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2018 International Conference on Orange Technologies (ICOT)最新文献

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Identifying Factors Affecting Smart City Adoption Using The Unified Theory of Acceptance and Use of Technology (UTAUT) Method 利用技术接受与使用统一理论(UTAUT)方法识别影响智慧城市采用的因素
2018 International Conference on Orange Technologies (ICOT) Pub Date : 2018-10-01 DOI: 10.1109/ICOT.2018.8705803
H. Gunawan
{"title":"Identifying Factors Affecting Smart City Adoption Using The Unified Theory of Acceptance and Use of Technology (UTAUT) Method","authors":"H. Gunawan","doi":"10.1109/ICOT.2018.8705803","DOIUrl":"https://doi.org/10.1109/ICOT.2018.8705803","url":null,"abstract":"Smart City concept first appeared in 1998 while in Indonesia, this concept has just been established since 2014. Yogyakarta has already had plans to build smart city concept. However, the local government has not conducted any factors identification whereas it is necessary to check the E-Readiness of Yogyakarta local government before making the smart city technology come true. The aim of this research is to identify factors which affect the readiness of local government in establishing smart city system. The Unified Theory of Acceptance and Use of Technology (UTAUT) model was used to analyze data from questionnaires given to local government staffs. The research method is built based on UTAUT model. There are 4 hypotheses created and analyzed using Partial Least Square (PLS) approach. From the hypotheses, it can be seen that 2 of 4 is accepted. It can concluded that Performance Expectancy and Effort Expectancy factors affect the readiness of local government significantly.","PeriodicalId":402234,"journal":{"name":"2018 International Conference on Orange Technologies (ICOT)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129754502","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
Hyperspectral Image Classification Based on Convolutional Neural Networks With Adaptive Network Structure 基于自适应卷积神经网络的高光谱图像分类
2018 International Conference on Orange Technologies (ICOT) Pub Date : 2018-10-01 DOI: 10.1109/ICOT.2018.8705785
Chen Ding, Wei Li, Lei Zhang, Chunna Tian, Wei Wei, Yanning Zhang
{"title":"Hyperspectral Image Classification Based on Convolutional Neural Networks With Adaptive Network Structure","authors":"Chen Ding, Wei Li, Lei Zhang, Chunna Tian, Wei Wei, Yanning Zhang","doi":"10.1109/ICOT.2018.8705785","DOIUrl":"https://doi.org/10.1109/ICOT.2018.8705785","url":null,"abstract":"Hyperspectral image (HSI) contains various spectral and spatial information, which is often used in remote sensing image analysis and widely used in areas of the people’s daily life. Due to the advances of powerful feature representations, deep learning based methods are receiving increasing attention and getting acceptable classification results. As a representative of the deep learning methods, convolutional neural networks (CNNs) have shown their great ability in HSI classification tasks. However, the hyper-parameters of CNNs based HSI classification methods are often obtained through experience (e.g., the number of convolutional layers), and how to determine the number of convolutional layers (the model of convolutional layers connection) via data is seldom studied in existing CNNs based HSI classification methods. To deal with this problem, this paper proposes an effective approach to learn a structure of CNNs (e.g., a data-determined layers number of CNNs) in HSI classification tasks, where the CNNs structure can be learned via genetic algorithm (GA). With the learned adaptive CNNs structure can aquire better HSI classification result. Experimental results on two datasets demonstrate the effectiveness of the proposed method.","PeriodicalId":402234,"journal":{"name":"2018 International Conference on Orange Technologies (ICOT)","volume":"189 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123324368","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
Sentiment Analysis about E-Commerce from Tweets Using Decision Tree, K-Nearest Neighbor, and Naïve Bayes 基于决策树、k近邻和Naïve贝叶斯的推文电子商务情感分析
2018 International Conference on Orange Technologies (ICOT) Pub Date : 2018-10-01 DOI: 10.1109/ICOT.2018.8705796
Achmad Bayhaqy, Sfenrianto Sfenrianto, Kaman Nainggolan, E. Kaburuan
