Pub Date : 2019-12-01DOI: 10.1109/IAEAC47372.2019.8997882
Yuzhou Wu, Hanju Li
User electricity consumption behavior Analysis is helpful for power supply enterprises to provide personalized services for users, and for the effective implementation of peak load staggering scheme in power supply enterprises. In this paper, the additive model is used to decompose the user electricity consumption, extract the characteristics of electricity trend, periodicity and holiday influence, and construct the modulus 1 vector to describe the user electricity consumption behavior. Then, the power consumption behavior of different users can be analyzed by the unit spherical clustering method, which is convenient for power supply enterprises to provide precision service for different user groups with different characteristics.
{"title":"Additive Model for User Electricity Consumption Behavior Analysis","authors":"Yuzhou Wu, Hanju Li","doi":"10.1109/IAEAC47372.2019.8997882","DOIUrl":"https://doi.org/10.1109/IAEAC47372.2019.8997882","url":null,"abstract":"User electricity consumption behavior Analysis is helpful for power supply enterprises to provide personalized services for users, and for the effective implementation of peak load staggering scheme in power supply enterprises. In this paper, the additive model is used to decompose the user electricity consumption, extract the characteristics of electricity trend, periodicity and holiday influence, and construct the modulus 1 vector to describe the user electricity consumption behavior. Then, the power consumption behavior of different users can be analyzed by the unit spherical clustering method, which is convenient for power supply enterprises to provide precision service for different user groups with different characteristics.","PeriodicalId":164163,"journal":{"name":"2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123715416","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}
Pub Date : 2019-12-01DOI: 10.1109/IAEAC47372.2019.8997635
Meimei Zhao, Ming Yao, Xiaohui Zhang, Yirong Sun, B. Yao
The overall security is a new topic on network security in Today’s digital business. As known, graphical passwords (GPWs) are applied in the world. Topological graphic passwords (Topsnut-gpws) differ from the existing GPWs, since they can be expressed by popular matrices and can produce graphic groups for encrypting networks. New coding techniques are introduced and new coding graphic groups and matrix groups are constructed in this article. Some new problems are given for investigating deeply graphic groups and matrix groups.
{"title":"Coding Graphic Groups For Network Security","authors":"Meimei Zhao, Ming Yao, Xiaohui Zhang, Yirong Sun, B. Yao","doi":"10.1109/IAEAC47372.2019.8997635","DOIUrl":"https://doi.org/10.1109/IAEAC47372.2019.8997635","url":null,"abstract":"The overall security is a new topic on network security in Today’s digital business. As known, graphical passwords (GPWs) are applied in the world. Topological graphic passwords (Topsnut-gpws) differ from the existing GPWs, since they can be expressed by popular matrices and can produce graphic groups for encrypting networks. New coding techniques are introduced and new coding graphic groups and matrix groups are constructed in this article. Some new problems are given for investigating deeply graphic groups and matrix groups.","PeriodicalId":164163,"journal":{"name":"2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125352169","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}
Pub Date : 2019-12-01DOI: 10.1109/IAEAC47372.2019.8997896
Laxmisha Rai, Dapeng Chen, Hong Li, Di Fan
Sharing and transmission of multimedia files are increasingly becoming common among mobile and smart phone users. As most of the mobile devices run on Android platform, the new methods for rapid sharing and transmitting is highly essential considering the continuous growth of mobile phone users, as well as the increasing trend in the size of multimedia information shared. In this paper, a mechanism for rapidly transmitting and sharing of multimedia files between different mobile devices using multi-threaded execution mechanism is explored. The main focus is to show the capacities of multi-threading in multimedia file transfer in Android based smart devices while transferring contents such as video, audio, text, and images.
{"title":"Rapid Sharing of Multimedia Contents in Android Devices using Multithreaded Execution Model","authors":"Laxmisha Rai, Dapeng Chen, Hong Li, Di Fan","doi":"10.1109/IAEAC47372.2019.8997896","DOIUrl":"https://doi.org/10.1109/IAEAC47372.2019.8997896","url":null,"abstract":"Sharing and transmission of multimedia files are increasingly becoming common among mobile and smart phone users. As most of the mobile devices run on Android platform, the new methods for rapid sharing and transmitting is highly essential considering the continuous growth of mobile phone users, as well as the increasing trend in the size of multimedia information shared. In this paper, a mechanism for rapidly transmitting and sharing of multimedia files between different mobile devices using multi-threaded execution mechanism is explored. The main focus is to show the capacities of multi-threading in multimedia file transfer in Android based smart devices while transferring contents such as video, audio, text, and images.","PeriodicalId":164163,"journal":{"name":"2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125528986","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}
Pub Date : 2019-12-01DOI: 10.1109/IAEAC47372.2019.8997753
Yang Zhang, Zhongwei Liu, Zhijie Mao, Jifu Wang
This paper mainly studies the application of in-vehicle SINS/GNSS loosely coupled navigation algorithm. The SINS attitude update, velocity update, and position update equations are derived. The research designs SINS/GNSS loosely coupled filter by combining the SINS error model and the Kalman filter model. The vehicle navigation experiment is carried out. The results show that the accuracy of SINS/GNSS loosely coupled integration is significantly better than the pure inertial navigation solution.
