Due to the expanding popularity of relationships apps together with discouraging representative critiques of big matchmaking apps, i made a decision to become familiar with the consumer reviews out of relationship apps having fun with several text message exploration tips. Very first, i depending an interest design centered on LDA to help you mine the fresh new bad feedback out of popular matchmaking applications, reviewed part of the reason why users give bad studies, and place send involved improvement pointers. Next, i mainly based a two-stage servers training design you to mutual analysis dimensionality protection and you may study classification, hoping to get a description that effortlessly classify user reviews off relationship software, so that application operators can also be process user reviews more effectively.

dos.1 Studies acquisition

Since most profiles download such applications from Google Gamble, we thought that software feedback online Enjoy is also effectively echo representative ideas and you may perceptions into the these programs. Continue reading →