Submission information
Submission Number: 202
Submission ID: 5273
Submission UUID: ad48b448-73bc-460b-b09f-2b2b3a1d2c86
Submission URI: /form/project
Created: Wed, 04/30/2025 - 05:26
Completed: Wed, 04/30/2025 - 05:26
Changed: Wed, 06/04/2025 - 15:25
Remote IP address: 104.28.39.38
Submitted by: Gaurav Khanna
Language: English
Is draft: No
Webform: Project
| Project Title | A Multimodal Analysis of Embedded Climate Change Media on Twitter |
|---|---|
| Program | CAREERS |
| Project Image | |
| Tags | ai (271), AI/ML (802) |
| Status | Complete |
| Project Leader | Suhong Li |
| sli@bryant.edu | |
| Mobile Phone | |
| Work Phone | |
| Mentor(s) | |
| Student-facilitator(s) | Jacob Dauphinais |
| Mentee(s) | |
| Project Description | This project seeks to analyze video and image elements of Twitter/X posts in their association to climate change. The focus is on data pipeline to create textual descriptions using Large Language Models. More specifically the objectives are: -Develop a methodology for video and image processing using open-source LLMs -Test multiple open-source LLMs for effectiveness in analyzing visual media -Perform and use sentiment and topic analysis on extracted visual content -View potential differences/similarities between text-focused and visual media focused climate change posts |
| Project Deliverables | |
| Project Deliverables | |
| Student Research Computing Facilitator Profile | |
| Mentee Research Computing Profile | |
| Student Facilitator Programming Skill Level | Some hands-on experience |
| Mentee Programming Skill Level | |
| Project Institution | Bryant University |
| Project Address | |
| Anchor Institution | CR-University of Rhode Island |
| Preferred Start Date | |
| Start as soon as possible. | No |
| Project Urgency | Already behind3Start date is flexible |
| Expected Project Duration (in months) | |
| Launch Presentation | |
| Launch Presentation Date | |
| Wrap Presentation | |
| Wrap Presentation Date | |
| Project Milestones | |
| Github Contributions | |
| Planned Portal Contributions (if any) | |
| Planned Publications (if any) | |
| What will the student learn? | |
| What will the mentee learn? | |
| What will the Cyberteam program learn from this project? | |
| HPC resources needed to complete this project? | |
| Notes | |
| What is the impact on the development of the principal discipline(s) of the project? | |
| What is the impact on other disciplines? | |
| Is there an impact physical resources that form infrastructure? | |
| Is there an impact on the development of human resources for research computing? | |
| Is there an impact on institutional resources that form infrastructure? | |
| Is there an impact on information resources that form infrastructure? | |
| Is there an impact on technology transfer? | |
| Is there an impact on society beyond science and technology? | |
| Lessons Learned | |
| Overall results |