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Pervasive social context: Taxonomy and survey

Published:01 July 2013Publication History
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Abstract

As pervasive computing meets social networks, there is a fast growing research field called pervasive social computing. Applications in this area exploit the richness of information arising out of people using sensor-equipped pervasive devices in their everyday life combined with intense use of different social networking services. We call this set of information pervasive social context. We provide a taxonomy to classify pervasive social context along the dimensions space, time, people, and information source (STiPI) as well as commenting on the type and reason for creating such context. A survey of recent research shows the applicability and usefulness of the taxonomy in classifying and assessing applications and systems in the area of pervasive social computing. Finally, we present some research challenges in this area and illustrate how they affect the systems being surveyed.

References

  1. Adams, B., Phung, D., and Venkatesh, S. 2008. Sensing and using social context. ACM Trans. Multimedia Comput. Comm. Appl. 5, 11:1--11:27. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Aggrawal, C. C. and Abdelzaher, T. 2011. Integrating sensors and social networks. In Social Network Data Analytics. Springer.Google ScholarGoogle Scholar
  3. Aka-Aki Networks Gmb H. 2010. aka-aki. http://www.aka-aki.com/.Google ScholarGoogle Scholar
  4. Ankolekar, A., Szabo, G., Luon, Y., Huberman, B. A., Wilkinson, D., and Wu, F. 2009. Friendlee: A mobile application for your social life. In Proceedings of the 11th International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI'09). Google ScholarGoogle ScholarDigital LibraryDigital Library
  5. Anwar, Z., Yurcik, W., Pandey, V., Shankar, A., Gupta, I., and Campbell, R. H. 2005. Leveraging social-network infrastructure to improve peer-to-peer overlay performance: Results from Orkut. The Computing Research Repository (CoRR) abs/cs/0509095.Google ScholarGoogle Scholar
  6. Arikawa, M., Konomi, S., and Ohnishi, K. 2007. Navitime: Supporting pedestrian navigation in the real world. IEEE Pervas. Comput. 6, 3, 21--29. Google ScholarGoogle ScholarDigital LibraryDigital Library
  7. Asur, S. and Huberman, B. A. 2010. Predicting the future with social media. In Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT'10). IEEE Computer Society, 492--499. Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. Baqer, M. and Kamal, A. 2009. S-Sensors: Integrating physical world inputs with social networks using wireless sensor networks. In Proceedings of the 5th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP'09). 213--218.Google ScholarGoogle Scholar
  9. Beach, A., Gartrell, M., Akkala, S., Elston, J., Kelley, J., Nishimoto, K., Ray, B., Razgulin, S., S Undaresan, K., Surendar, B., Terada, M., and Han, R. 2008. WhozThat? Evolving an ecosystem for context-aware mobile social networks. IEEE Netw. 22, 4, 50--55. Google ScholarGoogle ScholarDigital LibraryDigital Library
  10. Bell, G. and Gemmell, J. 2009. Total Recall: How the E-Memory Revolution Will Change Everything. Dutton.Google ScholarGoogle Scholar
  11. Bonchi, F., Castillo, C., Gionis, A., and Jaimes, A. 2011. Social network analysis and mining for business applications. ACM Trans. Intell. Syst. Technol. 2, 3. Google ScholarGoogle ScholarDigital LibraryDigital Library
  12. Bottazzi, D., Montanari, R., and Toninelli, A. 2007. Context-aware middleware for anytime, any-where social networks. IEEE Intell. Syst. 22, 23--32. Google ScholarGoogle ScholarDigital LibraryDigital Library