{"title":"Application Research of In-vehicle SINS/GNSS Integrated Navigation Algorithm","authors":"Yang Zhang, Zhongwei Liu, Zhijie Mao, Jifu Wang","doi":"10.1109/IAEAC47372.2019.8997753","DOIUrl":"https://doi.org/10.1109/IAEAC47372.2019.8997753","url":null,"abstract":"This paper mainly studies the application of in-vehicle SINS/GNSS loosely coupled navigation algorithm. The SINS attitude update, velocity update, and position update equations are derived. The research designs SINS/GNSS loosely coupled filter by combining the SINS error model and the Kalman filter model. The vehicle navigation experiment is carried out. The results show that the accuracy of SINS/GNSS loosely coupled integration is significantly better than the pure inertial navigation solution.","PeriodicalId":164163,"journal":{"name":"2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126636872","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}
Pub Date : 2019-12-01DOI: 10.1109/IAEAC47372.2019.8997666
Wenxin Yang, Zhiming Zhang, G. Huang
An improved method based on semantic analysis and clustering algorithm for building tag systems was proposed. First, Hive is employed to process data. Then, Advanced Semantic Hierarchical Clustering (ASHC), which is an adaptation of Semantic Hierarchical Clustering (SHC), is used to build synonym relationship and hypernym-hyponym relationship of the tag trees and enhance the precision and efficiency of tag systems. In the end, removing some obviously incorrect paths and isolated nodes. For evaluating the performance of the method, the tag coincidence rate, the hypernym-hyponym coincidence rate and the accuracy are used to assess the precision of merging and constructing tag systems. The results show that compared with SHC, the accuracy of ASHC increases 2.7% averagely, and after adjusting tags, these metrics are improved more than 3.9%. Based on this, tag systems with higher precision and applicability can be built.
{"title":"Building Tag Systems Based on Advanced Semantic Hierarchical Clustering","authors":"Wenxin Yang, Zhiming Zhang, G. Huang","doi":"10.1109/IAEAC47372.2019.8997666","DOIUrl":"https://doi.org/10.1109/IAEAC47372.2019.8997666","url":null,"abstract":"An improved method based on semantic analysis and clustering algorithm for building tag systems was proposed. First, Hive is employed to process data. Then, Advanced Semantic Hierarchical Clustering (ASHC), which is an adaptation of Semantic Hierarchical Clustering (SHC), is used to build synonym relationship and hypernym-hyponym relationship of the tag trees and enhance the precision and efficiency of tag systems. In the end, removing some obviously incorrect paths and isolated nodes. For evaluating the performance of the method, the tag coincidence rate, the hypernym-hyponym coincidence rate and the accuracy are used to assess the precision of merging and constructing tag systems. The results show that compared with SHC, the accuracy of ASHC increases 2.7% averagely, and after adjusting tags, these metrics are improved more than 3.9%. Based on this, tag systems with higher precision and applicability can be built.","PeriodicalId":164163,"journal":{"name":"2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114942294","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}
Pub Date : 2019-12-01DOI: 10.1109/IAEAC47372.2019.8997555
Z. Zou, Bing Zou, Bingzong Xu, Li Wang, Xiangtan Wei, Bing-Ren Chen, Man Zhou
With the advancement at industrial automation, the triaxial linked system has been widely applied at various industrial fields. The paper introduces a kind of carving system which is based on three-phase asynchronous motor and servomotor. PLC could make a general treatment to the signal from the internal timers for each shaft, the ON/OFF signal and the input signal of the sensors. The program in the PLC may generate certain time series to drive the system at regular operation and that each part works at the set logic sequence for the final goal to make the system function accurate carving. Meanwhile, the system could be immune to the unexpected interference, including that from the dust, and then operate at a stable and safe way.
