Can a dating app predict chemistry?
A profile can tell you someone's interests, but can it tell you whether you'll click? The question changes depending on what counts as success: a reply, mutual attraction, or a lasting relationship. These studies examine speed dating, rather than current app-matching systems or lasting relationships.
Questions you could explore
- How do researchers define and measure chemistry?
- What evidence would show that a matching system helps people form lasting relationships?
Start reading
- Psychological Science / SAGE; author-hosted article copyIs Romantic Desire Predictable? Machine Learning Applied to Initial Romantic Attraction
A 2017 speed-dating study tests whether questionnaires completed before meeting can predict attraction to a particular person.
- arXivCan Large Language Models Detect Verbal Indicators of Romantic Attraction?
A research manuscript examines what AI can infer from speed-date conversations, using contact exchange as one outcome.
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