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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Tak-chung Fu Sze, D.C.M. Leung, P.K.C. Kei-yuen Hung Fu-lai Chung |
| Copyright Year | 2007 |
| Description | Author affiliation: Hong Kong Polytech. Univ., Hong Kong (Tak-chung Fu; Sze, D.C.M.; Leung, P.K.C.) |
| Abstract | Internet has become an indispensable part of everyday life with millions of people around the globe using it for a wide range of daily activities such as monitoring stock prices, posting blogs, and browsing online newspapers. Though a vast amount of information can be easily searched and obtained in seconds simply by pressing a click with a fingertip, the overflow of information popping up may not be something really relevant to what we need and therefore, it creates a headache to us when it comes to scanning and extracting relevant and useful information. Finding a wise way of extracting only the useful data for further analysis plays a significant role in promoting the efficient and effective use of the internet. In this paper, we present a system which performs the analysis and visualization of the emerging consumer generated media (CGM) posts and online news archives in a more user-friendly way. In order to overcome the heavy time complexity incurred, we would employ an approach to extract only the useful data from the CGM by means of the time series data processing technique, namely, the perceptual important point (PIP). By correlating the sorted out time series data with the online texts, further analysis could be done in a more effective and efficient way. With valuable and easy-to-understand information generated by using the perceptual important point (PIP), many businesses could gain the upper hand in today's competitive world market. |
| Starting Page | 259 |
| Ending Page | 262 |
| File Size | 712661 |
| Page Count | 4 |
| File Format | |
| ISBN | 0769530281 |
| DOI | 10.1109/WI-IATW.2007.104 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2007-11-05 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Data analysis Time series analysis User-generated content Blogs Data visualization Social Media AnalysisTime Series AnalysisPerceptual Important Point Pressing Internet Performance analysis Data mining Monitoring |
| Content Type | Text |
| Resource Type | Article |
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