- Tytuł:
- Using Singular Value Decomposition (SVD) as a solution for search result clustering
- Autorzy:
-
Abdulla, H. D.
Abdelrahman, A. S.
Snasel, V. - Powiązania:
- https://bibliotekanauki.pl/articles/377259.pdf
- Data publikacji:
- 2014
- Wydawca:
- Politechnika Poznańska. Wydawnictwo Politechniki Poznańskiej
- Tematy:
-
singular value decomposition
clustering
self-organizing map - Opis:
- There are many search engines in the web, but they return a long list of search results, ranked by their relevancies to the given query. Web users have to go through the list and examine the titles and (short) snippets sequentially to identify their required results. In this paper we present how usage of Singular Value Decomposition (SVD) as a very good solution for search results clustering. Results are presented by visualizing neural network. Neural network is responsive for reducing result dimension to two dimensional space and we are able to present result as a picture that we are able to analyze.
- Źródło:
-
Poznan University of Technology Academic Journals. Electrical Engineering; 2014, 80; 71-78
1897-0737 - Pojawia się w:
- Poznan University of Technology Academic Journals. Electrical Engineering
- Dostawca treści:
- Biblioteka Nauki
Artykuł