{"title":"Design of PLC-based 3D Carving Controller","authors":"Z. Zou, Bing Zou, Bingzong Xu, Li Wang, Xiangtan Wei, Bing-Ren Chen, Man Zhou","doi":"10.1109/IAEAC47372.2019.8997555","DOIUrl":"https://doi.org/10.1109/IAEAC47372.2019.8997555","url":null,"abstract":"With the advancement at industrial automation, the triaxial linked system has been widely applied at various industrial fields. The paper introduces a kind of carving system which is based on three-phase asynchronous motor and servomotor. PLC could make a general treatment to the signal from the internal timers for each shaft, the ON/OFF signal and the input signal of the sensors. The program in the PLC may generate certain time series to drive the system at regular operation and that each part works at the set logic sequence for the final goal to make the system function accurate carving. Meanwhile, the system could be immune to the unexpected interference, including that from the dust, and then operate at a stable and safe way.","PeriodicalId":164163,"journal":{"name":"2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","volume":"512 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116556796","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}
Pub Date : 2019-12-01DOI: 10.1109/IAEAC47372.2019.8997554
Yao Fu, Chi Zhang
With the update of network technologies and the large increase in the number of news releases, it is more important to choose news topics that are more in line with the audience entry point and higher news value. Based on the random forest algorithm, this experiment utlizes the news value knowledge system to construct the news value feature items, and formulates the algorithm to quantitatively calculate the feature importance of the new value feature items to provide a more accurate and usable method for the research of news value prediction, which can help journalism works better and more effectively.
{"title":"Research on News Value Feature Item Based on User Attention","authors":"Yao Fu, Chi Zhang","doi":"10.1109/IAEAC47372.2019.8997554","DOIUrl":"https://doi.org/10.1109/IAEAC47372.2019.8997554","url":null,"abstract":"With the update of network technologies and the large increase in the number of news releases, it is more important to choose news topics that are more in line with the audience entry point and higher news value. Based on the random forest algorithm, this experiment utlizes the news value knowledge system to construct the news value feature items, and formulates the algorithm to quantitatively calculate the feature importance of the new value feature items to provide a more accurate and usable method for the research of news value prediction, which can help journalism works better and more effectively.","PeriodicalId":164163,"journal":{"name":"2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122686077","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}
Pub Date : 2019-12-01DOI: 10.1109/IAEAC47372.2019.8997688
B. Yao, Meimei Zhao, Yarong Mu, Yirong Sun, Xiaohui Zhang, Mingjun Zhang, Sihua Yang
Matrices as mathematical models have been used in each branch of scientific fields for hundred years. We propose a new type of matrices, called topological coding matrices (Topcode-matrices). Topcode-matrices show us the following advantages: Topcode-matrices can be saved in computer easily and run quickly in computation; since a Topcode-matrix corresponds two or more Topsnut-gpws, so Topcode-matrices can be used to encrypt networks such that the encrypted networks have higher security; Topcode-matrices can be investigated and applied by people worked in more domains; Topcode-matrices can help us to form new operations, new parameters and new topics of graph theory, such as vertex/edge splitting operations and connectivities of graphs. Several properties and applications on Topcode-matrices, and particular Topcode-matrices, as well as unknown problems are introduced.
{"title":"Matrices From Topological Graphic Coding of Network Security","authors":"B. Yao, Meimei Zhao, Yarong Mu, Yirong Sun, Xiaohui Zhang, Mingjun Zhang, Sihua Yang","doi":"10.1109/IAEAC47372.2019.8997688","DOIUrl":"https://doi.org/10.1109/IAEAC47372.2019.8997688","url":null,"abstract":"Matrices as mathematical models have been used in each branch of scientific fields for hundred years. We propose a new type of matrices, called topological coding matrices (Topcode-matrices). Topcode-matrices show us the following advantages: Topcode-matrices can be saved in computer easily and run quickly in computation; since a Topcode-matrix corresponds two or more Topsnut-gpws, so Topcode-matrices can be used to encrypt networks such that the encrypted networks have higher security; Topcode-matrices can be investigated and applied by people worked in more domains; Topcode-matrices can help us to form new operations, new parameters and new topics of graph theory, such as vertex/edge splitting operations and connectivities of graphs. Several properties and applications on Topcode-matrices, and particular Topcode-matrices, as well as unknown problems are introduced.","PeriodicalId":164163,"journal":{"name":"2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122588886","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}
Pub Date : 2019-12-01DOI: 10.1109/IAEAC47372.2019.8997958
Jiawei Li, Xiaoling Li, Bin Liu, Yang Liu, Weiwei Jia, Jiarui Lai
The dramatic increase of senior population worldwide is challenging the existing healthcare and support systems. Whereas traditional home health monitoring systems (like video-based method) often cause users’ discomfort with severe feeling of privacy intrusion, which impedes the popularity of home health monitoring systems. Then Invisible-Guardian is proposed, an ensemble learning (EL)-based high-efficiency auditory information centered healthcare system for the elderly at home. The system collects everyday sound, like door open and close through a sound sensor array arranged indoors. Information such as the current event type is obtained after preprocessing, extracting features, classifying with the EL and supplemented by the inertial sensing units. If an emergencies event occurs, such as fall, the information will be sent to the doctor and relatives immediately, which greatly protect the daily life safety of the elderly living alone. The feasibility of the system is verified by human activity recognition experiments, and the recognition accuracy reaches 94.17%. Compared with the traditional home health monitoring method, it not only reduces the cost burden of hardware equipment, but also monitoring elders’ daily life with less feeling of privacy intrusion. what’s more, it minimizes the amount of data and ease of calculation, which improves the efficiency of home health monitoring for the elders and more favorable to the safety of the elderly living alone.
