Εθνική Χρηματοδότηση 2019_GA No: 825171 —EUNOMIA — H2020-ICT- 2018-2020/H2020-ICT-2018-2
Funding Program: Matching Funds program – GSRT
Topic: Social Media Content Analysis for emergency situations detection
Period: 04/2021 – 04/2022
Total Cost: 6.266 €
Role in the Project: Internal CoNSeRT project
Description: The goal of this project is the design and implementation of a human assisted Machine Learning solution for the detection of emergency situations over the analysis of social media content. For this, the study and validation of existing Natural Language Processing solutions, will be utilized, leading to the finetuning and enhancement of selected models through data visualization of results, leading to situational awareness.
This approach will be extremely useful for augmenting textual data when it comes to tasks comprised of few annotated data, or goal-based chatbots that want to accomplish an objective, such as to book a restaurant.
Objectives:
- Study and validation of existing Natural Language Processing for the detection of emergency situations.
- Proposal on the implementation of an NLP solution for emergency situation detection over the analysis of social media content.
- Finetuning and enhancement of selected models through data visualization of results.