Rapid relevance classification of social media posts in disasters and emergencies: A system and evaluation featuring active, incremental and online learning
The research field of crisis informatics examines, amongst others, the potentials and barriers
of social media use during disasters and emergencies. Social media allow emergency …
of social media use during disasters and emergencies. Social media allow emergency …
Mitigating information overload in social media during conflicts and crises: Design and evaluation of a cross-platform alerting system
The research field of crisis informatics examines, amongst others, the potentials and barriers
of social media use during conflicts and crises. Social media allow emergency services to …
of social media use during conflicts and crises. Social media allow emergency services to …
Modeling and mitigating human annotation errors to design efficient stream processing systems with human-in-the-loop machine learning
High-quality human annotations are necessary for creating effective machine learning-
driven stream processing systems. We study hybrid stream processing systems based on a …
driven stream processing systems. We study hybrid stream processing systems based on a …
Social media in conflicts and crises
The growing importance of social media in conflicts and crises is accompanied by an ever-
increasing research interest in the crisis informatics field in order to identify potential benefits …
increasing research interest in the crisis informatics field in order to identify potential benefits …
[LIBRO][B] Information refinement technologies for crisis informatics: user expectations and design principles for social media and mobile apps
MA Kaufhold - 2021 - books.google.com
Marc-André Kaufhold explores user expectations and design implications for the utilization
of new media in crisis management and response. He develops a novel framework for …
of new media in crisis management and response. He develops a novel framework for …
[PDF][PDF] Filtering images extracted from social media in the response phase of emergency events
The use of social media to support emergency operators in the first hours of the response
phases can improve the quality of the information available and awareness on ongoing …
phases can improve the quality of the information available and awareness on ongoing …
Citizen-helper system for human-centered AI use in disaster management
Traditional approaches to aid disaster management practitioners during response and
recovery require extensive effort to timely collect, process, and analyze semi-structured data …
recovery require extensive effort to timely collect, process, and analyze semi-structured data …
Modeling human annotation errors to design bias-aware systems for social stream processing
High-quality human annotations are necessary to create effective machine learning systems
for social media. Low-quality human annotations indirectly contribute to the creation of …
for social media. Low-quality human annotations indirectly contribute to the creation of …
Pipeline design for data preparation for social media analysis
In a data-driven culture, in which analytics applications are the main resources for
supporting decision-making, the use of high-quality datasets is mandatory to minimize errors …
supporting decision-making, the use of high-quality datasets is mandatory to minimize errors …
Principles for the arrangement of social media listening practices in crisis management
Social media listening is used to support the need for information throughout the crisis
management life-cycle with emphasis on the phases of response and recovery. The …
management life-cycle with emphasis on the phases of response and recovery. The …