Szczegóły publikacji
Opis bibliograficzny
Framework for opinion spammers detection / Andrzej OPALIŃSKI, Grzegorz DOBROWOLSKI // W: Multimedia communications, services and security : 7th international conference, MCSS 2014 : Krakow, Poland, June 11–12, 2014 : proceedings / eds. Andrzej Dziech, Andrzej Czyżewski. — Cham [etc.] : Springer International Publishing, cop. 2014. — (Communications in Computer and Information Science ; ISSN 1865-0929 ; 429). — ISBN: 978-3-319-07568-6; e-ISBN: 978-3-319-07569-3. — S. 202–213. — Bibliogr. s. 211–213, Abstr.
Autorzy (2)
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 84338 |
|---|---|
| Data dodania do BaDAP | 2014-10-02 |
| DOI | 10.1007/978-3-319-07569-3_17 |
| Rok publikacji | 2014 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Konferencja | Multimedia Communications, Services and Security 2014 |
| Czasopismo/seria | Communications in Computer and Information Science |
Abstract
Evolution of the WEB and high anonymity of virtual identities result in positive and negative impact on society. One of the negative effects is a problem of false spam opinions, which are distributed throughout WEB forums and recommendation portals. Researches in this area mainly concern detection of particular examples of spam opinions. Nevertheless, an idea of detecting virtual multi-identities, created by a single person, still seems to be lacking effective solutions. Presented article describes a system which allows to search virtual multi-identities, created in order to generate spam opinions. The system bases on a combination of features from various domains: natural language processing, time-activity analysis and related to common objects. Series of tests evaluated system's efficiency in the area of detecting virtual multi-identities from recommendation portal.
