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<h4>Hi there! I'm Adiba Mahbub Proma and I'm</h4>
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<p> I’m a Computer Science PhD candidate at the <a href= "https://www.rochester.edu/">University of Rochester</a>, where I am advised by <a href= "https://hoques.com/">Dr. Ehsan Hoque</a>.
I'm interested in developing systems that can influence people to be more informed.
My research projects include building systems to dissuade individuals out of misinformation, modelling the influence of human interactions in online settings and designing technology to promote sustainable consumption.
Previously, I have also worked on designing a framework for risk assessment and early detection of breast cancer for Bangladeshi women.
<div>
<strong> Research Areas: </strong> Human-Computer Interaction, Computational Social Science, AI for Social Good, Large Language Models, Network Science
</div>
<div>
<strong> Research Topics: </strong> Social Networks, Policies and Elections, Climate Change, Digital Health
</div>
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<a href="Adiba_Resume_Updated.pdf"><span>CV</span></a>
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<a href="ideas.html"><span>Visualization of my dissertation ideas</span></a>
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<h3><a href="Political.html">Tackling Political Misinformation during 2024 US Elections</a></h3>
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<p>We aim to compare technological intervention strategies to reduce belief in political misinformation during the 2024 US elections.
</div>
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<p></p>
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<a href="Political.html"><span>Read More</span></a>
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<h3><a href="LLM.html">Using LLMs to Reduce Individual Belief in Political Misinformation</a></h3>
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<div class="definition">
<p>We design an LLM pipeline to provide personalized information to an individual to reduce their belief in political misinformation.
</div>
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<p></p>
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<a href="LLM.html"><span>Read More</span></a>
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<h3><a href="Rigidity.html">Understanding Belief Rigidity in in Temporal Social Networks</a></h3>
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<div class="definition">
<p>We explore how various attributes and actions of social networks affect the rigidity of one’s beliefs in temporal social networks.
<a href="ACII2023_DC.pdf"><span>[Read]</span></a></p>
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<div class="full_def">
<p></p>
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<a href="Rigidity.html"><span>Read More</span></a>
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<a class="link_news" href="SEER.html"></a>
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<h3><a href="SEER.html">Influencing human behavior toward eco-friendly choices</a></h3>
</div>
<div class="definition">
<p>We show that redesiging e-commerce platforms to include explainable environmental impact cues can facilitate sustainable purchasing behavior.
<a href="https://www.sciencedirect.com/science/article/pii/S2666789422000356"><span>[Read]</span></a>
</p>
</div>
<div class="full_def">
<p>With online shopping gaining massive popularity over the past few years, this study identifies a promising opportunity for E-commerce platforms to tackle climate change and other environmental problems.
This study investigates a redesign of E-commerce platforms to bridge the existing “attitude-behavior gap” regarding environmental sustainability in online shopping.
It introduces a concept design named Sustainable E-commerce with Environmental-impact Rating (SEER) – a way of communicating products’ environmental impact when displaying them on E-commerce platforms.
A quasi-randomized case-control experiment with 98 subjects demonstrates the efficacy and user-friendliness of the proposed concept design. The case group using SEER showed significantly more eco-friendly
behavior than the control group (p < 0.005) and reported that the components introduced in SEER made finding eco-friendly products more convenient, simultaneously increasing their trust in the labels because of
the provided explanation. In addition, SEER has been rated highly in terms of usability, with a System Usability Scale (SUS) score of 79.18. By shaping the behavior of climate-concerned online shoppers, SEER could
significantly reduce total carbon emissions of online products, which are currently estimated to exceed 2.88 million tonnes (yearly) in the United States alone.</p>
</div>
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<a href="SEER.html"><span>Read More</span></a>
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<h3><a href="NADBench.html">Curating Benchmark ML Datasets for Natural Disasters</a></h3>
</div>
<div class="definition">
<p>We develop a web platform where researchers can search for benchmark datasets for natural disasters.
<a href=https://roc-hci.com/wp-content/uploads/2022-database-curation-climate-FSS-22_paper.pdf>[Read]</a>
<a href=https://natdisaster-datasets.ai/about>[Check Website]</a></p>
</div>
<div class="full_def">
<p>With climate change exacerbating the intensity, frequency, and duration of extreme weather events and natural disasters across the world, rapid advancement is required in its management.
