Young Victoria director Jean-Marc Vallee has signed on to direct Lost Girls and Love Hotels, with Kate Bosworth attached to star and produce along with Relativity Media.

According to The Hollywood Reporter, Nadia Conners wrote the screenplay, which adapts Catherine Hanrahan's 2006 novel.

The story centers on a woman (Bosworth) who tries to forget her past while working in Tokyo as an English specialist at a stewardess training institute by day and losing herself in a sex- and drug-addled oblivion by night. She finds herself on the road to redemption when she becomes interested in a missing Western girl.

No production date has been set.