Abstract
Social networks have undergone a dramatic growth in recent years. Such networks provide an extremely suitable space to instantly share multimedia information between individuals and their neighbours in the social graph. Social networks provide a powerful reflection of the structure, the dynamics of the society and the interaction of the Internet generation with both people and technology. Indeed, the dramatic growth of social multimedia and user generated content is revolutionizing all phases of the content value chain including production, processing, distribution and consumption. It also originated and brought to the multimedia sector a new underestimated and now critical aspect of science and technology, which is social interaction and networking. The importance of this new rapidly evolving research field is clearly evidenced by the many associated emerging technologies and applications, including (a) online content sharing services and communities, (b) multimedia communication over the Internet, (c) social multimedia search, (d) interactive services and entertainment, (e) health care and (f) security applications. It has generated a new research area called social multimedia computing, in which well-established computing and multimedia networking technologies are brought together with emerging social media research.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Candés E, Romberg J, Tao T (2006) Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. IEEE Trans Inform Theory 52:489–509
Conti M, Delmastro F, Passarella A (2009) Social-aware content sharing in opportunistic networks. In: 6th annual IEEE communications society conference on sensor, mesh and ad hoc communications and networks workshops, pp 1–3
Donoho D (2006) Compressive sensing. IEEE Trans Inform Theory 52(4):1289–1306
Feng C, Valaee S, Tan Z (2009) Multiple target localization using compressive sensing. In: Proceedings of IEEE GLOBECOM’09, Hawaii
Garcia-Ruiz MA, Martin MV, Ibrahim A, Edwards A, Aquino-Santos R (2009) Combating child exploitation in second life. In: IEEE international conference on science and technology for humanity, pp 761–766
Hegde N, Massoulié L, Viennot L (2013) Self-organizing flows in social networks. Structural information and communication complexity. Lecture notes in computer science, vol 8179. Springer, New York, pp 116–128
Jiao J, Yan J, Zhao H, Fan W (2009) Expertrank: an expert user ranking algorithm in online communities. In: International conference on new trends in information and service science, pp 674–679
Lampos V, Cristianini N (2010) Tracking the flu pandemic by monitoring the social web. In: International workshop on cognitive information processing (CIP), pp 411–416
Li G, Li H, Ming Z, Hong R, Tang S, Chua T (2010) Question answering over community contributed web video. Trans Multimedia 99, 17(4):46–57
Markines B, Cattuto C, Menczer F (2009) Social spam detection. In: Proceedings of the 5th ACM international workshop on adversarial information retrieval on the web, New York, pp 41–48
Prakash BA, Seshadri M, Sridharan A, Machiraju S, Faloutsos C (2009) Eigenspokes: surprising patterns and scalable community chipping in large graphs. In: IEEE international conference on data mining workshops (ICDMW), pp 290–295
Rodrigues EM, Milic-Frayling N, Fortuna B (2008) Social tagging behaviour in community-driven question answering. In: IEEE/WIC/ACM international conference on web intelligence and intelligent agent technology, pp 112–119
Sakaki T, Okazaki M, Matsuo Y (2010) Earthquake shakes twitter users: real-time event detection by social sensors. In: Proceedings of the 19th ACM international conference on world wide web (WWW’10), New York
Toninelli A, Pathak A, Issarny V (2011) Yarta: a middleware for managing mobile social ecosystems. In: International conference on grid and pervasive computing (GPC), Oulu, Finland, pp 209–220
Valdis K (2002) Uncloaking terrorist networks, vol 4. First Monday 7
White T, Chu W, Salehi-Abari A (2010) Media monitoring using social networks. In: IEEE second international conference on social computing, pp 661–668
Wiil UK, Gniadek J, Memon N (2010) Measuring link importance in terrorist networks. In: International conference on advances in social networks analysis and mining, pp 9–11
Author information
Authors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this chapter
Cite this chapter
Milioris, D. (2018). Introduction. In: Topic Detection and Classification in Social Networks. Springer, Cham. https://doi.org/10.1007/978-3-319-66414-9_1
Download citation
DOI: https://doi.org/10.1007/978-3-319-66414-9_1
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-66413-2
Online ISBN: 978-3-319-66414-9
eBook Packages: EngineeringEngineering (R0)