While the increased data on natural disasters improves the scope of machine learning (ML) for this field, to accelerate research, benchmark datasets can play a key role. Benchmark datasets
are preprocessed, curated datasets for training and testing ML algorithms. These datasets provide scope for standard evaluation so that ML communities can quantify their progress and compare models.
To facilitate research on natural disasters, we curate a list of existing benchmark datasets for natural disasters, categorizing them according to the disaster management cycle (mitigation, preparedness,
responses and recovery). We develop a web platform – NADBenchmarks – where researchers can search for benchmark datasets for natural disasters. Currently, our curation covers the past five years.
Our goal is to aid researchers in finding benchmark datasets to train their ML models on and also provide general directions for topics where they can contribute new benchmark datasets.</p>
</div>
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<a href="NADBench.html"><span>Read More</span></a>
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<h3>Publications and Invited Articles</h3>
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<div class="arlo_tm_list_wrap blog_list"> <!-- Note if you remove blog_list the research picture does not come -->
<strong>Invited Article</strong>
<ul class="total_100">
<li>
<p> A. Proma, R. Wachter, E. Hoque. <a href=https://www.nationalacademies.org/news/2023/04/the-untapped-potential-of-computing-and-cognition-in-tackling-climate-change> The Untapped Potential of Computing and
Cognition in Tackling Climate Change</a>, NAE Perspectives, 2023 </p>
</li>
</ul>
<strong>Work in Progress</strong>
<ul class="total_100">
<li>
<p> A. Proma, R. A. Baten, N. Pate, S. Chen, A. Zadeh, S. Kelty, J. Druckman, G. Ghoshal, and E. Hoque, Exploring the Role of Randomization on Belief Rigidity in Online Social Networks,
under preparation, 2024
</p>
</li>
<li>
<p> N.Pate, A. Proma, S. Chen, R. A. Baten, S. Kelty, A.Zadeh, G. Ghoshal, and E.Hoque, Impact of Educational Attainment on Belief Rigidity and Social Network Construction,
under preparation, 2024
</p>
</li>
<li>
<p> S. Kelty, R. A. Baten, A. Proma, E. Hoque, J. Bollen, and G. Ghoshal,
<a href = https://doi.org/10.48550/arXiv.2301.02396>Don't Follow the Leader: Independent Thinkers Create Scientific Innovation</a>, arXiv., 2023
<!--<a href = https://doi.org/10.48550/arXiv.2301.02396>[Read Preprint]</a> -->
</p>
</li>
</ul>
<strong>Publications</strong>
<ul class="total_100">
<strong>2023</strong>
<li>
<p> A. Proma, <a href = https://adiba08.github.io/adibaproma/ACII2023_DC.pdf>Understanding the Rigidity of Beliefs in Temporal Social Networks</a>,
11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 2023
<!--<a href = https://adiba08.github.io/adibaproma/ACII2023_DC.pdf>[Read Preprint]</a> -->
</p>
</li>
<li>
<p> M. S. Islam, A. M. Proma, C. Wohn, K. Berger, S. Uong, V. Kumar, K. S. Korfmacher, E. Hoque, <a href = https://doi.org/10.1016/j.cesys.2022.100104>SEER: Sustainable E-commerce with Environmental-impact Rating</a>,
<a href=https://sciencedirect.com/journal/cleaner-environmental-systems> Cleaner Environmental Systems</a>, Volume 8, 2023.