{"title":"Invisible-Guardian: Using Ensemble Learning to Classify Sound Events in Healthcare Scenes","authors":"Jiawei Li, Xiaoling Li, Bin Liu, Yang Liu, Weiwei Jia, Jiarui Lai","doi":"10.1109/IAEAC47372.2019.8997958","DOIUrl":"https://doi.org/10.1109/IAEAC47372.2019.8997958","url":null,"abstract":"The dramatic increase of senior population worldwide is challenging the existing healthcare and support systems. Whereas traditional home health monitoring systems (like video-based method) often cause users’ discomfort with severe feeling of privacy intrusion, which impedes the popularity of home health monitoring systems. Then Invisible-Guardian is proposed, an ensemble learning (EL)-based high-efficiency auditory information centered healthcare system for the elderly at home. The system collects everyday sound, like door open and close through a sound sensor array arranged indoors. Information such as the current event type is obtained after preprocessing, extracting features, classifying with the EL and supplemented by the inertial sensing units. If an emergencies event occurs, such as fall, the information will be sent to the doctor and relatives immediately, which greatly protect the daily life safety of the elderly living alone. The feasibility of the system is verified by human activity recognition experiments, and the recognition accuracy reaches 94.17%. Compared with the traditional home health monitoring method, it not only reduces the cost burden of hardware equipment, but also monitoring elders’ daily life with less feeling of privacy intrusion. what’s more, it minimizes the amount of data and ease of calculation, which improves the efficiency of home health monitoring for the elders and more favorable to the safety of the elderly living alone.","PeriodicalId":164163,"journal":{"name":"2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114415242","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}
Pub Date : 2019-12-01DOI: 10.1109/IAEAC47372.2019.8997830
Zhiang Xu, Pengzhou Zhang
Character relationship visualization is a very important research content in public opinion analysis. It makes full use of human visual perception ability and transmits a large amount of information in a limited space. The force-directed algorithm is the most classic layout algorithm for displaying character relationships. This paper proposes an improved force-directed algorithm based on PageRank to solve the problem that traditional force-directed algorithm can’t show the importance of nodes. First, PageRank is used to compute the importance of the nodes. Then, the FR algorithm is used to map the nodes and relationships. Finally, drawing the chart based on visual factors. Experiments show that the algorithm is superior to the traditional force-directed algorithm in demonstrating the importance of characters.
{"title":"An Improved Force-directed Algorithm Based on PageRank","authors":"Zhiang Xu, Pengzhou Zhang","doi":"10.1109/IAEAC47372.2019.8997830","DOIUrl":"https://doi.org/10.1109/IAEAC47372.2019.8997830","url":null,"abstract":"Character relationship visualization is a very important research content in public opinion analysis. It makes full use of human visual perception ability and transmits a large amount of information in a limited space. The force-directed algorithm is the most classic layout algorithm for displaying character relationships. This paper proposes an improved force-directed algorithm based on PageRank to solve the problem that traditional force-directed algorithm can’t show the importance of nodes. First, PageRank is used to compute the importance of the nodes. Then, the FR algorithm is used to map the nodes and relationships. Finally, drawing the chart based on visual factors. Experiments show that the algorithm is superior to the traditional force-directed algorithm in demonstrating the importance of characters.","PeriodicalId":164163,"journal":{"name":"2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122038549","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：