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Meteorological Observation Equipment Consistency Testing Based on Association Rule Mining Algorithm 基于关联规则挖掘算法的气象观测设备一致性检验
2018 1st International Cognitive Cities Conference (IC3) Pub Date : 2018-08-01 DOI: 10.1109/IC3.2018.00025
Tao Li, Z. Lu, Ruonan Zhao, Yongjun Ren, Meichen Yu, Tingyu Zhang
{"title":"Meteorological Observation Equipment Consistency Testing Based on Association Rule Mining Algorithm","authors":"Tao Li, Z. Lu, Ruonan Zhao, Yongjun Ren, Meichen Yu, Tingyu Zhang","doi":"10.1109/IC3.2018.00025","DOIUrl":"https://doi.org/10.1109/IC3.2018.00025","url":null,"abstract":"In order to ensure the stability of the data collected by the meteorological observation equipment, it is necessary to conduct consistency detection on the observation equipment. This paper proposes an algorithm based on interest degree association rules. The interest association rule mining algorithm is applied to the consistency detection of meteorological observation equipment, and the consistency model of meteorological observation equipment of association rules can be formed. The verification of real data shows that the algorithm can not only mine all the rules with strong correlation, but also be superior in temporal performance compared with similar non-Apriori algorithms. Through association rule mining algorithm, all association items are extracted to form a case base. The rule matching method is used to detect the consistency between devices, and the algorithm is optimized experimentally, and the optimal parameter solution is obtained, which determines the device consistency.","PeriodicalId":236366,"journal":{"name":"2018 1st International Cognitive Cities Conference (IC3)","volume":"283 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132494035","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
Applied Research Based on the Internet of Things of Medical Treatment Operations 基于物联网的医疗操作应用研究
2018 1st International Cognitive Cities Conference (IC3) Pub Date : 2018-08-01 DOI: 10.1109/IC3.2018.00-37
Ting-Jou Ding, Lih-Shyng Shyu
{"title":"Applied Research Based on the Internet of Things of Medical Treatment Operations","authors":"Ting-Jou Ding, Lih-Shyng Shyu","doi":"10.1109/IC3.2018.00-37","DOIUrl":"https://doi.org/10.1109/IC3.2018.00-37","url":null,"abstract":"It is very common to apply wireless internet and embedded mobile-computing in modern technology. In new types of applications, a variety of wireless application models can be applied in a centralized manner, ranging from WiFi, Bluetooth, infrared ray to mobile communication, etc., among which could utilize functions of 802.11 wireless network (Wi Fi) or 802.15.4 (WSN). On the new medical care management platform and RF wireless data acquirers, the key solutions not only implement the bar code scanning and analytic functions, but also complete medical data exchange and first-in-first-out inventory management. Moreover, the implementation of database management, including serial numbers and batches, significantly increases the effectiveness of technological application on healthcare. This study took Department of Gastroenterology as an example to build an automated management system for reusing gastroscopy. At the same time, the system offers long-distance searching function, provided with the convenience of the Internet and web page designs.","PeriodicalId":236366,"journal":{"name":"2018 1st International Cognitive Cities Conference (IC3)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130358084","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
Applying Classification to Rainfall Nowcasting with Topographical Awareness 基于地形感知的降雨临近预报分类应用
2018 1st International Cognitive Cities Conference (IC3) Pub Date : 2018-08-01 DOI: 10.1109/IC3.2018.00018
Jui-Hung Chang, Ren-Hung Hwang, Yi-Jhong Gong, Kai-Hsiang Lin
{"title":"Applying Classification to Rainfall Nowcasting with Topographical Awareness","authors":"Jui-Hung Chang, Ren-Hung Hwang, Yi-Jhong Gong, Kai-Hsiang Lin","doi":"10.1109/IC3.2018.00018","DOIUrl":"https://doi.org/10.1109/IC3.2018.00018","url":null,"abstract":"Rainfall nowcasting provides the estimations of rainfall condition, such as accumulated precipitation, probability of precipitation forecast, and rainfall intensity prediction. Although numerical weather prediction (NWP) can simulate the atmospheric conditions, limited by the computation performance and the initial field data, the NWP does not perform well in short-term forecasting. Since atmosphere environment is a complex non-linear system, we used the deep learning approach to learn and perform the rainfall nowcasting. In this paper, we used the classification model based on a residual network and added the \"side path\" to input the additional data which could assist our model in acquiring prior knowledge. For the experiment, we input the topographic data to help the model include topographical awareness. In our experiment, the model trained by the additional topographic data achieved the higher accuracy than the model lacking the topographical recognition.","PeriodicalId":236366,"journal":{"name":"2018 1st International Cognitive Cities Conference (IC3)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122330518","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
