Emergency events detection based on integration of federated learning and active learning

K Alfalqi, M Bellaiche - International Journal of Information Technology, 2023 - Springer
Social media networks now make it easy to access, in real-time, massive amounts of
information from all over the world. They are often the primary source of information for …

Distant-supervision of heterogeneous multitask learning for social event forecasting with multilingual indicators

L Zhao, J Wang, X Guo - Proceedings of the AAAI Conference on …, 2018 - ojs.aaai.org
Open-source indicators such as social media can be very effective precursors for forecasting
future societal events. As events are often preceded by social indicators generated by …

Microblogging during the European floods 2013: What Twitter may contribute in German emergencies

C Reuter, J Schröter - International Journal of Information Systems for …, 2015 - igi-global.com
Social media is becoming more and more important in crisis management. However its
analysis by emergency services still bears unaddressed challenges and the majority of …

Measuring the comparability of multilingual corpora extracted from Twitter and others

A Karima, K Smaili - HrTAL2016-Tenth International Conference on …, 2016 - hal.science
Multilingual corpora are widely exploited in several tasks of natural language processing,
these corpora are principally of two sorts: comparable and parallel corpora. The comparable …

Sentiment analysis on social media: recent trends in machine learning

RS Wadawadagi, VB Pagi - Research Anthology on Implementing …, 2022 - igi-global.com
Due to the advent of Web 2.0, the size of social media content (SMC) is growing rapidly and
likely to increase faster in the near future. Social media applications such as Instagram …

Disaster Rescue Communication Using Mobile Devices, Social Media, and Artificial Intelligence

KK Stephens, NH Carlson, Y Xu - International Handbook of Disaster …, 2023 - Springer
ICTs are key to effective disaster response and recovery. This chapter focuses on how
mobile devices, social media, and the use of artificial intelligence (AI) in the form of AI …

Algorithms for modeling mass movements and their adoption in social networks

F ** - 2016 - search.proquest.com
Online social networks have become a staging ground for many modern movements, with
the Arab Spring being the most prominent example. In an effort to understand and predict …

Real time mining of ego networks for exploring social associations

A Bharadwaju, YP Kumar, K Anudeep… - 2017 Conference on …, 2017 - ieeexplore.ieee.org
Ego-networks represent social circles and associations within social graphs. The
interconnection between an individual (ego) in a social network and other users (alters) that …

Community Segmentation and Inclusive Social Media Listening

LC Herrera, T Gjøsæter - 2022 - uia.brage.unit.no
Social media analytics provide a generalized picture of situational awareness from the
conversations happening among communities present in social media channels that are that …

[PDF][PDF] Sabine Janzen Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI) sabine. janzen@ dfki. de

S Baer - dfki.de
Crises send out early warning signals; mostly weak and difficult to detect amidst the noise of
everyday life. Signal detection based on social media enables early identification of such …