Kurum Yazarı "Batmaz, Zeynep" Scopus İndeksli Yayınlar Koleksiyonu İçin Listeleme
-
Designing shilling attacks on disguised binary data
Batmaz, Zeynep; Polat, Hüseyin (Inderscience Enterprises LTD, 2017)Privacy-preserving collaborative filtering methods are effectual ways of coping with information overload problem while protecting confidential data. Their success depends on the quality of the collected data. However, ... -
Methods of Privacy Preserving in Collaborative Filtering
Batmaz, Zeynep; Kaleli, Cihan (IEEE, 2017)Privacy considerations of individuals becomes more and more popular issue in recommender systems due to the increasing need for protecting confidential data. Even though users of recommender systems enjoy with personalized ... -
Randomization-based Privacy-preserving Frameworks for Collaborative Filtering
Batmaz, Zeynep; Polat, Hüseyin (Elsevier Science BV, 2016)Randomization-based privacy protection methods are widely used in collaborative filtering systems to achieve individual privacy. The basic idea behind randomization utilized in collaborative filtering schemes is to add ... -
A review on deep learning for recommender systems: challenges and remedies
Batmaz, Zeynep; Yürekli, Ali; Bilge, Alper; Kaleli, Cihan (Springer, 2019)Recommender systems are effective tools of information filtering that are prevalent due to increasing access to the Internet, personalization trends, and changing habits of computer users. Although existing recommender ...