| Description |
1 online resource (xi, 324 pages) : color illustrations |
| Series |
Communications in computer and information science, 1865-0929 ; 590 |
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Communications in computer and information science ; 590. 1865-0929
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| Contents |
Intro; Preface; Organization; Contents; A General MHSS Iteration Method for a Class of Complex Symmetric Linear Systems; Abstract; 1 Introduction; 2 The General MHSS Method 4E49 MSSOR; Funds; References; Big Data Storage Architecture Design in Cloud Computing; Abstract; 1 Introduction; 2 Big Data Platform Design; 2.1 Platform Environment; 2.2 Architecture Design; 3 Key Technologies; 3.1 Storage System Design Based on Cloud Computing; 3.2 Updating Algorithm Design Based on File Block; 3.3 Fault Recovery Mechanism Design Based on Cloud Storage; 4 Conclusions; References |
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Visual Analysis for Civil Aviation Passenger Reservation Data Characteristics Based on Uncertainty M ... Abstract; 1 Introduction; 2 Uncertainty Measurement of Multidimensional Data; 2.1 Measurement Method; 2.2 Uncertainty Measurement of Properties and Data Record; 3 Visual Analytic; 3.1 Parallel Coordinates with Histogram; 3.1.1 Parallel Coordinates; 3.1.2 Histogram; 3.2 Radar Chart; 3.3 Pixel Chart; 3.4 Interaction Method; 3.4.1 Hidden; 3.4.2 Zooming and Moving; 4 Conclusion; References; The Mobile Personalized Recommendation Model Containing Implicit Intention; Abstract; 1 Introduction |
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2 Mobile Personalized Recommendation Model with Implicit Intention3 Research on Key Technologies Based on MPRI Method; 3.1 Constructing Explicit Demand Knowledge Database; 3.2 Calculate Implicit Will Influence Value; 3.3 Calculate the Predictive Value of the Composite Purchase Behavior; 4 Experimental Analysis; 5 Conclusion; References; Personalized Recommendation System on Hadoop and HBase; Abstract; 1 Introduction; 2 Personalized Recommendation System and Hadoop, HBase; 2.1 Personalized Recommendation System; 2.2 Hadoop Platform; 2.3 HBase Platform |
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3 Personalized Recommendation System Algorithm Optimization4 Data and Experiment; 4.1 Experimental Data; 4.2 Experiment and Result Analysis; 4.2.1 Data Storage Optimization Experiment; 4.2.2 Recommended Algorithm Optimization Experiments; 4.2.3 Recommended System Results; 5 Conclusion; References; A Social Stability Analysis System Based on Web Sensitive Information Mining; Abstract; 1 Introduction; 2 Related Work; 3 Social Stability Analysis Technology Framework; 3.1 The Web Mining Layer; 3.2 The Knowledge Discovery Layer; 3.3 Quantitative Calculation of Social Stability Index |
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3.4 The Data Presentation Layer4 Prototype System Demonstration; 4.1 System Construction; 4.2 Case Study; 5 Evaluation and Analysis; 6 Conclusions and Future Work; Acknowledgments; References; Energy Conservation Strategy for Big News Data on HDFS; Abstract; 1 Overview; 2 Access Pattern of News Data; 3 HDFS Energy-Conservation Storage Strategy; 3.1 Data Nodes Partition Strategy; 3.2 Two Strategies of Priority Allocation; 3.2.1 Active State Node Priority (ASNP); 3.2.2 Lower Than Average Utilization Rate Node Priority (LANP); 3.3 File Migration Strategy; 3.4 Nodes Standby Strategy |
| Summary |
This book constitutes the refereed proceedings of the First National Conference on Big Data Technology and Applications, BDTA 2015, held in Harbin, China, in December 2015. The 26 revised papers presented were carefully reviewed and selected from numerous submissions. The papers address issues such as the storage technology of Big Data; analysis of Big Data and data mining; visualization of Big Data; the parallel computing framework under Big Data; the architecture and basic theory of Big Data; collection and preprocessing of Big Data; innovative applications in some areas, such as internet of things and cloud computing |
| Notes |
International conference proceedings |
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Includes author index |
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English |
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Online resource; title from PDF title page (SpringerLink, viewed February 16, 2016) |
| Subject |
Big data -- Congresses
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Computer science.
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Information retrieval.
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3D graphics & modelling.
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Data mining.
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Computers -- Online Services -- General.
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Computers -- System Administration -- Storage & Retrieval.
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Computers -- Computer Simulation.
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Computers -- Database Management -- Data Mining.
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Big data
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Chen, Wenguang (Computer scientist), editor.
|
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Yin, Guisheng, editor
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Zhao, Gansen, editor.
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Han, Qilong, editor
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Jing, Weipeng (Computer engineer), editor.
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Sun, Guanglu, editor
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Lu, Zeguang, editor
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| ISBN |
9789811004575 |
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9811004579 |
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