  13. Chen, G. and Rahman, F. 2008. Analyzing privacy designs of mobile social networking applications. In Proceedings of the IEEE/IFIP International Conference on Embedded and Ubiquitous Computing (EUC'08). Google ScholarGoogle ScholarDigital LibraryDigital Library
  14. Clear, A. K., Holland, T., Dobson, S., Quigley, A., Shannon, R., and Nixon, P. 2010. Situvis: A sensor data analysis and abstraction tool for pervasive computing systems. Pervas. Mob. Comput. 6, 575--589. Google ScholarGoogle ScholarDigital LibraryDigital Library
  15. Crandall, D. J., Backstrom, L., H Uttenlocher, D., and Kleinberg, J. 2009. Mapping the world's photos. In Proceedings of the 18th International Conference on World Wide Web (WWW'09). Google ScholarGoogle ScholarDigital LibraryDigital Library
  16. Demirbas, M., Bayir, M. A., Akcora, C. G., Yilmaz, Y. S., and Ferhatosmanoglu, H. 2010. Crowd-sourced sensing and collaboration using twitter. In Proceedings of the IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM'10). Google ScholarGoogle ScholarDigital LibraryDigital Library
  17. Dey, A. K. 2001. Understanding and using context. Personal Ubiquit. Comput. J. 5, 1, 4--7. Google ScholarGoogle ScholarDigital LibraryDigital Library
  18. Eagle, N., Pentland, A. S., and Lazer, D. 2009. Inferring friendship network structure by using mobile phone data. Proc. Nat. Acad. Sci. Unit. States Amer. 106, 36, 15274--15278.Google ScholarGoogle ScholarCross RefCross Ref
  19. Endler, M., Skyrme, A., Schuster, D., and Springer, T. 2011. Defining situated social context for pervasive social computing. In Proceedings of the 2nd IEEE Workshop on Pervasive Collaboration and Social Networking (PerCol'11). IEEE.Google ScholarGoogle Scholar
  20. Ferrari, L., Mamei, M., and Zambonelli, F. 2011. All-about digital diaries: Opportunities and challenges. IEEE IT Prof. 13, 5, 37--43. Google ScholarGoogle ScholarDigital LibraryDigital Library
  21. Freyne, J., Brennan, A. J., Smyth, B., Byrne, D., Smeaton, A. F., and Jones, G. J. F. 2009. Automated murmurs: The social mobile tourist application. In Proceedings of the International Conference on Computational Science and Engineering (CSE'09). Google ScholarGoogle ScholarDigital LibraryDigital Library
  22. Fujisaka, T., Lee, R., and Sumiya, K. 2010. Detection of unusually crowded places through micro-blogging sites. In Proceedings of the IEEE 24th International Conference on Advanced Information Networking and Applications Workshops (WAINA'10). Google ScholarGoogle ScholarDigital LibraryDigital Library
  23. Gartrell, C. M. 2008. SocialAware: Context-aware multimedia presentation via mobile social networks. Masters thesis, Department of Computer Science, University of Colorado.Google ScholarGoogle Scholar
  24. Google. 2009. Google latitude. https://www.google.com/latitude/.Google ScholarGoogle Scholar
  25. Grob, R., Kuhn, M., Wattenhofer, R., and Wirz, M. 2009. Cluestr: Mobile social networking for enhanced group communication. In Proceedings of the ACM International Conference on Supporting Group Work (GROUP'09). Google ScholarGoogle ScholarDigital LibraryDigital Library
  26. Groh, G., Lehmann, A., Wang, T., Huber, S., and Hammer, F. 2010. Applications for social situation models. In Proceedings of the IADIS International Conference on Wireless Applications and Computing.Google ScholarGoogle Scholar
  27. Gupta, A., Kalra, A., Boston, D., and Borcea, C. 2009. MobiSoC: A middleware for mobile social computing applications. Mobile Netw. Appl. 14, 35--52. Google ScholarGoogle ScholarDigital LibraryDigital Library
  28. Huiyi, H. and Hung-Yuan, P. 2010. Use behaviors and website experiences of facebook community. In Proceedings of the International Conference on Electronics and Information Engineering (ICEIE).Google ScholarGoogle Scholar
