Title :
Big Data Infrastructure for Active Situation Awareness on Social Network Services
Author :
Paik, Incheon ; Tanaka, T. ; Ohashi, H. ; Wuhui Chen
Author_Institution :
Sch. of Comput. Sci. & Eng., Univ. of Aizu, Aizu-Wakamatsu, Japan
fDate :
June 27 2013-July 2 2013
Abstract :
Awareness computing aims at our final goal in computer science to simulate human´s awareness and cognition. Awareness of social network knowledge in everyday life is actively enabled by big data society. In this paper, we investigate infrastructure for big data analytics for social network services, and propose TF-IDF calculation on big data infrastructure to be aware of social relations on social networks.
Keywords :
cognition; data handling; digital simulation; social networking (online); TF-IDF calculation; active situation awareness; awareness computing; big data analytics; big data infrastructure; human awareness simulation; human cognition simulation; social network knowledge; social network services; social relations; Computer architecture; Data handling; Data mining; Data storage systems; Information management; Ontologies; Social network services; Active Situation Awareness; Big data analytics; Social Network Services; Web services;
Conference_Titel :
Big Data (BigData Congress), 2013 IEEE International Congress on
Conference_Location :
Santa Clara, CA
Print_ISBN :
978-0-7695-5006-0
DOI :
10.1109/BigData.Congress.2013.61
