Text Analysis of Smart Cities: A Big Data-based Model
International Journal of Intelligent Systems and Applications in Engineering, cilt.11, sa.4, ss.724-733, 2023 (Scopus)
- Yayın Türü: Makale / Tam Makale
- Cilt numarası: 11 Sayı: 4
- Basım Tarihi: 2023
- Dergi Adı: International Journal of Intelligent Systems and Applications in Engineering
- Derginin Tarandığı İndeksler: Scopus
- Sayfa Sayıları: ss.724-733
- Anahtar Kelimeler: Advanced passenger information, automatic number plate recognition, call detail record, criminal activity, data security
- Ankara Yıldırım Beyazıt Üniversitesi Adresli: Evet
Özet
Traditional criminal protection approaches rely heavily on the knowledge of legal authorities’ agents. However, it is difficult for them to extrapolate their knowledge to utilize answers in real scenarios. Furthermore, the traditional approaches frequently lose their capacity to avoid problems since they take longer to respond to them. If the crime had occurred, the victims would have already suffered. As a result, it is in the best interests of legal authorities to avoid a crime from happening. We can argue that in order to prevent crime, legal authorities effectively must use data-driven techniques and real-time data analysis. This paper suggests a big data analytics model for analyzing data from various departments. In this study, we proposed using automatic number plate recognition, call detail records, and advanced passenger information data. The proposed model may help to predict potential criminal activities before they occur. Accordingly, this model may allow authorities to stop and prepare for possible criminal activities.