公开(公告)号：US20170308523A1

公开(公告)日：2017-10-26

申请号：US15523201

申请日：2015-11-24

Applicant: Agency for Science, Technology and Research

Inventor： Zhaoxia Wang ,  Siow Mong Rick Goh ,  Yinping Yang

IPC: G06F17/27

CPC classification number: G06F17/279 ,  G06F17/2705 ,  G06F17/273 ,  G06F17/2735 ,  G06F17/274 ,  G06F17/2775 ,  G06Q10/10 ,  G06Q30/0201 ,  G06Q50/01

Abstract: A system and a method for classifying text messages, such as social media messages into sentiment valence categories are provided. The system comprising a module for decomposing text messages, a module for cleaning text messages, a module for producing feature data of text messages, and a module for classifying text messages into sentiment valence categories. The module for decomposing text messages is configured to: receive a text message, parse the text message into separate portions in response to parsing criteria based on sentence delimiters, wherein the separate portions are sentences, phrases and words, and rejoin at least some of the separate portions of the text message into sentences in response to predefined linguistic conditions.