Current Proceedings on Technology
Yazarlar: Elton Ballhysa, Ozcan Asilkan
Konular:-
Anahtar Kelimeler:Text mining,Opinion mining,Fuzzy logic,Albanian language
Özet: In the current age of information society online blogs are increasingly used as discussion media. Such textual information is semi-structured at best, and it is difficult to extract the main stance of a blog entry with conventional methods. In this paper we propose a novel fuzzy approach for discovering the underlying opinion in a particular entry: given any topic or term, we come up with a number of related fuzzy measures, which are then aggregated to yield a resulting score. While this approach works best for binary cases, it can in principle be extended to any number categories. An application of this technique to a number of Albanian blogs and forums has shown promising results.