Abstract
Context-awareness is a vital character of IoT and pervasive systems, helping to understand user needs with minimum human intervention. Furthermore, the context-awareness must be completed with Intentionality to improve the accuracy of delivering suitable service for a user. Most proposed approaches focus on the context’s static nature but don’t give enough importance to the user’s intention and context’s dynamic nature. Then bringing Intentionality to context-awareness methods is an open-ended research topic with many challenges and opportunities for innovation. The key issue of our research is enhancing the relationship between the user’s context and intention based on a situation-centered approach. This paper proposes a situation-centric meta model by providing practitioners with architecture to develop a context-sensitive intentional service, improving the relationship between the user’s context and the intention. An illustrative example is provided to explain the proposed architecture using E-tourism as a case study.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Abowd, G.D., Dey, A.K., Brown, P.J., Davies, N., Smith, M., Steggles, P.: Towards a better understanding of context and context-awareness. In: Gellersen, H.-W. (ed.) HUC 1999. LNCS, vol. 1707, pp. 304–307. Springer, Heidelberg (1999). https://doi.org/10.1007/3-540-48157-5_29
Bresciani, P., Perini, A., Giorgini, P., Giunchiglia, F., Mylopoulos, J.: Tropos: an agent-oriented software development methodology. Auton. Agent. Multi-Agent Syst. 8, 203–236 (2004). https://doi.org/10.1023/B:AGNT.0000018806.20944.ef
Chang, C.K., Jiang, H., Ming, H., Oyama, K.: Situ: A situation-theoretic approach to context-aware service evolution. IEEE Trans Serv Comput 2, 261–275 (2009). https://doi.org/10.1109/TSC.2009.21
Dardenne, A., van Lamsweerde, A., Fickas, S.: Goal-directed requirements acquisition. Sci. Comput. Program. 20, 3–50 (1993). https://doi.org/10.1016/0167-6423(93)90021-G
Dey, A.K.: Understanding and using context. Pers. Ubiquit. Comput. 5, 4–7 (2001). https://doi.org/10.1007/s007790170019
Fki, E., Tazi, S., Drira, K.: Automated and flexible composition based on abstract services for a better adaptation to user intentions. Futur. Gener. Comput. Syst. 68, 376–390 (2017). https://doi.org/10.1016/j.future.2016.07.008
Ghasemi, M., Amyot, D.: From event logs to goals: a systematic literature review of goal-oriented process mining. Requirements Eng. 25(1), 67–93 (2019). https://doi.org/10.1007/s00766-018-00308-3
Hajer, B., Arwa, B., Lobna, H., Khaled, G.: Intention mining data preprocessing based on multi-agents system. Procedia Comput. Sci. 176, 888–897 (2020). https://doi.org/10.1016/j.procs.2020.09.084
Horkoff, J., et al.: Goal-oriented requirements engineering: an extended systematic mapping study. Requirements Eng. 24(2), 133–160 (2017). https://doi.org/10.1007/s00766-017-0280-z
Jackson, M.J.: Software Requirements and Specifications: a Lexicon of Practice, Principles, and Prejudices. ACM Press ; Addison-Wesley Pub. Co, New York : Wokingham, England ; Reading, Mass (1995)
Lee, W.-P., Lee, K.-H.: Making smartphone service recommendations by predicting users’ intentions: A context-aware approach. Inf. Sci. 277, 21–35 (2014). https://doi.org/10.1016/j.ins.2014.04.033
Liu, C.: Examining effects of context-awareness on ambient intelligence of logistics service quality: user awareness compatibility as a moderator, 8 (2018)
Mirbel, I., Crescenzo, P.: Improving collaborations in neuroscientist community. In: 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology. IEEE, Milan, Italy, pp 567–570 (2009)
Najar, S., Pinheiro, M,K., Souveyet, C.: A context-aware intentional service prediction mechanism in PIS. In: 2014 IEEE International Conference on Web Services. IEEE, Anchorage, pp. 662–669 (2014)
Prat, N.: Goal Formalisation and Classification for Requirements Engineering, pp. 145–156. Barcelena, Spain (1997)
Prat, N.: Goal formalization and classification for requirements engineering, fifteen years later. In: IEEE 7th International Conference on Research Challenges in Information Science (RCIS). IEEE, Paris, France, pp. 1–12 (2013)
Rolland, C.: Capturing system intentionality with maps. In: Krogstie, J., Opdahl, A.L., Brinkkemper, S. (eds.) Conceptual Modelling in Information Systems Engineering, pp. 141–158. Springer, Berlin Heidelberg (2007)
Kaabi, R.S.: A methodological approach for modeling and operationalzing intentional services. Paris 1 La Sorbonne University (2007)
Shimada, H., Nakagawa, H., Tsuchiya, T.: Constructing a goal model from requirements descriptions based on extraction rules. In: Kamalrudin, M., Ahmad, S., Ikram, N. (eds.) APRES 2017. CCIS, vol. 809, pp. 175–188. Springer, Singapore (2018). https://doi.org/10.1007/978-981-10-7796-8_14
da Silva Santos, L.O.B., Guizzardi, G., Pires, L.F., van Sinderen, M.: From user goals to service discovery and composition. In: Heuser, C.A., Pernul, G. (eds.) ER 2009. LNCS, vol. 5833, pp. 265–274. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-642-04947-7_32
Van Lamsweerde, A.: Goal-oriented requirements engineering: a guided tour. In: Proceedings fifth IEEE International Symposium on Requirements Engineering. IEEE, pp 249–262 (2001)
Weiser, M.: The Computer for the 21st Century. SIGMOBILE Mob. Comput. Commun. Rev. 3, 3–11 (1999). https://doi.org/10.1145/329124.329126
Xie, H.: Observable context-based user intention specification in context-aware environments. In: 2011 IEEE 35th Annual Computer Software and Applications Conference. IEEE, Munich, Germany, pp. 712–715 (2011)
Yu, E.S.K.: Towards modelling and reasoning support for early-phase requirements engineering. In: Proceedings of ISRE 1997: 3rd IEEE International Symposium on Requirements Engineering, pp 226–235. IEEE Computer Science Press, Annapolis (1997)
Yu, W., Yu, M., Zhao, T., Jiang, M.: Identifying Referential Intention with Heterogeneous Contexts. New York, pp. 962–972 (2020)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Choukri, I., Guermah, H., Nassar, M. (2022). Towards a Generic Architecture of Context-Aware and Intentional System. In: Lazaar, M., Duvallet, C., Touhafi, A., Al Achhab, M. (eds) Proceedings of the 5th International Conference on Big Data and Internet of Things. BDIoT 2021. Lecture Notes in Networks and Systems, vol 489. Springer, Cham. https://doi.org/10.1007/978-3-031-07969-6_21
Download citation
DOI: https://doi.org/10.1007/978-3-031-07969-6_21
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-07968-9
Online ISBN: 978-3-031-07969-6
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)