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2017 International Conference on Network and Information Systems for Computers (ICNISC)最新文献

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Multiple Passive Sensor Multi-Target Tracking Based on Multidimensional Assignment 基于多维分配的多被动传感器多目标跟踪
2017 International Conference on Network and Information Systems for Computers (ICNISC) Pub Date : 2017-04-01 DOI: 10.1109/ICNISC.2017.00009
Shizhe Bu, Gongjian Zhou
{"title":"Multiple Passive Sensor Multi-Target Tracking Based on Multidimensional Assignment","authors":"Shizhe Bu, Gongjian Zhou","doi":"10.1109/ICNISC.2017.00009","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00009","url":null,"abstract":"In the field of passive multi-sensor multi-target tracking, since only angular measurement is available, data association turns into a quite challengeable task. To address this issue, a novel multidimensional/two dimensional (S-D/2-D) method based on multidimensional assignment algorithm is proposed in this paper. By constraint relaxation, S-D assignment algorithm is employed to solve the multi-sensor measurement-to-measurement association problem. The complete position information of targets are obtained using associated measurement group through maximum likelihood estimation. 2-D assignment is proposed to perform measurement-to-track association and the associated measurement can update the track. Large amounts of Monte Carlo simulation results show this method can solve passive multi-sensor multi-target tracking perfectly with low calculation load added and high precision.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"203 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133334595","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
Collaborative Recommendation Algorithm Based on Semi-Supervised Learning 基于半监督学习的协同推荐算法
2017 International Conference on Network and Information Systems for Computers (ICNISC) Pub Date : 2017-04-01 DOI: 10.1109/ICNISC.2017.00048
Si-qi Jiang, Yufeng Liu, Yu-Xin Zhou, Huan-Huan Zhi
{"title":"Collaborative Recommendation Algorithm Based on Semi-Supervised Learning","authors":"Si-qi Jiang, Yufeng Liu, Yu-Xin Zhou, Huan-Huan Zhi","doi":"10.1109/ICNISC.2017.00048","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00048","url":null,"abstract":"Data sparseness is one of the key issues existed in the collaborative filtering recommendation system. In this paper, we propose a novel algorithm named Collaborative Recommendation algorithm Based on Semi-Supervised Learning (SSLCF). First, build heterogeneous information networks through combine multi-dimensional information such as users, items, labels. Second, we can use similarity (level of interest) as weight between isomorphism (heterogeneous) nodes. Second, we use regularization framework algorithm to discriminate label information for unlabeled users and items, we predict rating and generate recommendation results according to the preferences category of the target users. Experimental results show that SSLCF significantly outperforms the state-of-theart methods. The results shows the proposed model can solve the few label data issue and helps to improve the quality of recommendation.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130072477","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
Investing in the IOT-Based Deep Learning that Makes a Competitive Difference: An Industrial View 投资基于物联网的深度学习，创造竞争差异:一个行业观点
2017 International Conference on Network and Information Systems for Computers (ICNISC) Pub Date : 2017-04-01 DOI: 10.1109/ICNISC.2017.00051
Long-fei Chen
{"title":"Investing in the IOT-Based Deep Learning that Makes a Competitive Difference: An Industrial View","authors":"Long-fei Chen","doi":"10.1109/ICNISC.2017.00051","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00051","url":null,"abstract":"Readers had better be careful enough to read through all of the text of journal articles related to IT investment and to consider both the positive and negative sides as well as both the long-term and short-term viewpoints since articles may have controversial viewpoints. IT investment is both a controversial and important topic, and practitioners had better consider their time zones to expect return, strategic roles of IT, non-commodity of IT, industry-dependent market structures before their investment. At last, we show current IOT-based deep learning is a non-commodity of IT investment and can make a competitive difference.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132052528","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
Comprehensive Rating Model of Douban Movie Based on Sentiment Analysis 基于情感分析的豆瓣电影综合评分模型
2017 International Conference on Network and Information Systems for Computers (ICNISC) Pub Date : 2017-04-01 DOI: 10.1109/ICNISC.2017.00032
Yiran Gu, Yumin Su
