Odnoklassniki has introduced an innovative model based on machine learning to limit intrusive acquaintances and unwanted communication on the social network. This update is designed to create a more comfortable environment for users, freeing them from unwanted friend requests and annoying messages.
Now those OK users who prefer to avoid communication and dating will not receive information about the activities of accounts that actively initiate interaction. Cyberstalkers will also be subject to restrictions, reducing the number of dialogues with strangers. These changes, according to the developers, are aimed at maintaining a cozy atmosphere europe cell phone number list of communication on Odnoklassniki and reducing unwanted contacts on the platform.
To protect users, OK analyzes social interactions in real time, taking into account parameters such as friendship, friend requests, page visits, gifts, and others. The neural network classifies accounts based on their behavior, identifying those who massively add strangers as friends and send gifts, as well as those who often reject friend requests and end up on the 'blacklist'.
Based on the collected data, the algorithms of the social network " Odnoklassniki " limit interaction between certain groups of accounts, hide notifications from intrusive interlocutors and reduce the number of possible conversations. The effectiveness of the model was confirmed during multi-month testing on various audiences, where the number of complaints about unwanted attention from suspicious accounts decreased by 25%.
According to the social network , the implementation of the new algorithm has not only reduced the share of cyberstalking, but also improved the user experience, who are now less likely to reject friend requests and add strangers to the 'blacklist'. Ultimately, the problem of intrusive attention in social networks, including cyberstalking, has found an effective solution thanks to the new machine learning model. This step promises to make interaction on the social network more comfortable and maintain a friendly atmosphere on Odnoklassniki.