Complex Behavior of a Wind Turbine Induced by Nonlinear Aerodynamics 非线性空气动力学诱导下风力机的复杂行为
2018 1st International Cognitive Cities Conference (IC3) Pub Date : 2018-08-01 DOI: 10.1109/IC3.2018.00-36
Yung-Chia Hsiao, Lih-Shyng Shyu, Shuhan Wang
{"title":"Complex Behavior of a Wind Turbine Induced by Nonlinear Aerodynamics","authors":"Yung-Chia Hsiao, Lih-Shyng Shyu, Shuhan Wang","doi":"10.1109/IC3.2018.00-36","DOIUrl":"https://doi.org/10.1109/IC3.2018.00-36","url":null,"abstract":"Rotational speed increases as wind speed is ideal for a small wind turbine because the turbine outputs maximum power under the specific speed. Different average rotational speeds of a windmill were recorded at a low mean wind speed in field tests. The low rotational speeds would give rise to passive optimal control of the wind turbines failure. Furthermore, the varied rotation speeds would be relative to a hysteresis induced by saddle-node bifurcations for the small wind turbine in variant electric loads. Meanwhile, the variety of the rotational speeds fades away as moderate or fresh breeze constantly blowing. This study investigated the mechanism of the disappearance of the varied rotational speeds. Bifurcation lines of saddle-node bifurcation points were observed at variant electric loads and different wind speeds via a nonlinear mathematical model for the wind turbine. The bifurcation diagram demonstrates that the bifurcation lines close each other at a narrow variation of low electric loads as increasing wind speed. The movement of the bifurcation lines expresses why the varied rotational speeds were observed only at low wind speeds. The dynamics are important to the design of optimal control algorithms for small wind turbines.","PeriodicalId":236366,"journal":{"name":"2018 1st International Cognitive Cities Conference (IC3)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115303801","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
The Development and Challenges of Computational Thinking Board Games 计算思维棋盘游戏的发展与挑战
2018 1st International Cognitive Cities Conference (IC3) Pub Date : 2018-08-01 DOI: 10.1109/IC3.2018.00-45
Sheng-Yi Wu
{"title":"The Development and Challenges of Computational Thinking Board Games","authors":"Sheng-Yi Wu","doi":"10.1109/IC3.2018.00-45","DOIUrl":"https://doi.org/10.1109/IC3.2018.00-45","url":null,"abstract":"The promotion of computational thinking education has become a worldwide trend. To cultivate the computational thinking ability of children at young age, many computational thinking board games have appeared recently. This article introduces five computational thinking board games, including Robot Turtles, King of Pirates, Doggy Code, ROBOT WARS Coding Board Game, and Code master, and then to analyze its characteristics respectively. Additionally, this article also points out the current limitations and challenges of computational thinking board games. We hope more schools or operators will join the development of computational thinking education in the future.","PeriodicalId":236366,"journal":{"name":"2018 1st International Cognitive Cities Conference (IC3)","volume":"155 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114525585","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
A Parameter Sharing Method for Reinforcement Learning Model between AirSim and UAVs 一种AirSim与无人机强化学习模型参数共享方法
2018 1st International Cognitive Cities Conference (IC3) Pub Date : 2018-08-01 DOI: 10.1109/IC3.2018.00014
S. Tseng, Chin-Feng Lai, M. Wang, Ching-Ju Chen, C. Ho
{"title":"A Parameter Sharing Method for Reinforcement Learning Model between AirSim and UAVs","authors":"S. Tseng, Chin-Feng Lai, M. Wang, Ching-Ju Chen, C. Ho","doi":"10.1109/IC3.2018.00014","DOIUrl":"https://doi.org/10.1109/IC3.2018.00014","url":null,"abstract":"In recent years, unmanned aerial vehicle aerial photography has developed rapidly. Unmanned aerial vehicle can get a different perspective and allow us to do more difficult tasks. Controlling unmanned aerial vehicle requires a lot of manpower, so there are a number of studies that use reinforcement learning to make the unmanned aerial vehicle fly autonomously. It is an expensive and time-consuming task to use reinforcement learning and training unmanned aerial vehicle to accomplish specific tasks in a realistic environment. Therefore this study in a virtual environment using the Q - learning training unmanned aerial vehicle landing, then transplanted model of virtual environment in which to train good into real environment, makes the realistic environment of unmanned aerial vehicle can use cheaper and quickly achieve the same task.","PeriodicalId":236366,"journal":{"name":"2018 1st International Cognitive Cities Conference (IC3)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114982078","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
