"Internet +" is the core feature of the current development of information technology. It has been achieved that the Internet and China's logistics industry recombined profoundly using information and communication technologies and Internet platforms. We can grasp more accurate and comprehensive the relationship between supply and demand through online real-time monitoring of procurement and distribution data, and minimize commodity inventory, reduce operating costs, simultaneously we can open up multiple sales channels, explore actively logistics innovation and development countermeasures in order to create a new model of diversified logistics management.
{"title":"Strategic Deployment of Logistics Management with Diversity Characteristics Based on \"Internet +\" Environment","authors":"Yannan Li, Qian Wang","doi":"10.1145/3284557.3284691","DOIUrl":"https://doi.org/10.1145/3284557.3284691","url":null,"abstract":"\"Internet +\" is the core feature of the current development of information technology. It has been achieved that the Internet and China's logistics industry recombined profoundly using information and communication technologies and Internet platforms. We can grasp more accurate and comprehensive the relationship between supply and demand through online real-time monitoring of procurement and distribution data, and minimize commodity inventory, reduce operating costs, simultaneously we can open up multiple sales channels, explore actively logistics innovation and development countermeasures in order to create a new model of diversified logistics management.","PeriodicalId":272487,"journal":{"name":"Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control","volume":"388 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133941819","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}
Contrast pattern-based classifiers become more understandable and accurate on binary classification. However, these classifiers do not achieve good performance on class imbalance problems. Thus, this paper introduces a new contrast pattern-based classifier for class imbalance problems. The proposed method selects the appropriate contrast patterns by quality measures. Then we combine the quality measure of the pattern and class confidence proportion with the class imbalance level at the classification stage of the model. The simulation results show that our proposed outperforms the current contrast pattern-based classifiers and other state-of-the-art classifiers not directly based on contrast patterns for class imbalance problems.
{"title":"A New Contrast Pattern-Based Classification for Imbalanced Data","authors":"Xiangtao Chen, Yajing Gao, Siqi Ren","doi":"10.1145/3284557.3284708","DOIUrl":"https://doi.org/10.1145/3284557.3284708","url":null,"abstract":"Contrast pattern-based classifiers become more understandable and accurate on binary classification. However, these classifiers do not achieve good performance on class imbalance problems. Thus, this paper introduces a new contrast pattern-based classifier for class imbalance problems. The proposed method selects the appropriate contrast patterns by quality measures. Then we combine the quality measure of the pattern and class confidence proportion with the class imbalance level at the classification stage of the model. The simulation results show that our proposed outperforms the current contrast pattern-based classifiers and other state-of-the-art classifiers not directly based on contrast patterns for class imbalance problems.","PeriodicalId":272487,"journal":{"name":"Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116006452","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}
Hard landing is a severe accident during the flight landing phase, which threats the aircraft architecture and passengers' safety. This study proposed a model named LSTM for aircraft hard landing prediction, which provides advanced warning to take proper measures. The unique structure of LSTM model makes it have the superior capability to capture the long temporal dependency of time series QAR data for hard landing forecasting. Experiments were conducted using the A320 QAR dataset consisting of 853 hard landing flights and 1082 normal landing flights. Comparing the performance of the proposed LSTM model to other tradition prediction models, the results suggest that LSTM model is effective and achieves high prediction accuracy of hard landing.
{"title":"Aircraft Hard Landing Prediction Using LSTM Neural Network","authors":"Haochi Zhang, T. Zhu","doi":"10.1145/3284557.3284693","DOIUrl":"https://doi.org/10.1145/3284557.3284693","url":null,"abstract":"Hard landing is a severe accident during the flight landing phase, which threats the aircraft architecture and passengers' safety. This study proposed a model named LSTM for aircraft hard landing prediction, which provides advanced warning to take proper measures. The unique structure of LSTM model makes it have the superior capability to capture the long temporal dependency of time series QAR data for hard landing forecasting. Experiments were conducted using the A320 QAR dataset consisting of 853 hard landing flights and 1082 normal landing flights. Comparing the performance of the proposed LSTM model to other tradition prediction models, the results suggest that LSTM model is effective and achieves high prediction accuracy of hard landing.","PeriodicalId":272487,"journal":{"name":"Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control","volume":"158 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116879653","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}
A digital barometer was designed to measure air pressure and altitude. This design adopted STC series microcontroller STC12c5a60s2 as the core controller. The BMP085 digital pneumatic sensor was used as the measuring sensor. The LCD display screen named 1602 was used to display the information about the pressure and the altitude. According to the design requirements, the circuit board was drawn, made and debugged. According to the design function, the IIC program, the initialization program of BMP085 and the conversion program of pressure and altitude were written and debugged. The pressure data was processed. The experimental system was set up. The pressure altitude of different floors of the electronic building was measured for several times at different temperatures. The linear relationship between air pressure and altitude was obtained. The level of the designed digital barometer was 0.5.
