16 citations · 20 across the 8 of their papers we have counts for
8 papers
Demystifying CO2: lessons from nutrition labeling and step counting
Alexandre L. S. Filipowicz, David A. Shamma, Vikram Mohanty +1
There is growing concern about climate change and increased interest in taking action. However, people have difficulty understanding abstract units like CO2 and the relative enviro…
Learning to Represent Individual Differences for Choice Decision Making
Yan-Ying Chen, Yue Weng, Alexandre Filipowicz +7
Human decision making can be challenging to predict because decisions are affected by a number of complex factors. Adding to this complexity, decision-making processes can differ c…
ConjointNet: Enhancing Conjoint Analysis for Preference Prediction with Representation Learning
Yanxia Zhang, Francine Chen, Shabnam Hakimi +9
Understanding consumer preferences is essential to product design and predicting market response to these new products. Choice-based conjoint analysis is widely used to model user…
Leveraging Language Models and Bandit Algorithms to Drive Adoption of Battery-Electric Vehicles
Keiichi Namikoshi, David A. Shamma, Rumen Iliev +5
Behavior change interventions are important to coordinate societal action across a wide array of important applications, including the adoption of electrified vehicles to reduce em…
DriveStats: a Mobile Platform to Frame Effective Sustainable Driving Displays
Song Mi Lee-Kan, Alexandre Filipowicz, Nayeli Bravo +2
Phone applications to track vehicle information have become more common place, providing insights into fuel consumption, vehicle status, and sustainable driving behaviorsHowever, t…
Save A Tree or 6 kg of CO2? Understanding Effective Carbon Footprint Interventions for Eco-Friendly Vehicular Choices
Vikram Mohanty, Alexandre Filipowicz, Nayeli Bravo +2
From ride-hailing to car rentals, consumers are often presented with eco-friendly options. Beyond highlighting a "green" vehicle and CO2 emissions, CO2 equivalencies have been desi…
Using LLMs to Model the Beliefs and Preferences of Targeted Populations
Keiichi Namikoshi, Alex Filipowicz, David A. Shamma +3
We consider the problem of aligning a large language model (LLM) to model the preferences of a human population. Modeling the beliefs, preferences, and behaviors of a specific popu…
Visual Elements and Cognitive Biases Influence Interpretations of Trends in Scatter Plots
Alexandre Filipowicz, Scott Carter, Nayeli Bravo +6
Visualizations are common methods to convey information but also increasingly used to spread misinformation. It is therefore important to understand the factors people use to inter…