TY  - JOUR
TI  - Evaluation of social bot detection models
AB  - Social bots are employed to automatically perform online social network activities; thereby, they can also be utilized in spreading misinformation and malware. Therefore, many researchers have focused on the automatic detection of social bots to reduce their negative impact on society. However, it is challenging to evaluate and compare existing studies due to difficulties and limitations in sharing datasets and models. In this study, we conduct a comparative study and evaluate four different bot detection systems in various settings using 20 different public datasets. We show that high-quality datasets covering various social bots are critical for a reliable evaluation of bot detection methods. In addition, our experiments suggest that Botometer is preferable to others in order to detect social bots.
AU  - ŞAHİN, Deniz
AU  - Ünal, Kübranur
AU  - Uysal, Sema
AU  - Yılmaz, Fatma Meriç
AU  - ERCAN KARADAĞ, MÜJGAN
AU  - BOĞDAYCIOĞLU, Nihal
AU  - OĞUZ, Esra
AU  - EKİCİ, Mehmet Fatih
AU  - ZEREN, Sezgin
AU  - Korkmaz, Mehmet
AU  - Bayhan, Zulfu
AU  - DEGER, Ayşe Nur
AU  - UCAR, Bercis Imge
AU  - dörterler, mustafa erman
AU  - AKIN, Yigit
AU  - yeni, ercan
AU  - PELİT, Eyyüp Sabri
AU  - ÇİFTÇİ, Halil
AU  - Ordek, Eser
AU  - Kati, Bulent
AU  - ULUÇAKAR, MUSTAFA
AU  - AKTAŞ, SAVAŞ
AU  - Sucu, Nehir
AU  - vezir, özden
AU  - AYAZ, LOKMAN
AU  - AYTAÇOĞLU, Barlas Naim
AU  - Kahyaoglu, Muzaffer
AU  - Geçmen, Çetin
AU  - kılıçgedik, alev
AU  - Cakmak, Ender
AU  - İZGİ, brahim Akın
AU  - AKDUMAN, GÜLBENIZ
AU  - HATİPOĞLU, Zeynep
AU  - Demir, Bulent
AU  - Bozgeyik, Bilgin
AU  - Kekeç, Ahmet Fevzi
AU  - GÜLEN, SALİH
AU  - Yaman, Süleyman
AU  - TANRISEVER, Murat
AU  - Cevik, Aydın
AU  - KARABULUT, BURAK
AU  - Ozturk, Halime
AU  - BASAR, MUSTAFA AYDIN
AU  - ALTAY, CANAN
AU  - SEÇİL, Mustafa
AU  - demir, ömer faruk
AU  - Aslan, Guven
AU  - MD, Kutsal Yörükoğlu
AU  - Bozkurt, Ozan
AU  - TUNA, Burçin
AU  - gürsoy, elif
AU  - ÖZTÜRK, YASEMİN
AU  - Küçük, Ayşegül
AU  - murat öztürk, duygu
AU  - sahin, leyla
AU  - Müsüroğlu Keloğlan, Seval
AU  - BILGIN, MUSTAFA
AU  - Lenger, Dinçer Savaş
AU  - Kutlu, Mucahid
AU  - Selcuk, Ali Aydin
AU  - TORUSDAĞ, MUHAMMET BUĞRA
DO  - 10.55730/1300-0632.3848
PY  - 2022
JO  - Turkish Journal of Electrical Engineering and Computer Sciences
VL  - 45
IS  - 1
SN  - 1300-0632
SP  - 1269
EP  - 1283
DB  - TRDizin
UR  - http://search/yayin/detay/533998
ER  -