Skip to main content
  • 572 Accesses

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

eBook
USD 16.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. 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

    Article  MathSciNet  MATH  Google Scholar 

  2. 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

    Google Scholar 

  3. Donoho D (2006) Compressive sensing. IEEE Trans Inform Theory 52(4):1289–1306

    Article  MathSciNet  MATH  Google Scholar 

  4. Feng C, Valaee S, Tan Z (2009) Multiple target localization using compressive sensing. In: Proceedings of IEEE GLOBECOM’09, Hawaii

    Google Scholar 

  5. 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

    Google Scholar 

  6. 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

    Google Scholar 

  7. 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

    Google Scholar 

  8. 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

    Google Scholar 

  9. 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

    Google Scholar 

  10. 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

    Google Scholar 

  11. 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

    Google Scholar 

  12. 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

    Google Scholar 

  13. 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

    Google Scholar 

  14. 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

    Chapter  Google Scholar 

  15. Valdis K (2002) Uncloaking terrorist networks, vol 4. First Monday 7

    Google Scholar 

  16. White T, Chu W, Salehi-Abari A (2010) Media monitoring using social networks. In: IEEE second international conference on social computing, pp 661–668

    Google Scholar 

  17. 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

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints 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)

Publish with us

Policies and ethics