Recent progress in NGS technology has enabled high throughput analysis of transcription in various types of cells. The obtained sequences are partial segments of the full-length transcripts. Those reads are mapped to a reference genome by using tools such as Tophat [1], LAST [2], and STAR [3]. The transcribed units of RNAs are determined from the mapped reads by using tools such as Cufflinks [4] and Scripture [5].