Skip to main content

Towards Well-Founded and Richer Context-Awareness Conceptual Models

  • Conference paper
  • First Online:
Book cover Business Modeling and Software Design (BMSD 2021)

Part of the book series: Lecture Notes in Business Information Processing ((LNBIP,volume 422))

Included in the following conference series:

Abstract

We observe that context-aware systems currently developed in one domain or another are mostly technology-driven, and not so much user-centric. They are often not based on a thorough analysis of the effects they produce when interacting with their context, especially regarding the contribution of these effects to user needs. We argue that a conceptual framework is needed to support such analyses. In this paper we identify the concepts necessary to define important structural aspects of a context-aware system and its context, and to formulate generalizations about effects of the interaction of the context-aware system and its context related to user needs. Using this conceptual framework, we classify context-aware systems in terms of the kinds of context assumptions that we can make at design time, and we discuss several threats to validity of a context-aware system. We believe that the proposed conceptual framework can help to better assess the utility concerning a context-aware system design. We use various examples of context-aware applications to illustrate our ideas.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
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. Dey, A., Abowd, G., Salber, D.: A conceptual framework and a toolkit for supporting the rapid prototyping of context-aware applications. Hum.-Comput. Interact. 16(2), 97–166 (2001)

    Article  Google Scholar 

  2. Krejcar, O.: Benefits of building information system with wireless connected mobile device - PDPT framework. In: Proceedings of International Conference on Portable Information Devices, Orlando, FL, USA. IEEE (2007)

    Google Scholar 

  3. Calvagna, A., Morabito, G., Pappalardo, A.: WiFi mobility framework supporting GPRS roaming: design and implementation. In Proceedings of International Conference on Communications, Anchorage, AK, USA. IEEE (2003)

    Google Scholar 

  4. Kopják, J., Sebestyén, G.: Comparison of data collecting methods in wireless mesh sensor networks. In: IEEE 16th World Symposium on Applied Machine Intelligence and Informatics (SAMI), Kosice and Her-lany, Slovakia (2018)

    Google Scholar 

  5. Shishkov, B., van Sinderen, M.: From user context states to context-aware applications. In: Filipe, J., Cordeiro, J., Cardoso, J. (eds.) ICEIS 2007. LNBIP, vol. 12, pp. 225–239. Springer, Heidelberg (2008). https://doi.org/10.1007/978-3-540-88710-2_18

    Chapter  Google Scholar 

  6. Zhao, Z., Gao, C., Duan, F.: A survey on autonomic computing research. In: Proceedings of Asia-Pacific Conference on Computational Intelligence and Industrial Applications (PACIIA), Wuhan, China. IEEE (2009)

    Google Scholar 

  7. Friedman, B., Hendry, D.G., Borning, A.: A survey of salue sensitive design methods. In: A Survey of Value Sensitive Design Methods, 1, Now Foundations and Trends (2009)

    Google Scholar 

  8. Van den Hoven, J.: Value sensitive design and responsible innovation. In: Owen, R., Bessant, J., Heintz, M. (eds.) Responsible Innovation: Managing the Responsible Emergence of Science and Innovation in Society. Wiley, Hoboken (2013)

    Google Scholar 

  9. Shishkov, B., Larsen, J.B., Warnier, M., Janssen, M.: Three categories of context-aware systems. In: Shishkov, B. (ed.) BMSD 2018. LNBIP, vol. 319, pp. 185–202. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-94214-8_12

    Chapter  Google Scholar 

  10. Hopkins, P.: Fundamentals of Risk Management - Understanding, Evaluating, and Implementing Effective Risk Management. IRM (2012)

    Google Scholar 

  11. Ali, H.O., Rozan, M.Z.A., Sharif, A.M.: Identifying challenges of change impact analysis for software projects. In: Proceedings of International Conference on Innovation Management and Technology Research, Malacca, Malaysia. IEEE (2012)

    Google Scholar 

  12. Wegdam, M.: AWARENESS: a project on context AWARE mobile NEtworks and ServiceS. In: Proceedings of 14th Mobile & Wireless Communications Summit. EURASIP (2005)

    Google Scholar 

  13. Shishkov, B., Hristozov, S., Verbraeck, A.: Improving resilience using drones for effective monitoring after disruptive events. In: Proceedings of 9th International Conference on Telecommunications and Remote Sensing (ICTRS 2020). Association for Computing Machinery, New York (2020)

    Google Scholar 

  14. Silvander, J.: On context frames and their implementations. In: Shishkov, B. (ed.) Business Modeling and Software Design. BMSD 2021. LNBIP, vol. 422. Springer, Cham (2021)

    Google Scholar 

  15. Shishkov, B.: Tuning the behavior of context-aware applications. In: Shishkov, B. (ed.) Business Modeling and Software Design BMSD 2019. LNBIP, vol 356, pp. 134–152. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-24854-3_9

    Chapter  Google Scholar 

  16. Shishkov, B.: Designing Enterprise Information Systems Merging Enterprise Modeling and Software Specification. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-22441-7

    Book  Google Scholar 

  17. Bunge, M.A.: Treatise on Basic Philosophy. A World of Systems, vol. 4. D. Reidel Publishing Company, Dordrecht (1979)