{"title":"Design of Digital Pressure Measuring System Based on Bmp085","authors":"Chen Jun, Men Sanyi, Zhou Tao, Yang Shuqiang","doi":"10.1145/3284557.3284724","DOIUrl":"https://doi.org/10.1145/3284557.3284724","url":null,"abstract":"A digital barometer was designed to measure air pressure and altitude. This design adopted STC series microcontroller STC12c5a60s2 as the core controller. The BMP085 digital pneumatic sensor was used as the measuring sensor. The LCD display screen named 1602 was used to display the information about the pressure and the altitude. According to the design requirements, the circuit board was drawn, made and debugged. According to the design function, the IIC program, the initialization program of BMP085 and the conversion program of pressure and altitude were written and debugged. The pressure data was processed. The experimental system was set up. The pressure altitude of different floors of the electronic building was measured for several times at different temperatures. The linear relationship between air pressure and altitude was obtained. The level of the designed digital barometer was 0.5.","PeriodicalId":272487,"journal":{"name":"Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114803833","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}
NoSQL databases have become very popular in the last few years. Graph databases, as a major NoSQL database type, are used for many problems. In relational databases, conceptual modeling is very important, for which Enhanced Entity-Relationship (EER) model is widely used. Since an EER schema can be considered as a special graph, the idea is given: try to realize it in a graph database. I used Neo4j database management system as a graph database. This paper introduces the Cypher statements and formatting in Neo4j to store and visualize EER.
{"title":"Store and Visualize EER in Neo4j","authors":"Anikó Vágner","doi":"10.1145/3284557.3284694","DOIUrl":"https://doi.org/10.1145/3284557.3284694","url":null,"abstract":"NoSQL databases have become very popular in the last few years. Graph databases, as a major NoSQL database type, are used for many problems. In relational databases, conceptual modeling is very important, for which Enhanced Entity-Relationship (EER) model is widely used. Since an EER schema can be considered as a special graph, the idea is given: try to realize it in a graph database. I used Neo4j database management system as a graph database. This paper introduces the Cypher statements and formatting in Neo4j to store and visualize EER.","PeriodicalId":272487,"journal":{"name":"Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115613968","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}
Due to the exponential increase in network traffic in the data centers, thousands of servers interconnected with high bandwidth switches are required. Field Programmable Gate Arrays (FPGAs) with Cloud ecosystem offer high performance in efficiency and energy, making them active resources, easy to program and reconfigure. This paper looks at FPGAs as reconfigurable accelerators for the cloud computing presents the main hardware accelerators that have been presented in various widely used cloud computing applications such as MapReduce, Spark, Memcached, Databases.
{"title":"A Study of Reconfigurable Accelerators for Cloud Computing","authors":"Noor Mohammedali, Michael Opoku Agyeman","doi":"10.1145/3284557.3284563","DOIUrl":"https://doi.org/10.1145/3284557.3284563","url":null,"abstract":"Due to the exponential increase in network traffic in the data centers, thousands of servers interconnected with high bandwidth switches are required. Field Programmable Gate Arrays (FPGAs) with Cloud ecosystem offer high performance in efficiency and energy, making them active resources, easy to program and reconfigure. This paper looks at FPGAs as reconfigurable accelerators for the cloud computing presents the main hardware accelerators that have been presented in various widely used cloud computing applications such as MapReduce, Spark, Memcached, Databases.","PeriodicalId":272487,"journal":{"name":"Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control","volume":"239 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121155953","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}
Mingchang Wu, Qiming Wang, Haiyan Zhang, Jianxing Xue, M. Zhu, Zhiwei Zhang, Qing Zhao, Yong Wang, Lei Yang, Zheng Lei
In this paper, the typical specification requirements for the FAST(Five-hundred-meter Aperture Spherical Telescope) active reflector actuators are described. The basic design rules are briefly presented which include high reliability, high efficiency and low power consumption, thermal design, easy maintainability etc. Function tests and performance tests are described with test platforms and results presented. The operation status of all the 2225 actuators are shown spatially to identify the overall status. The results show that the typical function and performance specifications meet the requirements of the actions.
