Affiliate opinion studies out-of relationships applications centered on text message exploration
Abstract
On the carried on development melania Trump Mail Order MГЁme of information technology, more folks are to use internet dating software, therefore the pattern has been exacerbated from the COVID-19 pandemic during these ages. Yet not, there is certainly a technology that of user reviews out of conventional dating programs is bad. To study that it technology, i’ve made use of matter design to help you exploit bad recommendations off traditional relationship software, and you can created a-two-phase host training model using study dimensionality reduction and you may text category to classify user reviews out of relationships software. The research abilities demonstrate that: first, the reasons to your newest negative reviews from dating apps was mainly focused on the charging you device, fake levels, membership and you can ads force apparatus and matching process from the programs, suggested associated upgrade information was suggested because of the us; next, using prominent part data to attenuate the newest dimensionality of the text vector, immediately after which using XGBoost model to learn the reduced-dimensional analysis shortly after oversampling, a far greater class precision away from reading user reviews can be acquired. (more…)