Tracking Viral Videos on YouTube: Tool Set Construction

نویسنده

  • David Hehir
چکیده

This paper documents the implementation of a tool set calculates a set of near matches of an input set of images using the colour correlogram as a feature extractor. This tool set is a subset of tools that can be used to extract common short segments of video, or visual memes, from a set of videos. The software described in this paper is able to extract features and match similar images into sets of similar images, and sits within a large more complicated process for visual meme tracking. This paper serves as a design and performance testing document, illustrating that the two command line tools created work with an extraction rate of up to 94% precision and 87% recall, matching the performance of the base algorithm this tool set is based on.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Virality over YouTube: an empirical analysis

Purpose: The purpose of this research is to seek reasons for some videos going viral over YouTube (a type of social media platform). Methodology:Using YouTube APIs (Application Programming Interface) and Webometrics analyst tool, we collected data on about 100 all-time-most-viewed YouTube videos and information about the users associated with the videos. We constructed and tested an empirical m...

متن کامل

Viral Actions: Predicting Video View Counts Using Synchronous Sharing Behaviors

In this article, we present a method for predicting the view count of a YouTube video using a small feature set collected from a synchronous sharing tool. We hypothesize that videos which have a high YouTube view count will exhibit a unique sharing pattern when shared in synchronous environments. Using a one-day sample of 2,188 dyadic sessions from the Yahoo! Zync synchronous sharing tool, we d...

متن کامل

Impact of Using YouTube Videos on Iranian Intermediate Male and Female EFL Learners' Listening Skill Development

This study aimed at investigating the effect of instructional YouTube videos on Iranian male and female EFL learners' listening comprehension. It was conducted with 60 male and female intermediate male and female EFL learners. The Oxford Quick Placement Test (OQPT) was used to measure the participants’ language proficiency to make sure about homogeneity of the participants. The participants wer...

متن کامل

Crowdsourcing Gaze Data Collection

Knowing where people look is a useful tool in many various image and video applications. However, traditional gaze tracking hardware is expensive and requires local study participants, so acquiring gaze location data from a large number of participants is very problematic. In this work we propose a crowdsourced method for acquisition of gaze direction data from a virtually unlimited number of p...

متن کامل

How Viral Are Viral Videos?

Within only a few years after the launch of video sharing platforms, viral videos have become a pervasive Internet phenomenon. Yet, notwithstanding growing scholarly interest, the suitability of the viral metaphor seems not to have been studied so far. In this paper, we therefore investigate the attention dynamics of viral videos from the point of view of mathematical epidemiology. We introduce...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011