DocumentCode
714710
Title
DRENAJ: Distributed social media data collection system
Author
Gungor, Onur ; Uskudarli, Suzan ; Cemgil, A. Taylan
Author_Institution
Bilgisayar Muhendisligi Bolumu, Bogazici Univ., Istanbul, Turkey
fYear
2015
fDate
16-19 May 2015
Firstpage
2349
Lastpage
2352
Abstract
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.
Keywords
data acquisition; distributed processing; graph theory; learning (artificial intelligence); natural language processing; signal processing; social networking (online); DRENAJ; distributed social media data collection system; machine learning; natural language processing; signal processing research; social graph analysis; social media data storage; social ties; space efficiency; time efficiency; Data collection; Distributed databases; Media; Natural language processing; Signal processing; Twitter; Uniform resource locators; big data; distributed computing; research tools; signal retrieval; social media;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location
Malatya
Type
conf
DOI
10.1109/SIU.2015.7130351
Filename
7130351
Link To Document