Location reference identification from tweets during emergencies: A deep learning approach
Twitter is recently being used during crises to communicate with officials and provide rescue
and relief operation in real time. The geographical location information of the event, as well …
and relief operation in real time. The geographical location information of the event, as well …
A hierarchical location prediction neural network for twitter user geolocation
Accurate estimation of user location is important for many online services. Previous neural
network based methods largely ignore the hierarchical structure among locations. In this …
network based methods largely ignore the hierarchical structure among locations. In this …
Microblogs data management: a survey
A Magdy, L Abdelhafeez, Y Kang, E Ong, MF Mokbel - The VLDB Journal, 2020 - Springer
Microblogs data is the microlength user-generated data that is posted on the web, eg,
tweets, online reviews, comments on news and social media. It has gained considerable …
tweets, online reviews, comments on news and social media. It has gained considerable …
A large-scale empirical study of geotagging behavior on Twitter
Geotagging on social media has become an important proxy for understanding people's
mobility and social events. Research that uses geotags to infer public opinions relies on …
mobility and social events. Research that uses geotags to infer public opinions relies on …
A transformer-based framework for poi-level social post geolocation
POI-level geo-information of social posts is critical to many location-based applications and
services. However, the multi-modality, complexity, and diverse nature of social media data …
services. However, the multi-modality, complexity, and diverse nature of social media data …
Location inference for non-geotagged tweets in user timelines
Social media like Twitter have become globally popular in the past decade. Thanks to the
high penetration of smartphones, social media users are increasingly going mobile. This …
high penetration of smartphones, social media users are increasingly going mobile. This …
Location prediction in large-scale social networks: an in-depth benchmarking study
Location details of social users are important in diverse applications ranging from news
recommendation systems to disaster management. However, user location is not easy to …
recommendation systems to disaster management. However, user location is not easy to …
Twitter user geolocation using web country noun searches
Several Web and social media analytics require user geolocation data. Although Twitter is a
powerful source for social media analytics, its user geolocation is a nontrivial task. This …
powerful source for social media analytics, its user geolocation is a nontrivial task. This …
On predicting geolocation of tweets using convolutional neural networks
In many Twitter studies, it is important to know where a tweet came from in order to use the
tweet content to study regional user behavior. However, researchers using Twitter to …
tweet content to study regional user behavior. However, researchers using Twitter to …
Towards open-domain twitter user profile inference
Twitter user profile inference utilizes information from Twitter to predict user attributes (eg,
occupation, location), which is controversial because of its usefulness for downstream …
occupation, location), which is controversial because of its usefulness for downstream …