According to the company press release, on the August 23rd, the Yandex.Direct started public testing for personalized advertisings.
The system tracks user behavior on the Yandex search engine and on the partner sites where Yandex.Direct advertising is showing. That new technology expected to bust better targeted advertising even for pages where pure contextual system was fail.