<!--<a href = https://doi.org/10.1016/j.cesys.2022.100104>[Read]</a> -->
</p>
</li>
</ul>
<ul class="total_100">
<strong>2022</strong>
<li>
<p> A. Proma, M. S. Islam, S. Ciko, R. A. Baten, E. Hoque. <a href=https://roc-hci.com/wp-content/uploads/2022-database-curation-climate-FSS-22_paper.pdf>NADBenchmarks – a compilation of Benchmark Datasets for Machine Learning Tasks related to Natural Disasters</a>,
The Role of AI in Responding to Climate Change, <a href= https://aaai.org/conference/fall-symposia/fss22/#fs07>AAAI Fall Symposium Series</a>, November 2022
<!--<a href=https://roc-hci.com/wp-content/uploads/2022-database-curation-climate-FSS-22_paper.pdf>[Read]</a> -->
<a href=https://natdisaster-datasets.ai/about>[Check Website]</a></p>
</li>
<li>
<p> M. S. Islam, A. Proma, Y. Zhou, S. N. Akter, C. Wohn, E. Hoque, <a href=https://roc-hci.com/wp-content/uploads/2022-AAAI_ClimateKB.pdf>KnowUREnvironment: An Automated Knowledge Graph for Climate Change and Environmental Issues</a>,
The Role of AI in Responding to Climate Change,
<a href= https://aaai.org/conference/fall-symposia/fss22/#fs07>AAAI Fall Symposium Series</a>, November 2022 <!--<a href=https://roc-hci.com/wp-content/uploads/2022-AAAI_ClimateKB.pdf>[Read]</a> -->
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<p> <b>[April, 2024]</b> Selected for <a href=https://sicss.io/2024/rochester>Summer Institute in Computational Social Science-Rochester (SICSS-Rochester)</a>, 2024 </p>
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<p> <b>[May, 2023]</b> The CS department highlights our work on the role of technology for climate change! [<a href=https://cs.rochester.edu/news-events/news/2023/2023-5-22_computing_and_climate_change.html>Read</a>] </p>
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<p> <b>[Feb, 2023]</b> Our lab's efforts on mentoring undergrad researchers gets featured by the University's News Center! [<a href=https://www.rochester.edu/newscenter/human-computer-interaction-lab-research-mentorship-549662/>Read</a>] </p>
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<p> <b>[2023]</b> Selected for <a href=https://cra.org/cra-wp/grad-cohort-for-women>CRAWP Grad Cohort</a> </p>
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<p> <b>[2022]</b> Selected for <a href=https://cra.org/cra-wp/grad-cohort-for-women>CRAWP Grad Cohort</a> </p>
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<p> <b>[2022]</b> Our breast cancer application gets highlighted by national Bangladeshi press [<a href=https://www.newagebd.net/article/183334/bscan-app-to-combat-breast-cancer>New Age</a>, <a href=https://www.dhakatribune.com/bangladesh/295603/uiu-ict-division-holds-seminar-on-breast-cancer>Dhaka Tribune</a>] </p>
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<p> <b>[2019]</b> Highest Distinction Award, BRAC University </p>
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<p> <b>[2018]</b> Received grant from ICT division of Ministry of Posts,
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to lead a <a href= "https://www.canaware.org/">project</a> on early detection and risk assessment of breast cancer</p>
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<p> <b>[2014]</b> Country highest in Mathematics in International Advanced Levels(IAL) </p>
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<p> <b>[2013]</b> World highest in Mathematics-B in International General Certificate of Secondary Education(IGCSE) </p>
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<strong>Data Intern, Tech for Development Unit, <a href="https://www.brac.net/program/skills-development/"> BRAC SDP</a>, <a href="https://www.brac.net/"> BRAC Bangladesh</a></strong>
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<p> CSE 221: Algorithms </p>
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<p> CSE 260: Digital Logic Design </p>
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<h4><a href="writing.html">Writing Experiences</a></h4>
<!-- <p> I spent four years working as a freelance writer for <a href= https://www.thedailystar.net>The Daily Star</a>, which is one of the leading English newspapers in Bangladesh.
During this time, I had the wonderful opportunity to research on local and international trends,
and collaborate with other talented writers to generate ideas for the weekly sections <a href="https://www.thedailystar.net/lifestyle">Lifestyle</em></a> and
<a href="https://www.thedailystar.net/next-step">Next Step</a>.
I wrote articles covering various topics such as social issues, career development, musings,
and lifestyle, both for print and for the online platform. You can find my published articles <a href="https://www.thedailystar.net/author/adiba-mahbub-proma">here</a>.
Additionally, during that period, I also wrote two short stories in <em> The Mason Jar</em> published by Worthy Publications,
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