127. Planting calendar forecasting used the best prediction model of Modified Weighted Moving Average and ANFIS with accuracy of 91.67% for crops, corns, and potatoes.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"23 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132419487","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: 8
Classification method of multi-class on C4.5 algorithm for fish diseases 基于C4.5算法的多类鱼病分类方法
Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852598
Sucipto, Kusrini, Emha Luthfi Taufiq
The background of the research is to analyze data derived from an elucidation of catfish and carp diseases in Kediri, East Java, Indonesia. The research shows that data about fish's disease history have not been used effectively because it is only be collected. Data about fish's symptom history used by fish trainer only present the number of fish that get disease. Data about fish's history should be also optimized to discover the relationship among fish's disease. Thus, anticipation about disease that always attack fish could be prevented earlier. The research is done to understand the relationship history among fish's disease. Then the accuracy of relationship quality is measured to acquire the quality of data properly so it can be worked to identify fish's disease. Data relationship quality among fish's disease symptoms should be understood to know how is the accuracy of datum classification obtained. A proper method is required to extract information from data obtained. There are many data-mining classification algorithms such as CART, CHAID, Rain Forest, and C4.5. But, the C4.5 algorithm is appropriate for this research used to form decision tree for data quality assessed from accurate performance of some multi-class fish diseases. This research uses 1120 data involving six diseases. The data were obtained from Agriculture Board (fishery subdivision) of Kediri Regency. The result shows that C4.5 algorithm is well to do for both a low and high accuracy class at 55.3 and 88.4 percent.
本研究的背景是分析来自印度尼西亚东爪哇Kediri的鲶鱼和鲤鱼疾病阐明的数据。研究表明,有关鱼类疾病历史的数据没有得到有效利用,因为它只是被收集起来的。养鱼师所使用的鱼的症状史数据仅反映患病鱼的数量。还应优化鱼的历史数据,以发现鱼的疾病之间的关系。因此,对总是攻击鱼类的疾病的预期可以更早地预防。这项研究是为了了解鱼类疾病之间的关系历史。然后对关系质量的准确性进行测量,以获得适当的数据质量,以便对鱼病进行识别。了解鱼病症状之间的数据关系质量,才能知道如何获得数据分类的准确性。需要一种适当的方法从所获得的数据中提取信息。数据挖掘分类算法有CART、CHAID、Rain Forest、C4.5等。但是,C4.5算法适合于本研究,用于形成决策树,从一些多类鱼病的准确表现来评估数据质量。本研究使用了涉及6种疾病的1120个数据。数据来自Kediri县农业委员会(渔业分部)。结果表明,C4.5算法在55.3%和88.4%的低准确率和高准确率类别中都做得很好。
{"title":"Classification method of multi-class on C4.5 algorithm for fish diseases","authors":"Sucipto, Kusrini, Emha Luthfi Taufiq","doi":"10.1109/ICSITECH.2016.7852598","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852598","url":null,"abstract":"The background of the research is to analyze data derived from an elucidation of catfish and carp diseases in Kediri, East Java, Indonesia. The research shows that data about fish's disease history have not been used effectively because it is only be collected. Data about fish's symptom history used by fish trainer only present the number of fish that get disease. Data about fish's history should be also optimized to discover the relationship among fish's disease. Thus, anticipation about disease that always attack fish could be prevented earlier. The research is done to understand the relationship history among fish's disease. Then the accuracy of relationship quality is measured to acquire the quality of data properly so it can be worked to identify fish's disease. Data relationship quality among fish's disease symptoms should be understood to know how is the accuracy of datum classification obtained. A proper method is required to extract information from data obtained. There are many data-mining classification algorithms such as CART, CHAID, Rain Forest, and C4.5. But, the C4.5 algorithm is appropriate for this research used to form decision tree for data quality assessed from accurate performance of some multi-class fish diseases. This research uses 1120 data involving six diseases. The data were obtained from Agriculture Board (fishery subdivision) of Kediri Regency. The result shows that C4.5 algorithm is well to do for both a low and high accuracy class at 55.3 and 88.4 percent.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"115 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":"116592746","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: 15
Modelling of network traffic usage using self-organizing maps techniques 使用自组织地图技术的网络流量使用建模
Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852658
Haviluddin, Arda Yunianta, A. H. Kridalaksana, Z. Arifin, B. Kresnapati, F. Rahman, A. F. O. Gaffar, Hendra Yuni Irawan, M. Mulyo, A. Pranolo
Currently, the Internet is one important part of the campus infrastructure that supports the teaching and learning activities. The important part of the internet facility is the provided bandwidth as Bandwidth management to teaching and learning is indispensable. In this study, an analysis and cluster of the university internet traffic is required as bandwidth management decision support. Therefore, Self-Organizing Maps (SOM) as a clustering algorithm bandwidth usage was implemented. The results showed that the SOM method can perform clustering. Furthermore, the clustering result could be a recommendation management bandwidth for network administrator.
