The abbreviations for renaming stocks were classified according to different wordings in them. When an announcement of renaming stock was published, the reactions of investors to the announcement with or without technology-related wordings and the like were analyzed. It has been found that their reactions are totally different. The investors have stronger reaction to the announcements with technology-related wordings than notice without ones. This reveals that there is severe conceptual speculation in Chinese stock market.