{"title":"Typical Function And Performance Tests for the Fast Active Reflector Actuator","authors":"Mingchang Wu, Qiming Wang, Haiyan Zhang, Jianxing Xue, M. Zhu, Zhiwei Zhang, Qing Zhao, Yong Wang, Lei Yang, Zheng Lei","doi":"10.1145/3284557.3284722","DOIUrl":"https://doi.org/10.1145/3284557.3284722","url":null,"abstract":"In this paper, the typical specification requirements for the FAST(Five-hundred-meter Aperture Spherical Telescope) active reflector actuators are described. The basic design rules are briefly presented which include high reliability, high efficiency and low power consumption, thermal design, easy maintainability etc. Function tests and performance tests are described with test platforms and results presented. The operation status of all the 2225 actuators are shown spatially to identify the overall status. The results show that the typical function and performance specifications meet the requirements of the actions.","PeriodicalId":272487,"journal":{"name":"Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123296752","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}
In Korea, a strong earthquake of 5.8 and 5.4 magnitude occurred in Gyeongju in September 2016 and Pohang in November 2018 respectively. In the case of the Pohang Earthquake, the ground is losing its resistance and the ground liquefaction phenomenon that is behaving like a liquid is officially reported. In Korea, the importance of liquefaction evaluation is increasing due to lack of damage prediction system by liquefaction and ground amplification when an earthquake occurs. In this study, drilling information was extracted from the 5-1 region of Sejong City, a smart city demonstration area, and ground resistance was calculated to construct a ground resistance model for liquefaction risk assessment. And three - dimensional ground resistance modeling was made by applying GIS analysis technique. Based on this, a digital twin model replicating the same real world environment was constructed to simulate soil resistance. As a result of this study, it was confirmed that the ground resistance result calculated from simulation test was similar to the actual resistance result. It is considered that this can be used for examining the ground supporting force and estimating the ground resistance when an earthquake occurs.
{"title":"Construction of Digital Twin Geotechnical Resistance Model for Liquefaction Risk Evaluation","authors":"Seok-Jin Song, Yonggu Jang","doi":"10.1145/3284557.3284739","DOIUrl":"https://doi.org/10.1145/3284557.3284739","url":null,"abstract":"In Korea, a strong earthquake of 5.8 and 5.4 magnitude occurred in Gyeongju in September 2016 and Pohang in November 2018 respectively. In the case of the Pohang Earthquake, the ground is losing its resistance and the ground liquefaction phenomenon that is behaving like a liquid is officially reported. In Korea, the importance of liquefaction evaluation is increasing due to lack of damage prediction system by liquefaction and ground amplification when an earthquake occurs. In this study, drilling information was extracted from the 5-1 region of Sejong City, a smart city demonstration area, and ground resistance was calculated to construct a ground resistance model for liquefaction risk assessment. And three - dimensional ground resistance modeling was made by applying GIS analysis technique. Based on this, a digital twin model replicating the same real world environment was constructed to simulate soil resistance. As a result of this study, it was confirmed that the ground resistance result calculated from simulation test was similar to the actual resistance result. It is considered that this can be used for examining the ground supporting force and estimating the ground resistance when an earthquake occurs.","PeriodicalId":272487,"journal":{"name":"Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122435809","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}
The advancement of computer architecture systems has led to the massive need for memory. The need to sustain such leaps has required the examination of solutions for the design space exploration of memory. From design space exploration and its relevance to the fundamental makeup of cache memory, there are some possible solutions to the problem of needing more and faster memory sooner than later. Design Space Exploration techniques Simulation, Analytical, Configurable and Evolutionary all provide different advantages and definitely enhance the cache memory design. However, each has its drawbacks that should be considered depending on the intent of its application. This paper presents an overview of the different techniques and evaluates their effectiveness with regard to their advantages and disadvantages. A suggested best solution could be a hybrid that allowed the different techniques to compensate for the other's deficiencies.