Finding Visible kNN Objects with the View Field Constraint 使用视图域约束查找可见的kNN对象
2018 1st International Cognitive Cities Conference (IC3) Pub Date : 2018-08-01 DOI: 10.1109/IC3.2018.00021
Yu-Chi Chung, I-Fang Su, Chiang Lee, Ding-Li Chen
{"title":"Finding Visible kNN Objects with the View Field Constraint","authors":"Yu-Chi Chung, I-Fang Su, Chiang Lee, Ding-Li Chen","doi":"10.1109/IC3.2018.00021","DOIUrl":"https://doi.org/10.1109/IC3.2018.00021","url":null,"abstract":"With the high development of wireless network and mobile devices, Location-Based Services(LBS) is even more popular. Especially the k Nearest Neighbor (kNN) queries providing the services such as searching for nearby hot spots or high rated restaurants etc. In this paper, we study a special type of kNN query named visible kNN query. The query retrieves data objects that are visible to a user in a given view field. The kind of query is useful in many real-world applications such as environmental surveillance or simulation games. We design an efficient algorithm that can retrieve visible data objects in a view field without scanning all the data objects in the data space. We also conduct experiments to evaluate the efficiency of the proposed algorithm. The experiment results show that the proposed method is efficient.","PeriodicalId":236366,"journal":{"name":"2018 1st International Cognitive Cities Conference (IC3)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129928375","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
Analysis of Current Situation of LMS Application in the Digital Era 数字时代LMS应用现状分析
2018 1st International Cognitive Cities Conference (IC3) Pub Date : 2018-08-01 DOI: 10.1109/IC3.2018.00089
Yiwei Zhao
{"title":"Analysis of Current Situation of LMS Application in the Digital Era","authors":"Yiwei Zhao","doi":"10.1109/IC3.2018.00089","DOIUrl":"https://doi.org/10.1109/IC3.2018.00089","url":null,"abstract":"This paper analyzes literature related to the Learning Management System (LMS) published in the four journals of educational technology, and uses SWOT analysis to analyze the views of LMS in colleges and universities, and reviews and reflects on LMS in college education. The achievements and existing problems in the research will lay the foundation for the future upgrade and application of LMS and make recommendations.","PeriodicalId":236366,"journal":{"name":"2018 1st International Cognitive Cities Conference (IC3)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117191054","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
IC3 2018 Keynote Speakers IC3 2018主题演讲嘉宾
2018 1st International Cognitive Cities Conference (IC3) Pub Date : 2018-08-01 DOI: 10.1109/ic3.2018.00009
{"title":"IC3 2018 Keynote Speakers","authors":"","doi":"10.1109/ic3.2018.00009","DOIUrl":"https://doi.org/10.1109/ic3.2018.00009","url":null,"abstract":"","PeriodicalId":236366,"journal":{"name":"2018 1st International Cognitive Cities Conference (IC3)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133938848","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
Screening Passive Job Seekers on Facebook 在Facebook上筛选被动求职者
2018 1st International Cognitive Cities Conference (IC3) Pub Date : 2018-08-01 DOI: 10.1109/IC3.2018.000-5
Hung-Yue Suen, Hsiu-Yen Chen
{"title":"Screening Passive Job Seekers on Facebook","authors":"Hung-Yue Suen, Hsiu-Yen Chen","doi":"10.1109/IC3.2018.000-5","DOIUrl":"https://doi.org/10.1109/IC3.2018.000-5","url":null,"abstract":"This study examined passive job seekers' reactions to pre-employment screening on Facebook. We found that the passive job seekers whose Facebook was screened by a potential employer felt their privacy had been invaded, resulting in lower both procedural justice and the job-pursuit intentions throughout the result of PLS-SEM analysis. Moreover, the perception of procedural justice partially mediated the relationship between perceived privacy violation and job pursuit intention. Although organization attractiveness was associated with job pursuit intention, it did not have significant moderating effect in this study.","PeriodicalId":236366,"journal":{"name":"2018 1st International Cognitive Cities Conference (IC3)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132439231","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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