目前,互联网已成为校园基础设施的重要组成部分,为教学活动提供了有力的支持。网络设施的重要组成部分是提供的带宽,带宽管理对教学和学习是必不可少的。在本研究中,需要对大学网络流量进行分析和聚类,作为带宽管理的决策支持。因此,实现了自组织映射(SOM)作为带宽利用的聚类算法。结果表明,SOM方法可以进行聚类。此外,聚类结果可以作为网络管理员管理带宽的推荐。
{"title":"Modelling of network traffic usage using self-organizing maps techniques","authors":"Haviluddin, Arda Yunianta, A. H. Kridalaksana, Z. Arifin, B. Kresnapati, F. Rahman, A. F. O. Gaffar, Hendra Yuni Irawan, M. Mulyo, A. Pranolo","doi":"10.1109/ICSITECH.2016.7852658","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852658","url":null,"abstract":"Currently, the Internet is one important part of the campus infrastructure that supports the teaching and learning activities. The important part of the internet facility is the provided bandwidth as Bandwidth management to teaching and learning is indispensable. In this study, an analysis and cluster of the university internet traffic is required as bandwidth management decision support. Therefore, Self-Organizing Maps (SOM) as a clustering algorithm bandwidth usage was implemented. The results showed that the SOM method can perform clustering. Furthermore, the clustering result could be a recommendation management bandwidth for network administrator.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"45 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":"124951550","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
Comparison of two different types of morphological method for feature extraction of retinal vessels in colour fundus images 彩色眼底图像中视网膜血管特征提取的两种形态学方法比较
Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852651
H. A. Nugroho, T. Lestari, Rezty Amalia Aras, I. Ardiyanto
Retinal vessel extraction is used to provide the information about the pathology characteristic of retinal related diseases, such as diabetic retinopathy (DR). According to WHO data in 2002, DR placed at the fifth rank disease causing of blindness after cataract, glaucoma, macular degeneration and corneal opacities. In previous research works, several methods have been proposed for feature extraction of retinal vessels by using morphological methods. This paper compares two different types of morphological method. The methods are morphological opening and morphological bottom hat transformation. These methods are applied on colour fundus images from DRIVE and STARE databases. The performance is evaluated by accuracy, sensitivity and specificity. Results show that morphological bottom hat transformation performs better than morphological opening.
视网膜血管提取用于提供视网膜相关疾病的病理特征信息,如糖尿病视网膜病变(DR)。根据世卫组织2002年的数据,DR是继白内障、青光眼、黄斑变性和角膜混浊之后导致失明的第五大疾病。在以往的研究工作中,已经提出了几种利用形态学方法提取视网膜血管特征的方法。本文比较了两种不同类型的形态学方法。方法有形态开启法和形态底帽变换法。将这些方法应用于来自DRIVE和STARE数据库的彩色眼底图像。通过准确性、敏感性和特异性对其进行评价。结果表明,形态底帽变换优于形态开口。
{"title":"Comparison of two different types of morphological method for feature extraction of retinal vessels in colour fundus images","authors":"H. A. Nugroho, T. Lestari, Rezty Amalia Aras, I. Ardiyanto","doi":"10.1109/ICSITECH.2016.7852651","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852651","url":null,"abstract":"Retinal vessel extraction is used to provide the information about the pathology characteristic of retinal related diseases, such as diabetic retinopathy (DR). According to WHO data in 2002, DR placed at the fifth rank disease causing of blindness after cataract, glaucoma, macular degeneration and corneal opacities. In previous research works, several methods have been proposed for feature extraction of retinal vessels by using morphological methods. This paper compares two different types of morphological method. The methods are morphological opening and morphological bottom hat transformation. These methods are applied on colour fundus images from DRIVE and STARE databases. The performance is evaluated by accuracy, sensitivity and specificity. Results show that morphological bottom hat transformation performs better than morphological opening.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"121 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":"131254333","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: 3
The assessment of hospitality and tourism SMEs awareness on the use of mobile technology and Internet services - a case study of hotel businesses in Thailand 评估酒店和旅游业中小企业对使用移动技术和互联网服务的认识——以泰国酒店企业为例
Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852661
Sakuna Anuvareepong
The purpose of this paper is to examine the awareness of SMEs hotel customers on the use of innovative channels via mobile technology and Internet services. The implications of this paper are useful in the two folds. Firstly, those are the SMEs hotels who are seeking for the innovative channels to serve their customer's needs and to be used as their competitive advantages to compete with their competitors. Secondly, those are the digital service providers regarding mobile technology and Internet services including hardware, software, peopleware, network infrastructure including e-marketing service providers who serve specifically this business segment. The proposed model comprises the activities of hotel customers using multiple channels via mobile technology and Internet services. The result showed that hotel customers of SMEs in hotel business in small/medium scale, have high level of awareness on using mobile technology/Internet services at significant level of 95 percent confidence level, which include social media channels in serving the activities of searching surrounding attractions of the hotel businesses in Thailand.
