TY - GEN
T1 - Blog antenna
T2 - IEEE International Conference onMultimedia and Expo, ICME 2007
AU - Lin, Yu Ru
AU - Sundaram, Hari
N1 - Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2007
Y1 - 2007
N2 - In this paper, we present a framework to analyze and summarize the temporal dynamics within personal blogs. Blog temporal dynamics are difficult to capture using a few class descriptors. Our approach comprises (1) a representation of blog dynamics using self-similarity matrices, (2) theme extraction using non-negative self-similarity matrix factorization, and (3) a visualization representing blog theme evolution. Summaries based on large real-world blog datasets reveals interesting temporal characteristics for four blog types - personal blog, cooperative blog, power blog and spam blogs.
AB - In this paper, we present a framework to analyze and summarize the temporal dynamics within personal blogs. Blog temporal dynamics are difficult to capture using a few class descriptors. Our approach comprises (1) a representation of blog dynamics using self-similarity matrices, (2) theme extraction using non-negative self-similarity matrix factorization, and (3) a visualization representing blog theme evolution. Summaries based on large real-world blog datasets reveals interesting temporal characteristics for four blog types - personal blog, cooperative blog, power blog and spam blogs.
UR - http://www.scopus.com/inward/record.url?scp=46449093783&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=46449093783&partnerID=8YFLogxK
U2 - 10.1109/icme.2007.4284706
DO - 10.1109/icme.2007.4284706
M3 - Conference contribution
AN - SCOPUS:46449093783
SN - 1424410177
SN - 9781424410170
T3 - Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007
SP - 540
EP - 543
BT - Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007
PB - IEEE Computer Society
Y2 - 2 July 2007 through 5 July 2007
ER -