Abstract
Social media sites like Flickr, Twitter, YouTube, and Facebook are more and more flourishing with user-thrown pieces like videos, photographs, and multimedia content. Information about the real-world events are made available in social media. Problem arises when people search for multimedia content and extract information from the huge data. Usually, users are interested in gathering information about social events which may be a game, a conference, dance show, music concert, etc. Automatic event detection is one of the interesting subproblems. Our proposed methodology uses the context allied with social media content, the user-provided tags, and significant terms for each event from the Internet as features for event detection. Our proposed method groups the images to events simultaneously.
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References
Berner, M., Izquierdo, E.: Mediaeval benchmark: social event detection in collaborative photo colletions. In: CEUR Proceedings of the MediaEval (2011)
Morchid, M., Linares, G.: Mediaeval benchmark: social event detection using LDA and external resources. In: CEUR Proceedings of the MediaEval (2011)
Rabbath, M., Sandhaus, P., Boll, S.: Large scale flexible event-based clustering from photos in social media. In: ICIMCS (2011)
Firan, C.S., Georgescu, M., Nejdl, W., Paiu, R.: Bringing order to your photos: Event-Driven classification of Flickr images based on social knowledge. In: CIKM (2010)
Rabbath, M., Sandhaus, P., Boll, S.: Automatic creation of photo books from stories in Social Media. In: Proceeding of 18th International Conference on Multimedia. ACM SIGMM workshop on social media (2010)
Papadopoulos, S., Zigkolis, C., Kompatsiaris, Y., Vakali, A.: Cluster-based landmark and event detection on tagged photo collections. IEEE Multimedia (2011)
Becker, H., Naaman, M., Gravano, L.: Event identification in social media. In: WebDB (2009)
Ratternbury, T., Good, N., Naaman, M.: Towards automatic extraction of event and place semantics from Flickr tags. In: SIGIR (2007)
Chen, L., Roy, A.: Event detection from Flickr data through wavelet-based spatial analysis. In: CIKM (2009)
Mei, T., Wang, B., Hua, X., Zhou, H., Li, S.: Probabilistic multimodality fusion for event based home photo clustering. In: ICME (2006)
Fung, G.P.C., Yu, J.X., Yu, P.S., Lu, H.: Parameter free bursty events detection in text streams. In: VLDB (2005)
Papadopoulos, S., Schinas, E., Mezaris, V., Troncy, R., Kompatsiaris, I.: Social event detection at MediaEval 2012: challenges, dataset and evaluation. In: MediaEval 2012 Workshop, Pisa, Italy, 4–5 Oct 2012
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Sheba, S., Ramadoss, B., Balasundaram, S.R. (2014). Event Detection Refinement Using External Tags for Flickr Collections. In: Mohapatra, D.P., Patnaik, S. (eds) Intelligent Computing, Networking, and Informatics. Advances in Intelligent Systems and Computing, vol 243. Springer, New Delhi. https://doi.org/10.1007/978-81-322-1665-0_35
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DOI: https://doi.org/10.1007/978-81-322-1665-0_35
Publisher Name: Springer, New Delhi
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