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Pregled bibliografske jedinice broj: 429447

An Intelligent Automatic Hoax Detection System

Vuković, Marin; Pripužić, Krešimir; Belani, Hrvoje
An Intelligent Automatic Hoax Detection System // Lecture Notes in Computer Science. Series Lecture Notes in Artificial Intelligence, 5711 (2009), 318-325 doi:10.1007/978-3-642-04595-0 (međunarodna recenzija, članak, znanstveni)

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Naslov
An Intelligent Automatic Hoax Detection System

Autori
Vuković, Marin ; Pripužić, Krešimir ; Belani, Hrvoje

Izvornik
Lecture Notes in Computer Science. Series Lecture Notes in Artificial Intelligence (0302-9743) 5711 (2009); 318-325

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
hoax detection; e-mail classification; n-grams; self-organizing map; feed forward neural network; experimental evaluation

Sažetak
Although they sometimes seem harmless, hoaxes represent not-negligible threat to individuals’ awareness of real-life situations by deceiving them, and at the same time doing harm to the image of their organizations, which can lead to substantial financial losses. Spreading of hoaxes also influences the normal operating regime of networks and the efficiency of workers. In this paper we present an intelligent automatic hoax detection system based on neural networks and advanced text processing. In the developing of our system we use a database with real-life e-mail hoaxes, and an additional database with real-life e-mail messages. At the end we give brief experimental evaluation of the hoax detection system and comment the results.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

Napomena
Knowledge-Based and Intelligent Information and Engineering Systems : 13th International Conference (KES 2009) : Proceedings. Part I ; 28.-30.09.2009., Santiago, Čile



POVEZANOST RADA

Projekti:
036-0362027-1639 - Isporuka sadržaja i pokretljivost korisnika i usluga u mrežama nove generacije (Matijašević, Maja, MZO ) ( CroRIS)

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Hrvoje Belani (autor)

Avatar Url Krešimir Pripužić (autor)

Poveznice na cjeloviti tekst rada:

doi www.springerlink.com

Citiraj ovu publikaciju:

Vuković, Marin; Pripužić, Krešimir; Belani, Hrvoje
An Intelligent Automatic Hoax Detection System // Lecture Notes in Computer Science. Series Lecture Notes in Artificial Intelligence, 5711 (2009), 318-325 doi:10.1007/978-3-642-04595-0 (međunarodna recenzija, članak, znanstveni)
Vuković, M., Pripužić, K. & Belani, H. (2009) An Intelligent Automatic Hoax Detection System. Lecture Notes in Computer Science. Series Lecture Notes in Artificial Intelligence, 5711, 318-325 doi:10.1007/978-3-642-04595-0.
@article{article, author = {Vukovi\'{c}, Marin and Pripu\v{z}i\'{c}, Kre\v{s}imir and Belani, Hrvoje}, year = {2009}, pages = {318-325}, DOI = {10.1007/978-3-642-04595-0}, keywords = {hoax detection, e-mail classification, n-grams, self-organizing map, feed forward neural network, experimental evaluation}, journal = {Lecture Notes in Computer Science. Series Lecture Notes in Artificial Intelligence}, doi = {10.1007/978-3-642-04595-0}, volume = {5711}, issn = {0302-9743}, title = {An Intelligent Automatic Hoax Detection System}, keyword = {hoax detection, e-mail classification, n-grams, self-organizing map, feed forward neural network, experimental evaluation} }
@article{article, author = {Vukovi\'{c}, Marin and Pripu\v{z}i\'{c}, Kre\v{s}imir and Belani, Hrvoje}, year = {2009}, pages = {318-325}, DOI = {10.1007/978-3-642-04595-0}, keywords = {hoax detection, e-mail classification, n-grams, self-organizing map, feed forward neural network, experimental evaluation}, journal = {Lecture Notes in Computer Science. Series Lecture Notes in Artificial Intelligence}, doi = {10.1007/978-3-642-04595-0}, volume = {5711}, issn = {0302-9743}, title = {An Intelligent Automatic Hoax Detection System}, keyword = {hoax detection, e-mail classification, n-grams, self-organizing map, feed forward neural network, experimental evaluation} }

Časopis indeksira:


  • Scopus

Uključenost u ostale bibliografske baze podataka::


  • International Political Science Abstracts
  • SpringerLink
  • DBLP
  • Scopus
  • Zentralblatt Math

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