The application of predictive data mining techniques in Information Systems research has grown in recent years, likely due to their effectiveness and scalability in extracting information from large amounts of data. A number of scholars have sought to combine data mining with traditional...

A common issue in online dating platforms is that many users focus their attention on a subset of popular peers, which leads to congestion and thus lower matching rates. Our study examines the results of a randomized natural field experiment, wherein our corporate partner, a large online dating...

One key objective of matching platforms is to facilitate market clearing. When the supply and demand for services are unbalanced, congestion issues arise. Specifically, when workers can apply for unlimited employers/jobs with negligible application costs, employers may face excessive...