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Video topic finding method based on online video-sharing website structure and video description text information

A text information and video description technology, applied in special data processing applications, instruments, electrical digital data processing, etc., can solve the problems of data clutter and sporadic, avoid the need for prior knowledge, and inhibit the effect of interference.

Inactive Publication Date: 2010-11-24
UNIV OF SCI & TECH OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

For video sharing sites, the available data is often very messy and sporadic

Method used

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  • Video topic finding method based on online video-sharing website structure and video description text information
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  • Video topic finding method based on online video-sharing website structure and video description text information

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Embodiment Construction

[0024] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts fall within the protection scope of the present invention.

[0025] Such as figure 1 As shown, it is a schematic diagram of a system for discovering video topics on video sharing websites using the present invention. The system includes a foreground crawler and a background computing unit. In the foreground, the crawler is responsible for fetching all the information from the web that the system needs to process. In the background operation unit, the method contained in the present invention is used to...

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PUM

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Abstract

The invention relates to a video topic finding method based on an online video-sharing website structure and video description text information, belonging to the field of network multimedia information processing. The invention aims to solve the technical problem of video topic finding under the environment of high noise and uncertain topic number of a video-sharing website and helps the video topic finding by mainly utilizing the link relation of videos on the video-sharing website. The method comprises the following three steps of: adjusting a video BOW (Browsable Onair Witness) module parameters and enhancing text information by capturing related video information; polymerizing the topics by using keyword-based graph models; and correcting a result by utilizing an assumption that topic similarity is suggested by a response relationship between videos. The method can automatically find the topic structures of a great deal of network videos and effectively sum up topics of single videos on the premise of lacking priori knowledge and has obviously improved effect in comparison with several common methods.

Description

technical field [0001] The invention relates to a method for discovering a video theme, in particular to a method for discovering a video theme through the structure information of an online video sharing website and the text description information of the video itself. Background technique [0002] With the rapid development of computer multimedia technology and network technology, the dissemination of video media has become more and more convenient. So far, several video sharing websites at home and abroad have reached the level of uploading more than 20 hours of new videos every minute. Such a large amount of data has brought great difficulties to technical requirements such as data management, content retrieval, information mining, and media recommendation. As the most basic research on the understanding of video content, video topic discovery is an important focus to solve the above series of problems. Video topic discovery refers to identifying important people, obje...

Claims

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Application Information

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IPC IPC(8): G06F17/30
Inventor 俞能海刘毅捷
Owner UNIV OF SCI & TECH OF CHINA
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