Typing Behaviour Gives Chinese Word Segmentation New Perspective
Typing Behaviour Gives Chinese Word Segmentation New Perspective is a scholarly work, published in 2017 in ''International Journal of Engineering and Technology''. The main subjects of the publication include typing, statistical machine translation, segmentation, natural language processing, optical character recognition, Spoken dialog system, artificial intelligence, word, linguistics, computer science, and perspective. Users provide a lot of undiscovered information when they are working with electronic products, such as computer.Many natural annotations are left when users type Chinese materials with input method.We call them natural typing annotations.These annotations have intimate connection with Chinese word segmentation.In this paper authors collect corpus with natural inputting annotations and analyze it in various respects.From the corpus, user's typing patterns are extracted and classification model is built to identify different patterns.Experiments show that natural inputting annotations have promising potential in overcoming the drawbacks of existing word segmentation approaches.