  29. Ji, R., Xie, X., Yao, H., and Ma, W.-Y. 2009. Mining city landmarks from blogs by graph modeling. In Proceedings of the 17th ACM International Conference on Multimedia (MM'09). Google ScholarGoogle ScholarDigital LibraryDigital Library
  30. Jones, Q. and Grandhi, S. A. 2005. P3 Systems: Putting the place back into social networks. IEEE Internet Comput. 9, 38--46. Google ScholarGoogle ScholarDigital LibraryDigital Library
  31. Kim, S., Ko, D., and An, S. 2008. Geographical location based rfid tracking system. In Proceedings of the 9th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM'08). Google ScholarGoogle ScholarDigital LibraryDigital Library
  32. Kokku, R., Sundaresan, K., and Jiang, G. 2008. Enabling location specific real-time mobile applications. In Proceedings of the 3rd International Workshop on Mobility in the Evolving Internet Architecture (MobiArch'08). Google ScholarGoogle ScholarDigital LibraryDigital Library
  33. Lee, H.-C., Liu, C.-J., Yang, J., Huang, J.-T., Fang, Y.-M., Lee, B.-J., and King, C.-T. 2008. Using mobile wireless sensors for in-situ tracking of debris flows. In Proceedings of the 6th ACM Conference on Embedded Network Sensor Systems (SenSys'08). Google ScholarGoogle ScholarDigital LibraryDigital Library
  34. Li, K. A., Sohn, T. Y., Huang, S., and Griswold, W. G. 2008. Peopletones: A system for the detection and notification of buddy proximity on mobile phones. In Proceedings of the 6th International Conference on Mobile Systems, Applications, and Services (MobiSys'08). Google ScholarGoogle ScholarDigital LibraryDigital Library
  35. Linden, G., Smith, B., and York, J. 2003. Amazon.com recommendations: Item-to-item collaborative filtering. IEEE Internet Comput. 7, 1, 76--80. Google ScholarGoogle ScholarDigital LibraryDigital Library
  36. Lovett, T., O'Neill, E., Irwin, J., and Pollington, D. 2010. The calendar as a sensor: Analysis and improvement using data fusion with social networks and location. In Proceedings of the 12th ACM International Conference on Ubiquitous Computing (Ubicomp'10). Google ScholarGoogle ScholarDigital LibraryDigital Library
  37. Mamei, M., Rosi, A., and Zambonelli, F. 2010. Automatic analysis of geotagged photos for intelligent tourist services. In Proceedings of the 6th International Conference on Intelligent Environments (IE'10). Google ScholarGoogle ScholarDigital LibraryDigital Library
  38. Mehmood, R., Cerqueira, E., Piesiewicz, R., and Chlamtac, I. 2009. Challenges for mobile social networking applications. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering Series, vol., 16. Springer, 275--285.Google ScholarGoogle Scholar
  39. Memon, N., Xu, J. J. J., Hicks, D. L. L., Chen, H., Xu, J. J., and Hicks, D. L. 2010. Social network data mining: Research questions, techniques, and applications. Ann. Inf. Syst. 12, 1--7.Google ScholarGoogle ScholarCross RefCross Ref
  40. Mendoza, M., Poblete, B., and Castillo, C. 2010. Twitter under crisis: Can we trust what we RT? In Workshop on Social Media Analytics (SOMA'10). Google ScholarGoogle ScholarDigital LibraryDigital Library
  41. Miluzzo, E., Lane, N. D., Fodor, K., Peterson, R., Lu, H., Musolesi, M., Eisenman, S. B., Zheng, X., and Campbell, A. T. 2008. Sensing meets mobile social networks: The design, implementation and evaluation of the CenceMe application. In Proceedings of the 6th ACM Conference on Embedded Network Sensor Systems (SenSys'08). Google ScholarGoogle ScholarDigital LibraryDigital Library
  42. Min, Z., Wenfeng, L., Zhongyun, W., Bin, L., and Xia, R. 2007. A rfid-based material tracking information system. In Proceedings of the IEEE International Conference on Automation and Logistics (ICAL'07).Google ScholarGoogle Scholar
