Investigating Spam Mass Variations for Detecting Web Spam
Электронный научный архив УРФУ
Информация об архиве | Просмотр оригинала| Поле | Значение | |
| Заглавие |
Investigating Spam Mass Variations for Detecting Web Spam
|
|
| Автор |
Quresh, Muhammad Atif
Younus, Arjumand Touheed, Nasir |
|
| Тематика |
WEB ALGORITHMS
WEB SPAM FILTERING SPAM MASS VARIATIONS LINK SPAM LINK ANALYSIS |
|
| Описание |
In this paper, we investigate variations of Spam Mass for filtering web spam. Firstly, we propose two strategies for designing new variations of the Spam Mass algorithm. Then, we perform experiments among different versions of Spam Mass using WEBSPAM-UK2006 data set. Finally, we show improvement through proposed strategy by up to 1.33 times in recall and 1.02 times in precision over the original version of Spam Mass. |
|
| Дата |
2011-10-12T10:12:57Z
2011-10-12T10:12:57Z 2011 |
|
| Тип |
Article
Journal article (info:eu-repo/semantics/article) Published version (info:eu-repo/semantics/publishedVersion) |
|
| Идентификатор |
Quresh Muhammad Atif. Investigating Spam Mass Variations for Detecting Web Spam / Muhammad Atif Quresh, Arjumand Younus, Nasir Touheed // Web of Data: The joint RuSSIR/EDBT 2011 Summer School, August 15–19, 2011, Proceedings of the Fifth Russian Young Scientists Conference in Information Retrieval / B. Novikov, P. Braslavsky (Eds.). — St. Petersburg, 2011 — P. 46-54.
978-5-288-05225-5 http://elar.urfu.ru/handle/10995/3711 |
|
| Язык |
en
|
|
| Связанные ресурсы |
RuSSIR/EDBT2011
|
|
| Формат |
383012 bytes
application/pdf |
|
| Издатель |
St. Petersburg University Press
|
|