Alex Burnap

Psychology · University of Michigan

Mid career · publishing since 2007

Color perception and design Economic and Environmental Valuation Consumer Behavior in Brand Consumption and Identification Data Visualization and Analytics Mobile Crowdsensing and Crowdsourcing

Publications

Citations

366

Est. group size

—

Recurring co-author estimate

Active years

Publishing since 2007

In context

Among 479 mid career Psychology PIs within our index

Citations: 366cohort median 561

Publications / year (recent): 1.0cohort median 3

Typically publishes in teams of ~3 · 60% small-team papers (≤3 authors) · across 10 venues

Publication cadence

Publications per year over the last 10 years — averaging 1.0/year recently

Collaborators per year

Distinct co-authors at University of Michigan each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.

Recent publications

Generative Interpretable Visual Design: Using Disentanglement for Visual Conjoint Analysis
Journal of Marketing Research · 2024
CROWDSOURCING: A PRIMER AND ITS IMPLICATIONS FOR SYSTEMS ENGINEERING
SAE technical papers on CD-ROM/SAE technical paper series · 2024
Product Aesthetic Design: A Machine Learning Augmentation
Marketing Science · 2023
Product Aesthetic Design: A Machine Learning Augmentation
SSRN Electronic Journal · 2022
Automatically Discovering Visual Product Characteristics
SSRN Electronic Journal · 2022
Soul and machine (learning)
Marketing Letters · 2020
Product Aesthetic Design: A Machine Learning Augmentation
RePEc: Research Papers in Economics · 2019
Design and Evaluation of Product Aesthetics: A Human-Machine Hybrid Approach
SSRN Electronic Journal · 2019
Soul and Machine (Learning)
SSRN Electronic Journal · 2019
Influence of automobile seat form and comfort rating on willingness-to-pay
International Journal of Vehicle Design · 2018
Predicting "Design Gaps" in the Market: Deep Consumer Choice Models under Probabilistic Design Constraints
arXiv (Cornell University) · 2018
Predicting "Design Gaps" in the Market: Deep Consumer Choice Models\n under Probabilistic Design Constraints
arXiv (Cornell University) · 2018
Influence of automobile seat form and comfort rating on willingness-to-pay
International Journal of Vehicle Design · 2017
Improving Design Preference Prediction Accuracy Using Feature Learning
Journal of Mechanical Design · 2016
A preliminary study of trends in perceived quality design attributes in the automotive luxury market segment
Virtual Community of Pathological Anatomy (University of Castilla La Mancha) · 2016

Publishes in

SSRN Electronic Journal×4
International Journal of Vehicle Design×2
arXiv (Cornell University)×2
Marketing Science×1
Journal of Marketing Research×1

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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 25, 2026.

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