{"title":"An Overview of Design Space Exploration of Cache Memory","authors":"David Sam, Michael Opoku Agyeman","doi":"10.1145/3284557.3284558","DOIUrl":"https://doi.org/10.1145/3284557.3284558","url":null,"abstract":"The advancement of computer architecture systems has led to the massive need for memory. The need to sustain such leaps has required the examination of solutions for the design space exploration of memory. From design space exploration and its relevance to the fundamental makeup of cache memory, there are some possible solutions to the problem of needing more and faster memory sooner than later. Design Space Exploration techniques Simulation, Analytical, Configurable and Evolutionary all provide different advantages and definitely enhance the cache memory design. However, each has its drawbacks that should be considered depending on the intent of its application. This paper presents an overview of the different techniques and evaluates their effectiveness with regard to their advantages and disadvantages. A suggested best solution could be a hybrid that allowed the different techniques to compensate for the other's deficiencies.","PeriodicalId":272487,"journal":{"name":"Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128249070","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}
The Mechanical Kansei means a decision capability to evaluate an impression unconsciously, intuitively with informational synthesis in order to mechanics. In a product conceptual design, to create structural shape and layout as solution principle from functional requirement is greatly dependent on the accumulated engineering knowledge, experience and know-how. These engineering senses are called as the Mechanical Kansei. If the Kansei cannot be well used to design product structural shape and layout which satisfied various functional requirements, its design process has a difficulty to draw creative structural shape and layout. In this study, we propose the new methodology of the interaction of a functional design and a structural design in a product conceptual design process for decision making of product design concept based on the Human Computing Interaction. This proposed system creates shape and layout imagery to interact between the Mechanical Kansei and topology optimization method based on the Fully Stressed Design. The response of the Mechanical Kansei is obtained by using Brain Machine Interface (BMI) from the Frontal Cortex handles a positive expectation and the Supplementary Motor Area is assigned to the physics simulation within a brain. The shape and layout imagery creation system is discussed via the verification result and the creation results. We confirmed that the system has created the shape and layout considering the Mechanical Kansei for the product conceptual design, and also it's an attractive product design structure.
{"title":"Shape and Layout Imagery Creation Using BMI Based on Mechanical Kansei","authors":"Nanami Hoshi, Ryu Kitamura, H. Hasegawa","doi":"10.1145/3284557.3284736","DOIUrl":"https://doi.org/10.1145/3284557.3284736","url":null,"abstract":"The Mechanical Kansei means a decision capability to evaluate an impression unconsciously, intuitively with informational synthesis in order to mechanics. In a product conceptual design, to create structural shape and layout as solution principle from functional requirement is greatly dependent on the accumulated engineering knowledge, experience and know-how. These engineering senses are called as the Mechanical Kansei. If the Kansei cannot be well used to design product structural shape and layout which satisfied various functional requirements, its design process has a difficulty to draw creative structural shape and layout. In this study, we propose the new methodology of the interaction of a functional design and a structural design in a product conceptual design process for decision making of product design concept based on the Human Computing Interaction. This proposed system creates shape and layout imagery to interact between the Mechanical Kansei and topology optimization method based on the Fully Stressed Design. The response of the Mechanical Kansei is obtained by using Brain Machine Interface (BMI) from the Frontal Cortex handles a positive expectation and the Supplementary Motor Area is assigned to the physics simulation within a brain. The shape and layout imagery creation system is discussed via the verification result and the creation results. We confirmed that the system has created the shape and layout considering the Mechanical Kansei for the product conceptual design, and also it's an attractive product design structure.","PeriodicalId":272487,"journal":{"name":"Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control","volume":"506 Pt B 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126047692","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}
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