{"title":"Sentiment Analysis about E-Commerce from Tweets Using Decision Tree, K-Nearest Neighbor, and Naïve Bayes","authors":"Achmad Bayhaqy, Sfenrianto Sfenrianto, Kaman Nainggolan, E. Kaburuan","doi":"10.1109/ICOT.2018.8705796","DOIUrl":"https://doi.org/10.1109/ICOT.2018.8705796","url":null,"abstract":"Data mining can be used for data analysis of social media users who visit E-Commerce. This study uses data mining techniques aimed at comparing the classification in sentiment analysis from the views of E-Commerce customers who have been written on Twitter. The data set is derived from tweets about E-Commerce in Tokopedia and Bukalapak. Text mining techniques, transform, tokenize, stem, classification, etc. are used to build classification and analysis of sentiment analysis. Rapidminer is also used to assist in making analysis sentiments for comparison by using three different classifications in the dataset with the Decision Tree, K-NN, and Naïve Bayes Classifier approaches to find the best accuracy. The highest result of this study is the Naïve Bayes approach with an accuracy of 77%, precision 88.50% and recall of 64%.","PeriodicalId":402234,"journal":{"name":"2018 International Conference on Orange Technologies (ICOT)","volume":"15 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113967810","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: 58
Efficient Emotion Recognition based on Hybrid Emotion Recognition Neural Network 基于混合情绪识别神经网络的高效情绪识别
2018 International Conference on Orange Technologies (ICOT) Pub Date : 2018-10-01 DOI: 10.1109/ICOT.2018.8705903
Yang-Yen Ou, Bo-Hao Su, Shih-Pang Tseng, Liu-Yi-Cheng Hsu, Jhing-Fa Wang, Ta-Wen Kuan
{"title":"Efficient Emotion Recognition based on Hybrid Emotion Recognition Neural Network","authors":"Yang-Yen Ou, Bo-Hao Su, Shih-Pang Tseng, Liu-Yi-Cheng Hsu, Jhing-Fa Wang, Ta-Wen Kuan","doi":"10.1109/ICOT.2018.8705903","DOIUrl":"https://doi.org/10.1109/ICOT.2018.8705903","url":null,"abstract":"The practical application of computer vision on robots such as emotion, age, gender recognition can improve the interactive experience between robots and users. This paper uses a webcam to capture the image as a visual system input. Then, facial image is obtained through high-performance face detect neural network. Facial landmarks is used to correct the face. After that, we input facial image into the multi-person emotion recognition system. In order to improve the accuracy of emotion recognition, a hybrid emotion recognition is proposed based on Convolutional Neural Network. Taking facial points and facial image as input, training hybrid neural network to convergence and outputting five home common emotion, neutral, happy, surprise, sad and angry. The other hand, the Microsoft Azure API is used for age and gender recognition. Finally, the experimental result shows that the accuracy of emotion recognition is as high as 86.14%. In practical applications, the system can recognize the emotions, age and gender up to thousands of people at the same time.","PeriodicalId":402234,"journal":{"name":"2018 International Conference on Orange Technologies (ICOT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126524684","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
Automatic segmentation of esophageal cancer pathological sections based on semantic segmentation 基于语义分割的食管癌病理切片自动分割
2018 International Conference on Orange Technologies (ICOT) Pub Date : 2018-10-01 DOI: 10.1109/ICOT.2018.8705880
Sizhe Li, Jiawei Zhang, Yuzhen Jin, Liping Zheng, Jilan Xu, Guanzhen Yu, Yanchun Zhang
{"title":"Automatic segmentation of esophageal cancer pathological sections based on semantic segmentation","authors":"Sizhe Li, Jiawei Zhang, Yuzhen Jin, Liping Zheng, Jilan Xu, Guanzhen Yu, Yanchun Zhang","doi":"10.1109/ICOT.2018.8705880","DOIUrl":"https://doi.org/10.1109/ICOT.2018.8705880","url":null,"abstract":"The cancer area segmentation of esophageal histopathology images is a crucial step in determining the stage of esophageal cancer. This task is very important. However, manual segmentation will cost a lot of time. The rise of computational pathology has led to the development of automatic methods for cancer area detection. In the automatic segmentation problem, a well-labeled dataset is the most important part. One of the main contributions