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检索条件"任意字段=2017 IEEE 2nd International Conference on Big Data Analysis（ICBDA 2017）"

共 1092 条记录，以下是81-90 订阅

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Research on Distributed Price Monitoring System Based on Multi-Agent 2

Research on Distributed Price Monitoring System Based on Mul...

引用

2017 ieee 2nd international conference on big data analysis（icbda 2017）

作者： Bi Puyun Chen Mingxiong Department of Economics Research Hainan Province School of Administration Library Hainan Province School of Administration

ISBN: (纸本)9781509036202

The paper puts forward new ideas for the establishment of distributed price monitoring system on based on the Multi-Agent theory,in order to make the price monitoring process intelligent,the fault diagnosis of real-time price intelligent and conflict resolution *** monitoring intelligent system based on Multi-Agent,which realize the intelligent operation,control and supervision of prices,can improve the decision of the whole control system,and improve the quality of the price *** intelligent system not only provides the technical support for the price monitoring in China,but also explores a feasible technique approach for the Multi-Agent theory.

关键词： Multi-Agent Pricemonitoring Distributed system

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Research on Architecture of Education big data analysis System 2

Research on Architecture of Education Big Data Analysis Syst...

引用

2017 ieee 2nd international conference on big data analysis（icbda 2017）

作者： Jinhua Chen Jing Tang Qin Jiang Yuxin Wang Chunmei Tao Xu Zhang Jingya Liao School of Education Shaanxi Normal University School of Computer Science Sichuan Normal University

ISBN: (纸本)9781509036202

As the big data Era,the amount of data in education shows explosive *** data analysis system architecture intends to provide a reference for large educational data *** literature analysis and network investigation,This paper reviewed the existing mature system of large educational data analysis *** two aspects of generality and difference to compare,this paper proposed research framework from several aspects,including analysis of the common thinking,the generality of open source thought,analysis of the common areas,technology framework,the core technology and special *** paper compares 3 mainstream data analysis system,summarizes the enlightenment for the analysis of large data,puts forward a kind of intelligent analysis system of education big data,and sums up the development prospect of big data analysis system.

关键词： education big data data analysis system architecture

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A Method Based on Tensor Decomposition for Missing Multi-dimensional data Completion 2

A Method Based on Tensor Decomposition for Missing Multi-dim...

引用

2017 ieee 2nd international conference on big data analysis（icbda 2017）

作者： Jianke Chen Pinghua Chen School of Computer Science and Technology Guangdong University of Technology

ISBN: (纸本)9781509036202

On the multi-dimensional data processing and analysis,data with missing or suspicious values is *** to use potential structure of the known data to reconstruct the missing data is a pressing problem to be ***,the missing data dealing normally aims at lowdimensional data in vector or matrix format,while research on high-dimensional data above 3-dimensional is very *** solve this problem,a multi-dimensional data filling algorithm based on tensor decomposition has been *** approach adequately using tensor decomposition's structure and uniqueness of CP model,to realize the multi-dimensional data filling *** and comparison with CPWOPT algorithm proves that this algorithm is not only accurate but also rapid.

关键词： tensor decomposition missing data filling multidimensional data processing mulit-dimensional data filling

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Music Recommendation Based on Embedding Model with User Preference and Context 2

Music Recommendation Based on Embedding Model with User Pref...

引用

2017 ieee 2nd international conference on big data analysis（icbda 2017）

作者： Lei Jin Dongfeng Yuan Haixia Zhang The School of Information Science and Engineering of Shandong University Shandong Provincial Key Laboratory of Wireless Communication Technologies

ISBN: (纸本)9781509036202

With the development of the Internet and mobile network technology,it is becoming more and more important to recommend what users want from numerous *** this paper,we present a kind of embedding model based on user preference and context information,to recommend sequential music playlists to *** regard songs,users,and contextual labels as points embedded in a Euclidean space through a Markov chain model,and the distances among the points in the embedding model reflect the relationship among songs,users,and contextual *** a song,a playlist with the highest probability will be generated according to the embedding *** the end,an experiment based on real data demonstrated that this model can improve music recommendation performance.

关键词： music recommendation embedding users' preference context information

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A New Application of Variable Selection in Longitudinal data 2

A New Application of Variable Selection in Longitudinal Data

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2017 ieee 2nd international conference on big data analysis（icbda 2017）

作者： LI Chun-hong Xu Li-qing Qin Chao-yong School of Mathematics and Information Sciences Guangxi University

ISBN: (纸本)9781509036202

In this paper,the Elastic Net method is applied to longitudinal data model which appears in network *** not only makes us better understand the impact of big data on a variety of marketing activities,but also allows companies to better play its *** Elastic Net estimation of longitudinal data model is established and proved that this model has the nature of group *** data simulation verifies that the Elastic Net method can select all the strongly correlated variables into the model while the Lasso method can not.A network marketing example are given to show the Elastic Net method used in longitudinal data model is *** model in fitting effect and prediction ability are better than the traditional longitudinal data *** also realizes the application of the Elastic Net method in network marketing.

关键词： elastic net method adaptive elastic net method longitudinal data model variable selection group effect

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Bayesian Classification Based Service-Awareness in Software Defined Optical Network for big data Services 2

Bayesian Classification Based Service-Awareness in Software ...

