Social data: Biases, methodological pitfalls, and ethical boundaries

A Olteanu, C Castillo, F Diaz, E Kıcıman - Frontiers in big data, 2019 - frontiersin.org
Social data in digital form—including user-generated content, expressed or implicit relations
between people, and behavioral traces—are at the core of popular applications and …

An unexpectedly large count of trees in the West African Sahara and Sahel

M Brandt, CJ Tucker, A Kariryaa, K Rasmussen, C Abel… - Nature, 2020 - nature.com
A large proportion of dryland trees and shrubs (hereafter referred to collectively as trees)
grow in isolation, without canopy closure. These non-forest trees have a crucial role in …

Urban computing leveraging location-based social network data: a survey

TH Silva, AC Viana, F Benevenuto, L Villas… - ACM Computing …, 2019 - dl.acm.org
Urban computing is an emerging area of investigation in which researchers study cities
using digital data. Location-Based Social Networks (LBSNs) generate one specific type of …

What to expect when the unexpected happens: Social media communications across crises

A Olteanu, S Vieweg, C Castillo - … of the 18th ACM conference on …, 2015 - dl.acm.org
The use of social media to communicate timely information during crisis situations has
become a common practice in recent years. In particular, the one-to-many nature of Twitter …

Map** the global Twitter heartbeat: The geography of Twitter

K Leetaru, S Wang, G Cao, A Padmanabhan… - First Monday, 2013 - firstmonday.org
In just under seven years, Twitter has grown to count nearly three percent of the entire global
population among its active users who have sent more than 170 billion 140–character …

Twevent: segment-based event detection from tweets

C Li, A Sun, A Datta - Proceedings of the 21st ACM international …, 2012 - dl.acm.org
Event detection from tweets is an important task to understand the current events/topics
attracting a large number of common users. However, the unique characteristics of tweets …

The twitter of babel: Map** world languages through microblogging platforms

D Mocanu, A Baronchelli, N Perra, B Gonçalves… - PloS one, 2013 - journals.plos.org
Large scale analysis and statistics of socio-technical systems that just a few short years ago
would have required the use of consistent economic and human resources can nowadays …

Crowd sourcing disaster management: The complex nature of Twitter usage in Padang Indonesia

KM Carley, M Malik, PM Landwehr, J Pfeffer… - Safety science, 2016 - Elsevier
Social media is playing a growing role in disaster management and response. Expectations
are that such media can be critical for sending alerts, identifying critical needs, and focusing …

A tale of cities: Urban biases in volunteered geographic information

B Hecht, M Stephens - … of the international AAAI conference on web and …, 2014 - ojs.aaai.org
Geotagged tweets, Foursquare check-ins and other forms of volunteered geographic
information (VGI) play a critical role in numerous studies and a large range of intelligent …

Microblog language identification: Overcoming the limitations of short, unedited and idiomatic text

S Carter, W Weerkamp, M Tsagkias - Language Resources and …, 2013 - Springer
Multilingual posts can potentially affect the outcomes of content analysis on microblog
platforms. To this end, language identification can provide a monolingual set of content for …