Mate preferences and matching outcomes in online dating advice on dating teen boy
Online dating communities are a growing industry tailored specifically to users who are looking for a romantic partner, connection, or encounter.
This paper focus on an area with a surprising lack of published work: matchmaking as a typical application for recommender systems.
This research was divided in 3 parts: Study 1: this part of the study demonstrates that singles spend too much time searching for options online for too little payoff in offline dates.
Study 2: they came to the conclusion that users desire information about experiential attributes (sense of humor or rapport), but online dating sites contain primarily searchable attributes, such as income, religion, background...
He has learned that, on a purely economical terms, one will have a better chance of meeting their true soul mate by searching through online dating profiles than going on several dates.
In the podcast, he says that “..going out and meeting people is costly and difficult.
This Oxford University study suggests that almost one third of the people who use the internet visited online dating sites.
An international survey of 24,000 men and women who are online found that just 6% went to dating websites in 1997 but by 2009, 30% of the sample had tried them with 15% finding their current partner that way.
research on use of dating sites, psychology research, impact on relationships...
This is the first in-depth study of information retrieval approaches applied to match-making systems such as a dating service.
The authors of this paper propose a machine learned ranking function that makes use of features extracted from the uniquely rich user profiles that consist of both structured and unstructured attributes.
Study 3: researchers introduced and tested the Virtual Date, offering potential dating partners the opportunity to acquire experiential information by exploring a virtual environment similar to real first dates (such as going to a museum).
This online intervention led to greater liking after offline meetings.This paper is part of a doctoral thesis that addressed the question as to what type of individual we prefer in a romantic partner.