Associate review research regarding dating apps according to text message exploration
Dienstag, 9. April 2024 15:17
Conceptual
On the carried on growth of i . t, more individuals are extremely to make use of online dating software, and development has been made worse from the COVID-19 pandemic within these ages. Yet not, there was an event that all regarding user reviews of popular relationships programs try bad. To learn so it sensation, i have utilized procedure design so you can mine bad reviews out-of main-stream relationship programs, and you will created a-two-stage machine studying model having fun with analysis dimensionality avoidance and you will text category so you’re able to identify user reviews from matchmaking apps. The research results show that: to start with, the reasons towards the newest bad evaluations from relationships programs is actually mostly centered in the recharging method, phony membership, subscription and you may adverts push apparatus and you can matching process on the apps, proposed corresponding upgrade recommendations was suggested by the you; next, using dominant parts studies to minimize the dimensionality of your own text message vector, after which using XGBoost design to know the low-dimensional study after oversampling, a much better group precision of reading user reviews can be found. […]
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