of this paper is to establish a dataset contains 1388 patches (958 Normal and 430 Abnormal containing tumor cells), marked with cancer, all of which are manually labeled and supervised by professional pathologists. We test the currently popular networks on our dataset, such as DeeplabV3, FCN+ResNet, Unet and so on. And FCN+ResNet achieves the best performance on our dataset with the highest Mean IoU (85.06%) and Pixel Acc (92.63%).","PeriodicalId":402234,"journal":{"name":"2018 International Conference on Orange Technologies (ICOT)","volume":"159 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133491726","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
Development of 3D Solar System Application Using RAD Model for Elementary Schools 基于RAD模型的小学三维太阳能系统应用开发
2018 International Conference on Orange Technologies (ICOT) Pub Date : 2018-10-01 DOI: 10.1109/ICOT.2018.8705879
Suhartono, Rachmawati Darma Astuti, Sfenrianto Sfenrianto, M. Mustofa, Dewi Andriyani, E. Kaburuan
{"title":"Development of 3D Solar System Application Using RAD Model for Elementary Schools","authors":"Suhartono, Rachmawati Darma Astuti, Sfenrianto Sfenrianto, M. Mustofa, Dewi Andriyani, E. Kaburuan","doi":"10.1109/ICOT.2018.8705879","DOIUrl":"https://doi.org/10.1109/ICOT.2018.8705879","url":null,"abstract":"Developing 3D applications is needed as a tool that can attract students to learn. This study develops learning applications that display solar system objects in 3D using Rapid Application Development (RAD) model as an interesting learning tool for elementary school students in Indonesia. The development of applications using RAD model can be three phases namely: planning requirements, RAD design workshop, and implementation. It facilitates students to learn material about the 3D solar system in sound explanations, and animations that display visions from three different sides, namely the arrangement of the solar system seen from the sun, above, and the back of the earth. The application also facilitated the quiz feature to find out students’ understanding of the solar system after using this application.","PeriodicalId":402234,"journal":{"name":"2018 International Conference on Orange Technologies (ICOT)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134482119","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
Motion Gesture Game for Measure Kinesthetic Level 运动手势游戏测量动觉水平
2018 International Conference on Orange Technologies (ICOT) Pub Date : 2018-10-01 DOI: 10.1109/ICOT.2018.8705922
E. Peranginangin, Christian, E. Kaburuan, Boike Janus Anshory, A. S. Girsang
{"title":"Motion Gesture Game for Measure Kinesthetic Level","authors":"E. Peranginangin, Christian, E. Kaburuan, Boike Janus Anshory, A. S. Girsang","doi":"10.1109/ICOT.2018.8705922","DOIUrl":"https://doi.org/10.1109/ICOT.2018.8705922","url":null,"abstract":"One of the purposes of playing a game is for entertainment. However, some games have multipurpose, not only for fun but also for research. The goals of this research are design game with motion gesture which can measure kinesthetic learning style. The user can move their hands as interaction control, replacing old navigation. Data is collected by distributing questionnaire and game score to participants. Analysis data uses index learning styles and pearson correlation. It concluded that using motion gesture game for measure method learning style can help to measure a kinesthetic player. The final result expected in this research is to help other researchers in game or learning styles.","PeriodicalId":402234,"journal":{"name":"2018 International Conference on Orange Technologies (ICOT)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115053215","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
Gated End-to-End Memory Network Based on Attention Mechanism 基于注意机制的门控端到端记忆网络
2018 International Conference on Orange Technologies (ICOT) Pub Date : 2018-10-01 DOI: 10.1109/ICOT.2018.8705856
Bin Zhou, Xin Dang