  43. Mokhtar, S. B. and Capra, L. 2009. From pervasive to social computing: Algorithms and deployments. In Proceedings of the International Conference on Pervasive Services (ICPS'09). Google ScholarGoogle ScholarDigital LibraryDigital Library
  44. Motani, M., Srinivasan, V., and Nuggehalli, P. S. 2005. PeopleNet: Engineering a wireless virtual social network. In Proceedings of the 11th Annual International Conference on Mobile Computing and Networking (MobiCom'05). Google ScholarGoogle ScholarDigital LibraryDigital Library
  45. Neisse, R., Wegdam, M., and Vansinderen, M. 2008. Trustworthiness and quality of context information. In Proceedings of the 9th International Conference for Young Computer Scientists (ICYCS'08). Google ScholarGoogle ScholarDigital LibraryDigital Library
  46. Olguin, D. O. and Pentland, A. S. 2008. Social sensors for automatic data collection. In Proceedings of the 14th Americas Conference on Information Systems (AMCIS'08).Google ScholarGoogle Scholar
  47. Patterson, D. J., Ding, X., Kaufman, S. J., Liu, K., and Zaldivar, A. 2009. An ecosystem for learning and using sensor-driven IM status messages. IEEE Pervas. Comput. 8, 4, 42--49. Google ScholarGoogle ScholarDigital LibraryDigital Library
  48. Pentland, A. S. 2005. Socially aware computation and communication. IEEE Comput. 38, 3, 33--40. Google ScholarGoogle ScholarDigital LibraryDigital Library
  49. Pietilainen, A.-K., Oliver, E., Lebrun, J., Varghese, G., and Diot, C. 2009. MobiClique: Middleware for mobile social networking. In Proceedings of the 2nd ACM Workshop on Online Social Networks (WOSN'09). Google ScholarGoogle ScholarDigital LibraryDigital Library
  50. Quan, H. 2011. Online social networks & social network services: A technical survey. In Pervasive Communication Handbook, CRC Press, Boca Raton, FL. 4.Google ScholarGoogle Scholar
  51. Rahman, M., El Saddik, A., and Gueaieb, W. 2010. Building dynamic social network from sensory data feed. IEEE Trans. Instrument. Measur. 59, 5, 1327--1341.Google ScholarGoogle ScholarCross RefCross Ref
  52. Rashid, O., Coulton, P., and Edwards, R. 2005. Implementing location based information/advertising for existing mobile phone users in indoor/urban environments. In Proceedings of the International Conference on Mobile Business (ICMB'05). Google ScholarGoogle ScholarDigital LibraryDigital Library
  53. Robu, V., Halpin, H., and Shepherd, H. 2009. Emergence of consensus and shared vocabularies in collaborative tagging systems. ACM Trans. Web 3, 14:1--14:34. Google ScholarGoogle ScholarDigital LibraryDigital Library
  54. Rosi, A., Mamei, M., Zambonelli, F., Dobson, S., Stevenson, G., and Ye, J. 2011. Social sensors and pervasive services: Approaches and perspectives. In Proceedings of the 2nd IEEE Workshop on Pervasive Collaboration and Social Networking (PerCol'11).Google ScholarGoogle Scholar
  55. Sakaki, T., Okazaki, M., and Matsuo, Y. 2010. Earthquake shakes twitter users: Real-time event detection by social sensors. In Proceedings of the 19th International Conference on World Wide Web (WWW'10). Google ScholarGoogle ScholarDigital LibraryDigital Library
  56. Shi, J., Zhang, R., Liu, Y., and Zhang, Y. 2010. Prisense: Privacy-preserving data aggregation in people-centric urban sensing systems. In Proceedings of the 29th IEEE Conference on Information Communications (INFOCOM'10). Google ScholarGoogle ScholarDigital LibraryDigital Library
  57. Tang, Y. 2009. Interactive pervasive wireless services over gprs and bluetooth. In Proceedings of the 8th International Conference on Dependable, Autonomic and Secure Computing (DASC'09). Google ScholarGoogle ScholarDigital LibraryDigital Library
