Sentic Computing
Synopsis
In this book common sense computing techniques are further developed and applied to bridge the semantic gap between word-level natural language data and the concept-level opinions conveyed by these. In particular, the ensemble application of graph mining and multi-dimensionality reduction techniques is exploited on two common sense knowledge bases to develop a novel intelligent engine for open-domain opinion mining and sentiment analysis. The proposed approach, termed sentic computing, performs a clause-level semantic analysis of text, which allows the inference of both the conceptual and emotional information associated with natural language opinions and, hence, a more efficient passage from (unstructured) textual information to (structured) machine-processable data.
- कॉपीराईट:
- 2011 Springer
Book Details
- Book Quality:
- ISBN-13:
- 9783319236544
- Publisher:
- Springer Netherlands
- Date of Addition:
- 2016-10-14T16:20:13Z
- भाषा:
- English
- श्रेणी:
- Usage Restrictions:
- This is a copyrighted book.