Seeing the big picture from microblogs: Harnessing social signals for visual event summarization

International Conference on Intelligent User Interfaces, Proceedings IUI

Volumn 2015-January, Issue , 2015, Pages 62-66

  Xu, Jiejun ^a   Lu, Tsai Ching ^a  

^a Hughes Aircraft Co   (United States)

Author keywords

Crowdsourcing; Online social network; Tumblr; Visual event summarization

Indexed keywords

CROWDSOURCING; DATA SHARING; GRAPH THEORY; GRAPHIC METHODS; SOCIAL NETWORKING (ONLINE);

GRAPH BASED RANKINGS; GRAPH REPRESENTATION; HETEROGENEOUS NODES; MICRO-BLOGGING PLATFORMS; ON-LINE SOCIAL NETWORKS; ONLINE SOCIAL MEDIAS; TUMBLR; VISUAL EVENT SUMMARIZATION;

USER INTERFACES;

EID: 84939630367     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2678025.2701385     Document Type: Conference Paper

References (20)

1. Tumblr Data - Gnip. https://gnip. com/sources/tumblr/, 2014.
2. Cao, L., Luo, J., Gallagher, A. C., Jin, X., Han, J., and Huang, T. S. A worldwide tourism recommendation system based on geotaggedweb photos. In ICASSP (2010), 2274-2277.
3. Chakrabarti, D., and Punera, K. Event summarization using tweets. In ICWSM (2011).
4. Chua, F. C. T., and Asur, S. Automatic summarization of events from social media. In ICWSM (2013).
5. Gao, H., Barbier, G., and Goolsby, R. Harnessing the crowdsourcing power of social media for disaster relief. IEEE Intelligent Systems 26, 3(May 2011), 10-14.
6. Hua, T., Lu, C.-T., Ramakrishnan, N., Chen, F., Arredondo, J., Mares, D., and Summers, K. M. Analyzing civil unrest through social media. IEEE Computer 46, 12(2013), 80-84.
7. Kennedy, L., Naaman, M., Ahern, S., Nair, R., and Rattenbury, T. How flickr helps us make sense of the world: context and content in community-contributed media collections. In ACM Multimedia (2007).
8. Lee, J. H. Crowdsourcing music similarity judgments using mechanical turk. In ISMIR (2010), 183-188.
9. Meng, X., Wei, F., Liu, X., Zhou, M., Li, S., and Wang, H. Entity-centric topic-oriented opinion summarization in twitter. In KDD, ACM (2012), 379-387.
10. Nichols, J., Mahmud, J., and Drews, C. Summarizing sporting events using twitter. In IUI, ACM (2012), 189-198.
11. Pang, Y., Hao, Q., Yuan, Y., Hu, T., Cai, R., and Zhang, L. Summarizing tourist destinations by mining user-generated travelogues and photos. Computer Vision and Image Understanding 115, 3(2011), 352-363.
12. Rudinac, S., Hanjalic, A., and Larson, M. Finding representative and diverse community contributed images to create visual summaries of geographic areas. In ACM Multimedia (2011).
13. Sharifi, B., Hutton, M.-A., and Kalita, J. Summarizing microblogs automatically. HLT'10, Association for Computational Linguistics (2010), 685-688.
14. Signorini, A., Segre, A. M., and Polgreen, P. M. The use of twitter to track levels of disease activity and public concern in the u.s. during the influenza a h1n1 pandemic. PLoS ONE 6, 5(05 2011), e19467.
15. Wang, Z., Cui, P., Xie, L., Chen, H., Zhu, W., and Yang, S. Analyzing social media via event facets. In Proceedings of the 20th ACM International Conference on Multimedia, MM'12, ACM (New York, NY, USA, 2012), 1359-1360.
16. Xu, J., Compton, R., Lu, T.-C., and Allen, D. Rolling through tumblr: Characterizing behavioral patterns of the microblogging platform. In ACM Web Science (2014).
17. Xu, J., Lu, T.-C., Compton, R., and Allen, D. Civil unrest prediction: A tumblr-based exploration. In SBP (2014).
18. Yang, X., Ghoting, A., Ruan, Y., and Parthasarathy, S. A framework for summarizing and analyzing twitter feeds. In KDD, ACM (2012), 370-378.
19. Yin, W., Mei, T., and Chen, C. W. Automatic generation of social media snippets for mobile browsing. In ACM Multimedia (New York, NY, USA, 2013).
20. Zhou, D., Weston, J., Gretton, A., Bousquet, O., and Schölkopf, B. Ranking on data manifolds. In Neural Information Processing Systems (NIPS) (2003).