Extracting multistage screening rules from online dating activity data

Extracting multistage screening rules from online dating activity data

Request PDF | Extracting multistage screening rules from online dating activity data | This paper presents a statistical framework for harnessing online activity data to better understand how  · Search Results for: ðŸª€â ¤ï¸ ï¸ Extracting multistage screening rules from online dating activity data ðŸª€â ¤ï¸ ï¸ blogger.com ðŸª€â ¤ï¸ ï¸ BEST DATING SITEðŸª€â ¤ï¸ ï¸ Extracting multistage screening rules from online dating activity data ðŸª€â ¤ï¸ ï¸ ðŸª€â ¤ï¸ ï¸ Extracting multistage screening rules from online dating activity data ðŸª€â ¤ï¸ ï¸ ðŸª€â ¤ï¸ ï¸ Extracting multistage Extracting multistage screening rules from online dating activity data: Authors: Bruch, E Feinberg, F Lee, KY: Issue Date: Source: Proceedings of the National Academy of Sciences of the United States of America, 20 Sept , v. , no. 38, p. Keywords: Choice modeling Noncompensatory behavior Mate selection Computational social science: Publisher: National Cited by: 16

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Extracting multistage screening rules from online dating activity data. Building on insights from cognitive science and decision theory, we develop a discrete choice model that allows for exploratory behavior and multiple stages of decision making, with different rules enacted at each stage. Critically, the approach can identify if and when people invoke noncompensatory screeners that eliminate large swaths of alternatives from detailed consideration.

The model is estimated using deidentified activity data on 1. We find that mate seekers enact screeners "deal breakers" that encode acceptability cutoffs.

A nonparametric account of heterogeneity reveals that, even after controlling for a host of observable attributes, extracting multistage screening rules from online dating activity data, mate extracting multistage screening rules from online dating activity data differs across decision stages as well as across identified groupings of men and women.

Our statistical framework can be widely applied in analyzing large-scale data on multistage choices, which typify searches for "big ticket" items.

Extracting multistage screening rules from online dating activity data: Authors: Bruch, E Feinberg, F Lee, KY: Issue Date: Source: Proceedings of the National Academy of Sciences of the United States of America, 20 Sept , v. , no. 38, p. Keywords: Choice modeling Noncompensatory behavior Mate selection Computational social science: Publisher: National Cited by: 16 Request PDF | Extracting multistage screening rules from online dating activity data | This paper presents a statistical framework for harnessing online activity data to better understand how  · Search Results for: ðŸª€â ¤ï¸ ï¸ Extracting multistage screening rules from online dating activity data ðŸª€â ¤ï¸ ï¸ blogger.com ðŸª€â ¤ï¸ ï¸ BEST DATING SITEðŸª€â ¤ï¸ ï¸ Extracting multistage screening rules from online dating activity data ðŸª€â ¤ï¸ ï¸ ðŸª€â ¤ï¸ ï¸ Extracting multistage screening rules from online dating activity data ðŸª€â ¤ï¸ ï¸ ðŸª€â ¤ï¸ ï¸ Extracting multistage