Organizing Images from Social Media to Monitor Real-World Events

نویسندگان

  • Paulo Cavalin
  • Flavio Figueiredo
  • Claudio Pinhanez
چکیده

Everyday, millions of images are posted in social media websites online. Given that in social media websites there are no guarantees of image precedence and quality, making sense of social media imagery presents itself as a challenging task. In this paper, we describe the architecture of a system developed to facilitate the analysis of social media imagery. Our system combines both low-level and high-level image analytics to organize the images into a reduced and semantically-linked set that can be explored by end-users. We evaluate our system on a large dataset of images posted during major social media events such as the 2014 World Cup Finals. Keywords-Social Media, Imagery Analytics, Visual Analysis

برای دانلود رایگان 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

Tracking Visual Memes in Rich-Media Social Communities

We propose tools and methods to track visual memes on community-centric rich-media repositories, such as YouTube. Visual memes refer to frequently reposted short video segments. Our method can be used to monitor the reflections of real-world events in rich media, including images and videos. We first design a large-scale event-based social video collection system to continuously monitor events ...

متن کامل

Event Identification in Social Media

Social media sites such as Flickr, YouTube, and Facebook host substantial amounts of user-contributed materials (e.g., photographs, videos, and textual content) for a wide variety of real-world events. These range from widely known events, such as the presidential inauguration, to smaller, community-specific events, such as annual conventions and local gatherings. By identifying these events an...

متن کامل

Social Media and Social Mobility: Exploring the Role of Social Networks in the 2018 Boycott Campaign in Morocco

Social networks have been resorted to as effective platforms for social mobility in many parts of the world. This mobility occurs when social media users exploit their interpersonal relationships, especially their ‘weak ties’ (Granovetter, 1973). Social networks enable their users to be producers of information, rather than mere consumers, and to be socially and politically well-informed. They ...

متن کامل

A Survey on Multi-Model Event Topic Modelling for Social Media Event Analysis

With the evolution of internet, there has been tremendous amount of growth in various social media sites. Large amount of information contents is available for users on internet. Large amount of events are happening all over the world. Therefore, managing these massive amounts of event is a tedious job. Monitoring, organizing, searching and browsing such events are difficult and time-consuming ...

متن کامل

O12: The Role of New Communicative Media in Creating Anxiety in Teenagers

Nowadays, new informational and communicative media, and the rate of their use by individuals have caused deep metamorphoses in the material and non-material dimensions of human lives, and individuals’ mental regulation. The use of these media, especially the Internet and virtual social networks, among Iranian teenagers has unnoticeably increased, and providing numerous facilities and opt...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016