Locations, eg, countries, states, cities, and point-of-interests, are central to news, emergency
events, and people's daily lives. Automatic identification of locations associated with or …

The tremendous growth of event dissemination over social networks makes it very
challenging to accurately discover and track exciting events, as well as their evolution and …

(57) ABSTRACT A method associates social media messages with venues. A social network
graph includes users, messages from users, and venues. The venues include multiple …

Enabling situation awareness in a given environment thus relies on being able to identify an
appropriate set of perception elements, coupled with higher-level comprehension patterns …

Geographical location is vital to geospatial applications like local search and event
detection. In this paper, we investigate and improve on the task of text-based geolocation …

The mining of Tweets to develop datasets on recent issues, global challenges, pandemics,
virus outbreaks, emerging technologies, and trending matters has been of significant interest …

We present a new algorithm for inferring the home location of Twitter users at different
granularities, including city, state, time zone, or geographic region, using the content of …

Micro-blogging services, such as Twitter, and location-based social network applications
have generated short text messages associated with geographic information, posting time …

Geolocation prediction is vital to geospatial applications like localised search and local
event detection. Predominately, social media geolocation models are based on full text data …

The objective of this article is to conduct a systematic literature review that provides an
overview of the current state of research concerning methods and application for …