    Book  Google Scholar 

  18. Shishkov, B., Mendling, J.: Business process variability and public values. In: Shishkov, B. (ed.) BMSD 2018. LNBIP, vol 319, pp. 401–411. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-94214-8_31

    Chapter  Google Scholar 

  19. Dey, A.K., Newberger, A.: Support for context-aware intelligibility and control. In: Proceedings of SIGCHI Conference on Human Factors in Computing Systems. ACM, USA (2009)

    Google Scholar 

  20. Bosems, S., van Sinderen, M.: Models in the design of context-aware well-being applications. In: Meersman, R., et al. (eds.) OTM 2014. LNCS, vol. 8842, pp. 37–42. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-662-45550-0_6

    Chapter  Google Scholar 

  21. Cano, J., Delaval, G., Rutten, E.: Coordination of ECA rules by verification and control. In: Kühn, E., Pugliese, R. (eds.) COORDINATION 2014. LNCS, vol. 8459, pp. 33–48. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-662-43376-8_3

    Chapter  Google Scholar 

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

    Article  Google Scholar 

  23. Alférez, G.H., Pelechano, V.: Context-aware autonomous web services in software product lines. In: Proceedings of 15th International SPLC Conference. IEEE, CA, USA (2011)

    Google Scholar 

  24. Abeywickrama, D.B., Ramakrishnan, S.: Context-aware services engineering: models, transformations, and verification. ACM Trans. Internet Technol. J. 11(3), Article 10 (2011)

    Google Scholar 

  25. Borissova, D., Cvetkova, P., Garvanov, I., Garvanova, M.: A framework of business intelligence system for decision making in efficiency management. In: Saeed, K., Dvorský, J. (eds.) CISIM 2020. LNCS, vol. 12133, pp. 111–121. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-47679-3_10

  26. Garvanova, M., Garvanov, I., Kashukeev, I.: Business processes and the safety of stakeholders: considering the electromagnetic pollution. In: Shishkov, B. (ed.) BMSD 2020. LNBIP, vol. 391, pp. 386–393. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-52306-0_28

    Chapter  Google Scholar 

  27. Dimitrova, Z., Dimitrov, V., Borissova, D., Garvanov, I., Garvanova, M.: Two-stage search-based approach for determination and sorting of mountain hiking routes using directed weighted multigraph. Cybern. Inf. Technol. 20(6), 28–39 (2020). Print ISSN 1311-9702, Online ISSN 1314-4081. https://doi.org/10.2478/cait-2020-0058

  28. Schilit, B., Adams, N., Want, R.: Context-aware computing applications. In: First Workshop on Mobile Computing Systems and Applications, pp. 85–90. IEEE (1994)

    Google Scholar 

  29. Harter, A., Hopper, A., Steggles, P., Ward, A., Webster, P.: The anatomy of a context-aware application. Wirel. Netw. 8, 187–197 (2002)

    Article  Google Scholar 

  30. Dey, A.K.: Context-aware computing: the CyberDesk project. In: AAAI Spring Symposium on Intelligent Environments, AAAI Technical Report SS-88-02, pp. 51–54 (1998)

    Google Scholar 

  31. Abecker, A., Bernardi, A., Hinkelmann, K., et al.: Context-aware, proactive delivery of task-specific information: the knowmore project. Inf. Syst. Front. 2, 253–276 (2000)

    Article  Google Scholar 

  32. van Sinderen, M., van Halteren, A., Wegdam, M., et al.: Supporting context-aware mobile applications: an infrastructure approach. IEEE Commun. Mag. 44(9), 96–104 (2006)

    Article  Google Scholar 

  33. Chaari, T., Laforest, F., Celentano, A.: Adaptation in context-aware pervasive information systems: the SECAS project. Int. J. Perv. Comput. Commun. 3(4), 400–425 (2007)

    Google Scholar 

  34. Kegel, R.H.P., van Sinderen, M., Wieringa, R.J.: Towards more individualized interfaces: automating the assessment of computer literacy. In Proceedings of 7th International Workshop on Behavior Change Support Systems, BCSS@PERSUASIVE 2019, CEUR Workshop Proceedings, vol. 2340. CEUR-WS.org (2019)

    Google Scholar 

  35. Sun, D., Paredes, P., Canny, J.: MouStress: detecting stress from mouse motion. In: Proceedings of SIGCHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, New York (2014)

    Google Scholar 

  36. Pawar, P., Van Beijnum, B., Hermens, H., Konstantas, D.: Analysis of context-aware network selection schemes for power savings. In Proceedings of Asia-Pacific Services Computing Conference, pp. 587–594. IEEE (2008)

    Google Scholar 

  37. Van Engelenburg, S.: Designing context-aware architectures for business-to-government information sharing. Ph.D. thesis. TU Delft Press (2019)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Boris Shishkov .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Shishkov, B., van Sinderen, M. (2021). Towards Well-Founded and Richer Context-Awareness Conceptual Models. In: Shishkov, B. (eds) Business Modeling and Software Design. BMSD 2021. Lecture Notes in Business Information Processing, vol 422. Springer, Cham. https://doi.org/10.1007/978-3-030-79976-2_7

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-79976-2_7

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-79975-5

  • Online ISBN: 978-3-030-79976-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics