Skip to main content
SpringerLink
Log in

Context-Aware Agents for IoT Services

  • Conference paper
  • First Online:
Soft Computing and Signal Processing

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 900))

  • 812 Accesses

Abstract

Internet of things is assured that it is used to connect huge number of objects which are connected to Internet that can be embedded with sensor. Objects can connect and exchange the data. In this paper, we characterize a data representation (text, image) by using agent-based architecture that is enabled by the sensors to represent the data with resources which are used to make possible the resources to communicate with agents. Here agent is used to exchange the information form agent to applications (health care, logistics, transportation, etc.) then all the information will be stored in the cloud. IoT provides us lot of sensor data; however, the data by themselves do not provide value unless we can turn them into actionable or intelligence, contextualized information, so for that we will go for nature-inspired algorithm to get the better solution.

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

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 189.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 249.99
Price excludes VAT (USA)
  • Compact, lightweight 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. S. Gusmeroli, S. Haller, M. Harrison, K. Kalaboukas, M. Tomasella, O. Vermesan, K. Wouters, Vision and challenges for realizing the internet of things, in Proceedings of the 3rd STI Roadmapping Workshop, vol. 1 (2009). https://doi.org/10.2759/26127

  2. S. Sukode, P.S. Gite, H. Agrawal, Context aware framework in Iot: a survey. Int. J. Adv. Trends Comput. Sci. Eng. 4(1), 1–9 (2015)

    Google Scholar 

  3. B.N. Schilit, M.M. Theimer, Disseminating active mapinformation to mobile hosts. IEEE Netw. 8(5), 22–32 (1994). https://doi.org/10.1109/65.313011

    Article  Google Scholar 

  4. A.K. Dey, G.D. Abowd, Towards a better understanding of context and context-awareness. Comput. Syst. 40(3), 304–307 (1999). https://doi.org/10.1007/3-540-48157-5_29

    Article  Google Scholar 

  5. A.K. Dey, Understanding and using context. Pers. Ubiquit. Comput. 5(1), 4–7 (2001). https://doi.org/10.1007/s007790170019

    Article  Google Scholar 

  6. U. Alegre, J.C. Augusto, T. Clark, Engineering context-aware systems and applications: a survey. J. Syst. Softw. 117, 55–83 (2016)

    Article  Google Scholar 

  7. M. Baldauf, A survey on context-aware systems Schahram Dustdar * and Florian Rosenberg. Inf. Syst. 2(4) (2007)

    Article  Google Scholar 

  8. C. Perera, A. Zaslavsky, P. Christen, D. Georgakopoulos, CA4IOT: context awareness for internet of things, in Proceedings—2012 IEEE International Conference on Green Computing and Communications, GreenCom 2012, Conference on Internet of Things, iThings 2012 and Conference on Cyber, Physical and Social Computing, CPSCom 2012, pp. 775–782. https://doi.org/10.1109/GreenCom.2012.128

  9. C. Perera, A. Zaslavsky, C.H. Liu, M. Compton, P. Christen, D. Georgakopoulos, Sensor Search techniques for sensing as a service architecture for the internet of things, XX(Xx), 1–15 (2013). https://doi.org/10.1109/JSEN.2013.2282292

    Article  Google Scholar 

  10. R. Souza, J. Lopes, C. Geyer, C. Garcia, P. Davet, A. Yamin, Context awareness in UbiComp: an IoT oriented distributed architecture, in Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems, 2016–March, pp. 535–538 (2016). https://doi.org/10.1109/ICECS.2015.7440372

  11. A. Huertas Celdran, F.J. Garcia Clemente, M. Gil Perez, G. Martinez Perez, SeCoMan: a semantic-aware policy framework for developing privacy-preserving and context-aware smart applications. IEEE Syst. J. 10(3), 1111–1124 (2016). https://doi.org/10.1109/JSYST.2013.2297707

    Article  Google Scholar 

  12. J. Kang, S. Park, Context-aware services framework based on semantic web services for automatic discovery and integration of context. Int. J. Adv. Comput. Technol. (IJACT) 5 (2013). https://doi.org/10.4156/ijact.vol5.issue4.52

  13. P. Chamoso, F. Prieta, F. De Paz, F. De, J.M. Corchado, Distributed Computing and Artificial Intelligence, in 12th International Conference, vol. 373, pp. 21–30 (2015). https://doi.org/10.1007/978-3-319-19638-1

    Google Scholar 

  14. C. Zato, G. Villarrubia, A. Sánchez, I. Barri, E. Rubión, A. Fernández, C. Rebate, J.A. Cabo, T. Álamos, J. Sanz, J. Seco, J Bajo, J.M. Corchado, PANGEA—platform for Automatic construction of organizations of intelligent Agents, in Distributed Computing and Artificial Intelligence ed. by S. Omatu, J.F. Paz Santana, S.R. González, J.M. Molina, A.M. Bernardos, J.M.C. Rodríguez. AISC, vol. 151. (Springer, Heidelberg 2012), pp. 229–240

    Google Scholar 

  15. S. Rodriguez, V. Julián, J. Bajo, C. Carrascosa, V. Botti, J.M. Corchado, Agent-basedvirtual organization architecture. Eng. Appl. Artif. Intell. 24(5), 895–910 (2011)

    Article  Google Scholar 

  16. J. Bajo, J.A. Fraile, B. Pérez-Lancho, J.M. Corchado, The THOMAS architecture in home care scenarios: a case study. Expert Syst. Appl. 37(5), 3986–3999(2010)

    Article  Google Scholar 

  17. Y. Kaeri, C. Moulin, K. Sugawara, Y. Manabe, Agent-based system architecture supporting remote collaboration via an internet of multimedia things approach. IEEE Access 3536(c), 1–13 (2016). https://doi.org/10.1109/ACCESS.2018.2796307

    Article  Google Scholar 

  18. R. Angarita, M. Manouvrier, & M. Rukoz, An agent architecture to enable self-healing and context-aware web of things applications, in Proceedings of the International Conference on Internet of Things and Big Data, pp. 82–87 (2016). https://doi.org/10.5220/0005932200820087

  19. T. Shinozaki, T. Yamamoto, R. Knauf, IoT-aware Context Respectful Counseling Agent, pp. 4729–4736 (2016)

    Google Scholar 

  20. B. Twardowski, D. Ryzko, IoT and context-aware mobile recommendations using multi-agent systems, in 2015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), pp. 33–40 (2015). https://doi.org/10.1109/WI-IAT.2015.120

Download references

Author information

Authors and Affiliations

  1. School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, India

    K. Deeba & RA. K. Saravanaguru

Authors
  1. K. Deeba
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. RA. K. Saravanaguru
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to K. Deeba .

Editor information

Editors and Affiliations

  1. Department of Computer Science and Software Engineering, Monmouth University, West Long Branch, NJ, USA

    Jiacun Wang

  2. Department of Information Technology, National Institute of Technology Karnataka, Surathkal, Mangaluru, Karnataka, India

    G. Ram Mohana Reddy

  3. Department of Computer Science and Engineering, JNTUH College of Engineering Hyderabad, Hyderabad, Telangana, India

    V. Kamakshi Prasad

  4. Department of Electronics and Communication Engineering, Malla Reddy College of Engineering and Technology, Secunderabad, Telangana, India

    V. Sivakumar Reddy

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Deeba, K., Saravanaguru, R.K. (2019). Context-Aware Agents for IoT Services. In: Wang, J., Reddy, G., Prasad, V., Reddy, V. (eds) Soft Computing and Signal Processing . Advances in Intelligent Systems and Computing, vol 900. Springer, Singapore. https://doi.org/10.1007/978-981-13-3600-3_38

Download citation

Publish with us

Policies and ethics

Search

Navigation