{"title":"Comprehensive Rating Model of Douban Movie Based on Sentiment Analysis","authors":"Yiran Gu, Yumin Su","doi":"10.1109/ICNISC.2017.00032","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00032","url":null,"abstract":"the rating mechanism of Douban movie simply calculates mean value of all users rating which does not take into account the emotional inconsistency between users rating and their comments. The mechanism fails to differentiate between the impacts on total scores and the movie reviews of different quality. In order to revise the rating, this paper extracts the features of the movie reviews by improved IG algorithm, quantifying the emotion value automatically by Naive Bayes classifier. Based on the above, the paper also constructs a movie comprehensive rating model combined by the edit time of each comment and number of like etc. The experimental results show that the proposed model reflects more realistically and effectively in users' emotional tendency.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124942646","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
Construction of Maximal Entanglement EAQECCs of Distance 4 from Caps in Projective Space PG(r,4) 射影空间PG(r,4)中距离帽点4的最大纠缠EAQECCs的构造
2017 International Conference on Network and Information Systems for Computers (ICNISC) Pub Date : 2017-04-01 DOI: 10.1109/ICNISC.2017.00014
Qiang Fu, Rui Li, Liangdong Lv, Yang Liu
{"title":"Construction of Maximal Entanglement EAQECCs of Distance 4 from Caps in Projective Space PG(r,4)","authors":"Qiang Fu, Rui Li, Liangdong Lv, Yang Liu","doi":"10.1109/ICNISC.2017.00014","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00014","url":null,"abstract":"The entanglement-assisted (EA) formalism is a generalization of the standard stabilizer formalism, and it can transform arbitrary quaternary classical linear codes into entanglement-assisted quantum error correcting codes (EAQECCs) by using of shared entanglement between the sender and the receiver. Using a decomposition of the 126-cap in PG(5,4), we firstly constructed LCD n-cap with 6The entanglement-assisted (EA) formalism is a generalization of the standard stabilizer formalism, and it can transform arbitrary quaternary classical linear codes into entanglement-assisted quantum error correcting codes (EAQECCs) by using of shared entanglement between the sender and the receiver. Using a decomposition of the 126-cap in PG(5,4), we firstly constructed LCD n-cap with 6≤n≤120. From these LCD caps, we then derived the related maximal entanglement [[n, n-6,4;6]] EAQECCs. Finally, using LCD LCD subcaps of 126-cap obtained, we constructed maximal entanglement EAQECCs with parameters [[n, n-;k,4;k]] for 6≤k≤11.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127148420","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
Comparative Handover Performance Analysis of MIPv6 and FMIPv6 in LEO Satellite Networks LEO卫星网络中MIPv6和FMIPv6切换性能比较分析
2017 International Conference on Network and Information Systems for Computers (ICNISC) Pub Date : 2017-04-01 DOI: 10.1109/ICNISC.2017.00015
Guoqiang Su, Peng You, Shaowei Yong
{"title":"Comparative Handover Performance Analysis of MIPv6 and FMIPv6 in LEO Satellite Networks","authors":"Guoqiang Su, Peng You, Shaowei Yong","doi":"10.1109/ICNISC.2017.00015","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00015","url":null,"abstract":"Terrestrial networks are different from LEO (Low Earth Orbit) satellite networks with highly frequent handovers and larger propagation distances. Hence, the IP-based mobile protocols proposed by IETF can't be extended to LEO satellite networks directly. In this paper, we analyze and compare MIPv6 (Mobile Ipv6) and FMIPv6 (Fast Mobile IPv6) with the handover prediction and buffering mechanisms in LEO satel-lite network. The handover model of LEO satellite networks is built and the performance of MIPv6 and FMIPv6 is analyzed and in terms of handover latency, packet loss and forwarding cost. The numerical results indicate that FMIPv6 outperforms MIPv6 in terms of handover latency and packet loss by em-ploying handover prediction and forwarding mechanisms, but FMIPv6 will cause the forwarding cost. Moreover, we can get an ideal mobility management protocol by combining the cost and respective profits with a certain tradeoff of the performance critenas discussed in this paper.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124001837","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Research on Bearer Network of Dual-Homed Soft-Switch System 双主软交换系统承载网的研究
2017 International Conference on Network and Information Systems for Computers (ICNISC) Pub Date : 2017-04-01 DOI: 10.1109/ICNISC.2017.00010
Yun Lan, Yong Sun, Sheng-peng Liu, Qian Zhang