  58. Toninelli, A., Pathak, A., Seyedi, A., Speicys Cardoso, R., and Issarny, V. 2010. Middleware support for mobile social ecosystems. In Proceedings of the 2nd IEEE International Workshop on Middleware Engineering (ME'10). Google ScholarGoogle ScholarDigital LibraryDigital Library
  59. Van Den Broeck, W., Cattuto, C., Barrat, A., Szomszor, M., Correndo, G., and A Lani, H. 2010. The live social semantics application: A platform for integrating face-to-face presence with on-line social networking. In Proceedings of the 1st International Workshop on Communication, Collaboration and Social Networking in Pervasive Computing Environments (PerCol'10).Google ScholarGoogle ScholarCross RefCross Ref
  60. Vinciarelli, A., Pantic, M., and Bourlard, H. 2009. Social signal processing: Survey of an emerging domain. Image Vis. Comput. 27, 12, 1743--1759. Google ScholarGoogle ScholarDigital LibraryDigital Library
  61. Viswanath, B., Mislove, A., Cha, M., and Gummadi, K. P. 2009. On the evolution of user interaction in Facebook. In Proceedings of the 2nd ACM Workshop on Online Social Networks (WOSN'09). Google ScholarGoogle ScholarDigital LibraryDigital Library
  62. Vonarb, M., Bader, M., Kuhn, M., and Wattenhofer, R. 2008. VENETA: Serverless friend-of-friend detection in mobile social networking. In Proceedings of the IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMOB'08). Google ScholarGoogle ScholarDigital LibraryDigital Library
  63. Werner-Allen, G., Lorincz, K., Welsh, M., Marcillo, O., Johnson, J., Ruiz, M., and Lees, J. 2006. Deploying a wireless sensor network on an active volcano. IEEE Internet Comput. 10, 18--25. Google ScholarGoogle ScholarDigital LibraryDigital Library
  64. Zhao, Q., Liu, T.-Y., Bhowmick, S. S., and Ma, W.-Y. 2006. Event detection from evolution of click-through data. In Proceedings of the 12th ACM International Conference on Knowledge Discovery and Data Mining (KDD'06). Google ScholarGoogle ScholarDigital LibraryDigital Library
  65. Zhdanova, A., Davies, M., Jorns, O., Stavroulaki, V., Demestichas, P., G Onzalez, M., Moessner, K., Carrez, F., Rajasekaran, H., and Iacono, L. 2008. MOSS: Mobile social spaces. In Proceedings of the 1st International Workshop on Blending Physical and Digital Spaces on the Internet (OneSpace2008) at the 1st Future Internet Symposium (FIS'08).Google ScholarGoogle Scholar
  66. Zhou, J., Sun, J., Athukorala, K., and Wijekoon, D. 2010. Pervasive social computing: Augmenting five facets of human intelligence. In Proceedings of the Conference on Ubiquitous Intelligence & Computing and 7th International Conference on Autonomic & Trusted Computing (UIC/ATC). Xian, Shaanxi. Google ScholarGoogle ScholarDigital LibraryDigital Library
  67. Ziv, N. and Mulloth, B. 2006. An exploration on mobile social networking: Dodgeball as a case in point. In Proceedings of the International Conference on Mobile Business (ICMB'06). Google ScholarGoogle ScholarDigital LibraryDigital Library

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      cover image ACM Transactions on Intelligent Systems and Technology
      ACM Transactions on Intelligent Systems and Technology  Volume 4, Issue 3
      Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
      June 2013
      435 pages
      ISSN:2157-6904
      EISSN:2157-6912
      DOI:10.1145/2483669
      Issue’s Table of Contents

      Copyright © 2013 ACM

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      Publication History

      • Published: 1 July 2013
      • Accepted: 1 December 2011
      • Revised: 1 November 2011
      • Received: 1 June 2011
      Published in tist Volume 4, Issue 3

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