activity
20182024
most citedGated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs

17 citations · 19 across the 5 of their papers we have counts for

collaborators

5 papers

cs.SI2024

Identifying Coordinated Activities on Online Social Networks Using Contrast Pattern Mining

Isura Manchanayaka, Zainab Zaidi, Shanika Karunasekera +1

The proliferation of misinformation and disinformation on social media networks has become increasingly concerning. With a significant portion of the population using social media…

cs.SI2024★ 1 cited

Using Causality to Infer Coordinated Attacks in Social Media

Isura Manchanayaka, Zainab Razia Zaidi, Shanika Karunasekera +1

The rise of social media has been accompanied by a dark side with the ease of creating fake accounts and disseminating misinformation through coordinated attacks. Existing methods…

cs.CL2019★ 17 cited

Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs

Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa +5

People express their opinions and emotions freely in social media posts and online reviews that contain valuable feedback for multiple stakeholders such as businesses and political…

cs.IR2018

Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics

Supun Abeysinghe, Isura Manchanayake, Chamod Samarajeewa +5

Social media has gained an immense popularity over the last decade. People tend to express opinions about their daily encounters on social media freely. These daily encounters incl…

cs.CL2018★ 1 cited

Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection

Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa +2

In this paper, we present the system we have used for the Implicit WASSA 2018 Implicit Emotion Shared Task. The task is to predict the emotion of a tweet of which the explicit ment…