本文的目的是考察中小企业酒店客户对通过移动技术和互联网服务使用创新渠道的意识。本文的含意在两方面都是有用的。首先是中小企业酒店,他们正在寻找创新的渠道来满足客户的需求,并将其作为竞争优势与竞争对手竞争。其次,这些是关于移动技术和互联网服务的数字服务提供商,包括硬件,软件,peopleware,网络基础设施,包括专门服务于这一业务部门的电子营销服务提供商。所提出的模型包括酒店客户通过移动技术和互联网服务使用多种渠道的活动。结果显示,中小型酒店企业的酒店客户对使用移动技术/互联网服务的认知度很高,达到95%的置信水平,其中包括社交媒体渠道,为泰国酒店企业搜索周边景点的活动提供服务。
{"title":"The assessment of hospitality and tourism SMEs awareness on the use of mobile technology and Internet services - a case study of hotel businesses in Thailand","authors":"Sakuna Anuvareepong","doi":"10.1109/ICSITECH.2016.7852661","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852661","url":null,"abstract":"The purpose of this paper is to examine the awareness of SMEs hotel customers on the use of innovative channels via mobile technology and Internet services. The implications of this paper are useful in the two folds. Firstly, those are the SMEs hotels who are seeking for the innovative channels to serve their customer's needs and to be used as their competitive advantages to compete with their competitors. Secondly, those are the digital service providers regarding mobile technology and Internet services including hardware, software, peopleware, network infrastructure including e-marketing service providers who serve specifically this business segment. The proposed model comprises the activities of hotel customers using multiple channels via mobile technology and Internet services. The result showed that hotel customers of SMEs in hotel business in small/medium scale, have high level of awareness on using mobile technology/Internet services at significant level of 95 percent confidence level, which include social media channels in serving the activities of searching surrounding attractions of the hotel businesses in Thailand.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"74 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":"128137338","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
Location and time based reminder system on Android mobile device Android移动设备上基于位置和时间的提醒系统
Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852624
N. Rokhman, Lubab Saifuddin
The increase of human activities has lead to the need for an activity reminder system. Nowdays, a mobile device has become a daily communication device. An activity reminder system that runs on a mobile device is more advantageous because the user does not need any additional device. Mobile device can be accessed anytime and anywhere. In this paper, an activity reminder system based on location and time has been proposed. The reminder system uses the venue on Foursquare and Google map. By using this reminder system, a notification will be given to the user when the user's location is detected either near the venue or when the time in is close to the time of the activity.
人类活动的增加导致了对活动提醒系统的需求。如今,移动设备已经成为人们日常交流的工具。在移动设备上运行的活动提醒系统更有优势,因为用户不需要任何额外的设备。移动设备可以随时随地访问。本文提出了一种基于地点和时间的活动提醒系统。提醒系统使用Foursquare和谷歌地图上的地点。通过使用这个提醒系统,当检测到用户的位置在场地附近或时间接近活动时间时,将向用户发出通知。
{"title":"Location and time based reminder system on Android mobile device","authors":"N. Rokhman, Lubab Saifuddin","doi":"10.1109/ICSITECH.2016.7852624","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852624","url":null,"abstract":"The increase of human activities has lead to the need for an activity reminder system. Nowdays, a mobile device has become a daily communication device. An activity reminder system that runs on a mobile device is more advantageous because the user does not need any additional device. Mobile device can be accessed anytime and anywhere. In this paper, an activity reminder system based on location and time has been proposed. The reminder system uses the venue on Foursquare and Google map. By using this reminder system, a notification will be given to the user when the user's location is detected either near the venue or when the time in is close to the time of the activity.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"122 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":"123177644","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: 9
期刊
2016 2nd International Conference on Science in Information Technology (ICSITech)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1