Study of Japanese text compression
N. Satoh, T. Morihara, Y. Okada, Shigeru YOSHIDA · 1997
Summary form only given. The Japanese language has several thousand distinct characters, and the character code length is 16 bits. In such documents the 16-bit units are interrelated. Conventional text compression employs 8-bit sampling because the compressed object is usually English text. We investigated compression schemes based on 16-bit sampling, expecting it to improve the compression performance. In Japanese text where words are short, statistical schemes with a PPM provide better compression ratios than slide dictionary schemes. So we investigated the 16-bit sampling based on statistical schemes with a PPM model. We show the 16-bit sampling scheme provides good compression ratios in short documents under several tens of kilobytes, such as office reports. The processing speed is also better.