{"title":"Gated End-to-End Memory Network Based on Attention Mechanism","authors":"Bin Zhou, Xin Dang","doi":"10.1109/ICOT.2018.8705856","DOIUrl":"https://doi.org/10.1109/ICOT.2018.8705856","url":null,"abstract":"The memory network has been proved to work well on the problems of simple question answering tasks based on reasoning, such as factual reasoning. However, with the question answering tasks becoming more and more complex, for example, multi-fact question answering, and other dialog tasks, simple memory networks do not perform well on these problems because more interactions are required between memory and other modules. In this paper, a new memory network is proposed which combines the attention mechanism and the gated mechanism of the Gated End-to-End Memory Network, and achieves better results in complex question and answer tasks. Based on the End-to-End Memory Network, Gated End-to-End Memory Network uses the residual network and combines the output of the upper layer with the problem. This paper applies the attention mechanism to the Gated mechanism. The new method makes the distribution of attention in the memory network more accurate, which makes our experiment greatly be improved on the 20 bAbI-10k text question-answering dataset. (Abstract)","PeriodicalId":402234,"journal":{"name":"2018 International Conference on Orange Technologies (ICOT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123950247","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
Study of Wireless Sensor Network Application for Dosimeter Personal Real Time 无线传感器网络在个人实时剂量计中的应用研究
2018 International Conference on Orange Technologies (ICOT) Pub Date : 2018-10-01 DOI: 10.1109/ICOT.2018.8705814
Ramacos Fardela, Kusminarto, Ahmad Ashari
{"title":"Study of Wireless Sensor Network Application for Dosimeter Personal Real Time","authors":"Ramacos Fardela, Kusminarto, Ahmad Ashari","doi":"10.1109/ICOT.2018.8705814","DOIUrl":"https://doi.org/10.1109/ICOT.2018.8705814","url":null,"abstract":"Radiation dosage monitoring becomes a fundamental problem for both patients and operators, where the ionizing radiation can give detrimental effects for health and heredity. This paper presents hardware, software, and system implementation to develop a personal radiation dosimeter by applying wireless sensor networks. A sensor node consists of a pocket radiation sensor Geiger type 5, an Xbee series 2, and an Arduino microcontroller. The software consists of three components, i.e. software for initial setting of Xbee namely XCTU, data processor for Arduino microcontroller using C++ programming with the Integrated Development Environment (IDE), and data acquisition system built by using Lab View.","PeriodicalId":402234,"journal":{"name":"2018 International Conference on Orange Technologies (ICOT)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127454708","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
Customer Acceptance Factors Against Internet Banking Analysis 网上银行客户接受因素分析
2018 International Conference on Orange Technologies (ICOT) Pub Date : 2018-10-01 DOI: 10.1109/ICOT.2018.8705896
L. Yulianti, E. Kaburuan, Karona Cahya Susena, Monica Mayeni, W. Sardjono
{"title":"Customer Acceptance Factors Against Internet Banking Analysis","authors":"L. Yulianti, E. Kaburuan, Karona Cahya Susena, Monica Mayeni, W. Sardjono","doi":"10.1109/ICOT.2018.8705896","DOIUrl":"https://doi.org/10.1109/ICOT.2018.8705896","url":null,"abstract":"The value of the benefits of information systems in banking aims to provide more effective and efficient services for the community. To support customer transactions so as to provide ease in the transaction process either in terms of time or financially. Internet Banking is an information system created to support bangking customer transactions to transact online and real time easily and quickly. Measuring the success of Internet Banking implementation is needed to know the factors of success and failure in the successful implementation. Analyze factors used as a measurement evaluation tool with Internet Banking users as respondents. The results obtained from the measurement is an increase in the use of Internet Banking and recommendations that can be given in increasing the Internet Banking users. The conclusion is that the acceptance of Internet Banking is more influenced by user satisfaction supported by the quality of the system and the quality of service","PeriodicalId":402234,"journal":{"name":"2018 International Conference on Orange Technologies (ICOT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125821120","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
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