{"title":"Research on Bearer Network of Dual-Homed Soft-Switch System","authors":"Yun Lan, Yong Sun, Sheng-peng Liu, Qian Zhang","doi":"10.1109/ICNISC.2017.00010","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00010","url":null,"abstract":"Dual-homed soft-switch network has special interaction requirements in signaling flow, media flow, maintenance flow and billing flow based on Huawei softswitch in ATCA platform. In order to realize geographical redundancy for two telephone bureaus, A and B, the bearer network was designed. Through the way of dividing OSPF area, route aggregation, cost allocation and other related technologies the regional link state information is isolated. The regional summary routing entries of the backbone is reduced from 43 to 4. It greatly reduces the probability of inter-regional LSA flooding and the risk of global recalculation caused by route changes in a single area. Then, the traffic management model was designed. Through the access control, priority remarking and rate limiting technology, the purpose of restricting illegal traffic entering the network, controlling traffic and avoiding network congestion is achieved. The reliability, controllability and security of the bearer network are verified by the network connectivity test, the interrupt routing check and the illegal traffic test.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123857481","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
An Active ZigBee-Based RFID System Reduces IT Uncertain Impact to Firm Performance 基于zigbee的有源RFID系统降低了IT对企业绩效的不确定性影响
2017 International Conference on Network and Information Systems for Computers (ICNISC) Pub Date : 2017-04-01 DOI: 10.1109/ICNISC.2017.00029
Long-fei Chen
{"title":"An Active ZigBee-Based RFID System Reduces IT Uncertain Impact to Firm Performance","authors":"Long-fei Chen","doi":"10.1109/ICNISC.2017.00029","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00029","url":null,"abstract":"Multiple changes are taking place in global information technology (IT) industry since its beginning. IT can have positive impacts on firm performance by many researches, although it has some uncertainty. However, few mention industry-dependent characteristics in the uncertainty to performance. From empirical studies, this paper reveals that industry-dependent market structures such as semiconductor industry can boost leaders and initially frustrate the weaker competitors with excellent IT impacts on firm performance; but the proposed ZigBee-based active RFID system can defeat the leaders without wireless sensor networks through leading cost efficiency in long-term.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129129615","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
Efficiency Evaluation Algorithm of Communication Networks for Energy Internet 能源互联网通信网络效率评价算法
2017 International Conference on Network and Information Systems for Computers (ICNISC) Pub Date : 2017-04-01 DOI: 10.1109/ICNISC.2017.00019
X. Pan, Liang Zhang, Z. Zhou
{"title":"Efficiency Evaluation Algorithm of Communication Networks for Energy Internet","authors":"X. Pan, Liang Zhang, Z. Zhou","doi":"10.1109/ICNISC.2017.00019","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00019","url":null,"abstract":"In order to evaluate the efficiency of system communication network in energy internet, the evaluation index system should be established firstly. There was no unified standard for the efficiency evaluation index system of complex electric power system communication net now. The function of complex electric power system communication net was introduced in this paper and the characteristics of complex electric power system communication net was analyzed. According to the division of layers, the efficiency evaluation index system of complex electric power system communication net was proposed. The meaning of evaluation index was defined and the mathematical model of evaluation index was given. Analysis results showed that the proposed evaluation index system can achieve high reliability.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128055803","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
Three Dimensional Image Reconstruction Based on Normalized Convolution Algorithm of SIFT 基于SIFT归一化卷积算法的三维图像重建
2017 International Conference on Network and Information Systems for Computers (ICNISC) Pub Date : 2017-04-01 DOI: 10.1109/ICNISC.2017.00066
Hai Zou, Jianqiang Gao
{"title":"Three Dimensional Image Reconstruction Based on Normalized Convolution Algorithm of SIFT","authors":"Hai Zou, Jianqiang Gao","doi":"10.1109/ICNISC.2017.00066","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00066","url":null,"abstract":"With the rapid development of the information world, the diversification of information and diversity has become an inevitable trend, we perceive the mostly information from visual system, but three dimensional image is described by the whole vision system. The image data will be influenced by other factors such as noise or light in transmission process or conversion, it will inevitably result in image degradation and could not achieve our expected for 3D image, we make full use of the characteristics of the local stability characteristics for two-dimensional image through the reconstruction process of the 3D image, make normalized convolution of repairing algorithm, then re-establish of three-dimensional image.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131497245","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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