Abstract: Photo-editing application recommendations are described. A language modeling system generates a photo-editing language model based on application usage data collected from existing users of a photo-editing application. The language modeling system generates the model by applying natural language processing to words that are selected to represent photo-editing actions described by the application usage data. The natural language processing involves partitioning contiguous sequences of the words into sentences of the modeled photo-editing language and partitioning contiguous sequences of the sentences into paragraphs of the modeled photo-editing language. The language modeling system deploys the photo-editing language model for incorporation with the photo-editing application. The photo-editing application uses the model to determine a current workflow in real-time as input is received to edit digital photographs, and recommends tools for carrying out the current workflow.

Abstract: Photo-editing application recommendations are described. A language modeling system generates a photo-editing language model based on application usage data collected from existing users of a photo-editing application. The language modeling system generates the model by applying natural language processing to words that are selected to represent photo-editing actions described by the application usage data. The natural language processing involves partitioning contiguous sequences of the words into sentences of the modeled photo-editing language and partitioning contiguous sequences of the sentences into paragraphs of the modeled photo-editing language. The language modeling system deploys the photo-editing language model for incorporation with the photo-editing application. The photo-editing application uses the model to determine a current workflow in real-time as input is received to edit digital photographs, and recommends tools for carrying out the current workflow.