引用

2017 ieee 2nd international conference on big data analysis（icbda 2017）

作者： Dongshan Wang Yanbin Song Chong Zhao Beijing Smart Chip Microelectronics Company Limited

ISBN: (纸本)9781509036202

With emerging of multiple services brought by big data,the rapid evolution of Software Defined Optical Network(SDON) provides great support for big data services with high ***,newly emerging big data services have diversified characteristics and demands,which presents great problems for current SDON to match these services with high quality and matching *** paper proposes a Bayesian Classification based Service Awareness(BC-SA) mechanism of SDON for big data *** using Bayesian classification,the BC-SA mechanism is able to be aware of the type of service and to cooperate with the Open Flow protocol,with the aim to achieve high matching degree between services and *** on this BC-SA,bandwidth scheduling can be improved in *** results show that the BC-SA can match requirements by big data services with better performances.

关键词： big Date Services Software Defined Optical Network Service Awareness Bayesian Classification

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Analytic Hierarchy Process Based Judgment Model of Highly Cited Papers in Journal 2

Analytic Hierarchy Process Based Judgment Model of Highly Ci...

引用

2017 ieee 2nd international conference on big data analysis（icbda 2017）

作者： Hua Liu Fei Qi Science and Technology Association Shenyang Aerospace University

ISBN: (纸本)9781509036202

Widening the draft resources is the key of academic journal of *** improve the quality and efficiency of university journals' soliciting contributions,a judgment model of highly cited papers in journal of universities was ***,the core elements of high-cited papers were obtained by using the analysis of highly cited papers in China National Knowledge Infrastructure(CNKI).Secondly,the Analytic Hierarchy Process(AHP) in operational research was applied to the research on the high-cited papers of college journals,the evaluation model was constructed,and the judgment matrix was established by paired comparison *** weights of each influencing factor were calculated and finally sorted according to the ***,through the practice verification of the "Journal of Shenyang Aerospace University" for the past two years,the proposed model has good adaptability and practical effect.

关键词： AHP CNKI journal high-cited model

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Digital Construction of Coal Mine big data for Different Platforms Based on Life Cycle 2

Digital Construction of Coal Mine Big Data for Different Pla...

引用

2017 ieee 2nd international conference on big data analysis（icbda 2017）

作者： Liu Xianglan Mine Safety Technology Branch China Coal Research Institute National Key Lab of Coal Resource High Efficient Mining and Clean Utilization China Coal Research Institute

ISBN: (纸本)9781509036202

big data has penetrated into various industries and business functions,and become important factors of production in the global *** the big data technology system,big data collection is the *** storage,analysis,integration and visualization of unstructured data and semistructured data will become an important focus of the big data *** structured data will no longer be the core of big *** on the life cycle theory,using new digital technology,such as acquisition,processing,storage,organization and copyright protection,clusters of high concurrency retrieval and dynamic scheduling,intelligent digital display,coal mine industry information data can be collected and integrated,to realize centralized management,unified retrieval and joint exhibition of information resources,to provide technical means and reference for the digital construction of heterogeneous coal mine information data by means of big data thinking.

关键词： coal mine big data life cycle digital construction

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Research on Scheme of Attribute Identity Authentication System in Broadcasting Monitoring System 2

Research on Scheme of Attribute Identity Authentication Syst...

引用

2017 ieee 2nd international conference on big data analysis（icbda 2017）

作者： Jiyuan Yang Pei Tian Information Engineering College Communication University of China

ISBN: (纸本)9781509036202

The identity authentication system is based on multiattribute and identity in broadcasting monitoring *** scheme mainly uses the multi-attribute encryption AttributeBased Encryption(ABE) as the core,draws Identity-Based Encryption(IBE) to generate the global unified Global Identifier(GID),and proposes the GID-Attribute-Based Encryption(GABE) encoded *** method is mainly aimed at the scenario of requesting authentication only from the sub-station server when disconnected from the central server.A static password authentication method for username and password,and data transmission process to MD5 and ABE combined with encryption are used in the distributed authentication *** central server and the sub-station server each have some attributes,according to the number of decoded attributes to determine the user operator and visitor identity.

关键词： GID ABE GABE broadcasting monitoring system distributed authentication static password the number of decoded attributes

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Research on Dynamic Changes of Urban Square Space in Spatial and Temporal Based on Baidu Thermal Diagram A Case Study on the Wuyi Square of Changsha 2

Research on Dynamic Changes of Urban Square Space in Spatial...

引用

2017 ieee 2nd international conference on big data analysis（icbda 2017）

作者： Shaoyao He Hang Dang Mengmiao Zhang College of Architecture Hunan University Shanghai ninth city Information Co. Ltd.

ISBN: (纸本)9781509036202

Using Baidu thermal diagram big data,analyzed the spatial and temporal behavior of Wuyi square,by applying spatial clustering,nuclear density analysis,spatial superposition and other spatial quantitative analysis method,verify and explain this time and space dynamic changes of internal *** to the analysis,under the support of Baidu thermal diagram big data,the dynamic changes of spatial and temporal behavior of urban square show regular distribution regularity in different time,and as time goes on,the flow of people gathered together with the commercial node is different,the day-to-day flow density showed a significant *** the business office area of the crowd is far greater than the influence of other regions,on the other hand,the traditional business center is still the most important crowd gathering ***,V-level regional volatility strong,,I,II,III,-level regional volatility Volatility is weak.

关键词： Baidu thermal diagram big data Urban square Integration Nuclear density Spatial and temporal behavior GIS

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