Visual Analysis of Real-time Social Media for Emergency Response

نویسندگان

  • Suvodeep Mazumdar
  • Vitaveska Lanfranchi
  • Neil Ireson
  • Fabio Ciravegna
چکیده

The prevalence of Social Media in sharing day to day information regarding all aspects of our life is ever increasing. More so, with access to cheap Internet-enabled devices and proliferation of Social Media applications. Among the variety of information shared, the most relevant, in the context of this paper is how individuals assess their surroundings and how they or their loved ones are a↵ected by adverse events, disasters and crises. Traditional channels of communication often fall behind in providing timely information for emergency responders to formulate an accurate picture of the situation on the ground. The role of Social Media in complimenting such sources of information is thus invaluable and Social Media has been recognised as a key element of assessing evolving situations. Timely, accurate and e cient means to explore and query Social Media is essential for an e↵ective response during emergencies, and hence this gives rise to a Knowledge Management issue. Our paper presents our approach to analysing Real-Time Social Media data streams using Visual Analytic techniques. We discuss the highly visual and interactive approach we employ to provide emergency responders means to access data of interest, supporting di↵erent information seeking paradigms.

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

Emergency Identification and Analysis with EAIMS

Social media platforms are now a key source of information for a large segment of the public. As such, these platforms have a great potential as a means to provide real-time information to emergency management agencies. Moreover, during an emergency, these agencies are very interested in social media as a means to find public-driven response efforts, as well as to track how their handling of th...

متن کامل

Towards Real-time Emergency Response using Crowd Supported Analysis of Social Media

This position paper outlines an ongoing research project that aims to incorporate crowdsourcing as part of an emergency response system. The proposed system's novelty is that it integrates crowdsourcing into its architecture to analyze and structure social media content posted by microbloggers and service users, including emergency response coordinators and victims, during the event or disaster...

متن کامل

Online indexing and clustering of social media data for emergency management

Social media becomes a vital part in our daily communication practice, creating a huge amount of data and covering different real-world situations. Currently, there is a tendency in making use of social media during emergency management and response. Most of this effort is performed by a huge number of volunteers browsing through social media data and preparing maps that can be used by professi...

متن کامل

Visual design recommendations for situation awareness in social media

The use of online Social Media is increasingly popular amongst emergency services to support Situational Awareness (i.e. accurate, complete and real-time information about an event). Whilst many software solutions have been developed to monitor and analyse Social Media, little attention has been paid on how to visually design for Situational Awareness for this large-scale data space. We describ...

متن کامل

Visualising Topical Sentiment in Twitter Streams

Advancements in mobile technology and the proliferation of social media platforms have made it possible for individuals to stay constantly connected with friends and family. This has provided new opportunities to the emergency response domain, where the information shared by individuals in crisis can provide invaluable insight into the situation on the ground. Information shared on social media...

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 2014