Title :
Semantics-Empowered Social Computing
Author :
Sheth, Amit ; Nagarajan, Meenakshi
Abstract :
In this article, we discuss some of the challenges in marking-up or annotating UGC, a first step toward the realization of the social semantic Web. Using examples from real-world UGC, we show how domain knowledge can effectively complement statistical natural language processing techniques for metadata creation.
Keywords :
meta data; natural language processing; semantic Web; social networking (online); domain knowledge; metadata creation; semantics-empowered social computing; social semantic Web; statistical natural language processing; Humans; Information retrieval; MySpace; Natural language processing; Neural networks; Ontologies; Social network services; Speech; User-generated content; Internet computing; Semantic Web 2.0; Semantic services; domain knowledge; social Semantic Web; user-generated content;
Journal_Title :
Internet Computing, IEEE
DOI :
10.1109/MIC.2009.21
