DRENAJ: Distributed social media data collection system DRENAJ: Daʇitik Sosyal Medya Veri Toplayicisi
2015 23rd Signal Processing and Communications Applications Conference, SIU 2015, Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.2349-2352, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.1109/siu.2015.7130351
- Basıldığı Şehir: Malatya
- Basıldığı Ülke: Türkiye
- Sayfa Sayıları: ss.2349-2352
- Anahtar Kelimeler: big data, distributed computing, research tools, signal retrieval, social media
- Boğaziçi Üniversitesi Adresli: Evet
Özet
Social media has become important for signal processing research due to the interesting content consisting of status updates and relations which give clues about social ties. Thus, it is important to lower the barrier to access this kind of data for researchers of natural language processing, social graph analysis and machine learning. However, accessing this data can usually be tricky and may pose difficulties. This work describes a distributed system for collecting, storing and serving social media data using the computing resources shared by its own volunteer users. We used the system extensively and saw promising results in terms of time and space efficiency.