Role of Social Media Imagery in Disaster Informatics

F Alam, K Ahmad, MA Hasan, F Ofli, M Imran - International Handbook of …, 2023 - Springer
The recent literature reports several practical and important use cases of social media
informatics where artificial intelligence (AI), machine learning (ML), and other relevant …

Performance Evaluation in Multimedia Retrieval

L Sauter, R Gasser, H Schuldt, A Bernstein… - ACM Transactions on …, 2024 - dl.acm.org
Performance evaluation in multimedia retrieval, as in the information retrieval domain at
large, relies heavily on retrieval experiments, employing a broad range of techniques and …

Sentiment analysis using various machine learning algorithms for disaster related tweets classification

SB Sudha, S Dhanalakshmi - International Journal of …, 2023 - inderscienceonline.com
Once a crisis arises, people use social media platforms (such as Twitter) to communicate
real-time updates. This data is incredibly helpful to disaster relief and response …

Deep Models for Visual Sentiment Analysis of Disaster-related Multimedia Content

K Ahmad, MA Ayub, K Ahmad, A Al-Fuqaha… - arXiv preprint arXiv …, 2021 - arxiv.org
This paper presents a solutions for the MediaEval 2021 task namely" Visual Sentiment
Analysis: A Natural Disaster Use-case". The task aims to extract and classify sentiments …

[PDF][PDF] Combining Multiple Deep-learning-based Image Features for Visual Sentiment Analysis.

A Pournaras, N Gkalelis, D Galanopoulos, V Mezaris - MediaEval, 2021 - ceur-ws.org
This paper presents our team's (IDT-ITI-CERTH) proposed method for the Visual Sentiment
Analysis task of the Mediaeval 2021 benchmarking activity. Visual sentiment analysis is a …

[PDF][PDF] HCMUS at MediaEval 2021: Efficient methods of Metadata Embedding and Augmentation for Visual Sentiment Analysis.

BD Pham, NT Bui, MK Pham, P Van Ngoan… - MediaEval, 2021 - ceur-ws.org
ABSTRACT The Visual Sentiment Analysis Task [4] which is the new task in The Multimedia
Evaluation 2021 Challenge concentrates on recognizing emotional responses to natural …