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  1. International Journal of Automation and Computing
  2. International Journal of Automation and Computing : Volume 11
  3. International Journal of Automation and Computing : Volume 11, Issue 2, April 2014
  4. Big Data Modeling and Analysis of Microblog Ecosystem
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International Journal of Automation and Computing : Volume 14
International Journal of Automation and Computing : Volume 13
International Journal of Automation and Computing : Volume 12
International Journal of Automation and Computing : Volume 11
International Journal of Automation and Computing : Volume 11, Issue 6, December 2014
International Journal of Automation and Computing : Volume 11, Issue 5, October 2014
International Journal of Automation and Computing : Volume 11, Issue 4, August 2014
International Journal of Automation and Computing : Volume 11, Issue 3, June 2014
International Journal of Automation and Computing : Volume 11, Issue 2, April 2014
Big Data Modeling and Analysis of Microblog Ecosystem
Top-k Outlier Detection from Uncertain Data
Strategies and Methods for Cloud Migration
Biologically Inspired Node Generation Algorithm for Path Planning of Hyper-redundant Manipulators Using Probabilistic Roadmap
Issues in the Mining of Heart Failure Datasets
New Results on PWARX Model Identification Based on Clustering Approach
Distributed H $_{∞}$ PID Feedback for Improving Consensus Performance of Arbitrary-delayed Multi-agent System
Structured Estimation of Tire Forces and the Ground Slope Using SM Observers
Adaptive Subspace Predictive Control with Time-varying Forgetting Factor
Stabilizing Sets of PI/PID Controllers for Unstable Second Order Delay System
Fault Detection for a Class of Impulsive Switched Systems
International Journal of Automation and Computing : Volume 11, Issue 1, February 2014
International Journal of Automation and Computing : Volume 10
International Journal of Automation and Computing : Volume 9
International Journal of Automation and Computing : Volume 8
International Journal of Automation and Computing : Volume 7
International Journal of Automation and Computing : Volume 6
International Journal of Automation and Computing : Volume 5
International Journal of Automation and Computing : Volume 4
International Journal of Automation and Computing : Volume 3
International Journal of Automation and Computing : Volume 2
International Journal of Automation and Computing : Volume 1

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Big Data Modeling and Analysis of Microblog Ecosystem

Content Provider Springer Nature Link
Author Zhang, Hua Ping Zhang, Rui Qi Zhao, Yan Ping Ma, Bao Jun
Copyright Year 2014
Abstract Recent progress of Web 2.0 applications has witnessed the rapid development of microblog in China, which has already been one of the most important ways for online communications, especially on sharing information. This paper tries to make an in-depth investigation on the big data modeling and analysis of microblog ecosystem in China by using a real dataset containing over 17 million records of SinaWeibo users. First, we present the detailed geography, gender, authentication, education and age analysis of microblog users in this dataset. Then we conduct the numerical features distribution analysis, propose the user influence formula and calculate the influences for different kinds of microblog users. Finally, user content intention analysis is performed to reveal users’ most concerns in their daily life.
Starting Page 119
Ending Page 127
Page Count 9
File Format PDF
ISSN 14768186
Journal International Journal of Automation and Computing
Volume Number 11
Issue Number 2
e-ISSN 17518520
Language English
Publisher Springer-Verlag
Publisher Date 2015-03-12
Publisher Place Berlin, Heidelberg
Access Restriction Subscribed
Subject Keyword Microblog mining user activity pattern user personalization user intention microblog ecosystem Control, Robotics, Mechatronics Computer Applications Computer-Aided Engineering (CAD, CAE) and Design
Content Type Text
Resource Type Article
Subject Applied Mathematics Control and Systems Engineering Modeling and Simulation Computer Science Applications
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