Abstract
Nowadays Smart systems have become commonplace in our lives: domotics, social networks, automotive, smart application, virtual reality are having each time more and more users. One recent example of smart spaces can be found in domains like cultural heritages sites, museums or libraries where the use of new technologies grows up fast, namely, distributed sensors networks, virtual reality and smart systems are now being widely used to aid in preserving archaeological findings and sites as well as to enhancing presentation of cultural heritage assets. This work focuses on a problem that face the visitors at all large museums and ruins: the problem of scheduling tours depending on users preferences and on the time they can reserve for their visit. In particular, in museums and sites with a large number of visitors, the problem of queues to access to particular areas is also well-known. Sometimes waiting times are so high that visitors are not able to end their tours in time. In this work we present a modeling methodology and a planning technique able to redirect visitors tours in order to optimize their experiences within the desired available time. In addition, the system is able to face security and safety problems, providing a mean to redirect users to safe areas in case of emergency problems.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
- 2.
We performed experiments on a Quad Core i7 4800 CPU with 4 Gbytes RAM.
References
Culberson, J.C., Schaeffer, J.: Pattern databases. Comput. Intell. 14(3), 318–334 (1998)
Hoffmann, J., Nebel, B.: The FF planning system: fast plan generation through heuristic search. J. Artif. Intell. Res. 14, 253–302 (2001)
Zhou, R., Hansen, E.A.: Breadth-first heuristic search. Artif. Intell. 170(4), 385–408 (2006)
Haslum, P., Geffner, H.: Heuristic planning with time and resources. In: Sixth European Conference on Planning (2014)
Baier, J.A., Bacchus, F., McIlraith, S.A.: A heuristic search approach to planning with temporally extended preferences. Artif. Intell. 173(5), 593–618 (2009)
Nishimura, M., Nishino, H., Kagawa, T.: A digital contents management system using a real booklet interface with augmented reality. Int. J. Space-Based Situat. Comput. 4(3–4), 194–202 (2014)
French, T., Bessis, N., Xhafa, F., Maple, C.: Towards a corporate governance trust agent scoring model for collaborative virtual organisations. Int. J. Grid Util. Comput. 2(2), 98–108 (2011)
Higashino, M., Hayakawa, T., Takahashi, K., Kawamura, T., Sugahara, K.: Management of streaming multimedia content using mobile agent technology on pure P2P-based distributed e-learning system. Int. J. Grid Utility Comput. 26 5(3), 198–204 (2014)
Rintanen, J., Heljanko, K., Niemelä, I.: Planning as satisfiability: parallel plans and algorithms for plan search. Artif. Intell. 170(12), 1031–1080 (2006)
Kolodziej, J., Xhafa, F.: Supporting situated computing with intelligent multi-agent systems. Int. J. Space-Based Situat. Comput. 1(1), 30–42 (2011)
Fikes, R.E., Nilsson, N.J.: STRIPS: a new approach to the application of theorem proving to problem solving. Artif. Intell. 2(3), 189–208 (1972)
Burfoot, D., Pineau, J., Dudek, G.: RRT-plan: a randomized algorithm for strips planning. In: ICAPS, pp. 362–365 (2006)
Behrmann, G., David, A., Larsen, K.G., Pettersson, P., Yi, W.: Developing UPPAAL over 15 years. Softw. Pract. Exp. 41(2), 133–142 (2011)
Amato, F., Barbareschi, M., Casola, V., Mazzeo, A.: An FPGA-based smart classifier for decision support systems. Stud. Comput. Intell. 511, 289–299 (2014)
Amato, F., Mazzeo, A., Moscato, V., Picariello, A.: A framework for semantic interoperability over the cloud. In: Proceedings - 27th International Conference on Advanced Information Networking and Applications Workshops, WAINA 2013, pp. 1259–1264 (2013)
Wooldridge, M.: Agent-based software engineering. IEE Proc. Softw. Eng. 144(1), 26–37 (1997)
Moscato, F., Amato, F., Amato, A., Aversa, R.: Model-driven engineering of cloud components in metamorp(h)osy. Int. J. Grid Util. Comput. 5(2), 107–122 (2014)
Di Lorenzo, G., Mazzocca, N., Moscato, F., Vittorini, V.: Towards semantics driven generation of executable web services compositions. J. Softw. 2(5), 1–15 (2007)
Di Lorenzo, G., Moscato, F., Mazzocca, N., Vittorini, V.: Automatic analysis of control flow in web services composition processes. In: Proceedings - 15th EUROMICRO International Conference on Parallel, Distributed and Network-Based Processing, PDP 2007, pp. 299–306 (2007)
Moscato, F.: Model driven engineering and verification of composite cloud services in metamorp(h)osy. In: Proceedings - 2014 International Conference on Intelligent Networking and Collaborative Systems, IEEE INCoS 2014, pp. 635–640 (2014)
Spaho, E., Barolli, L., Mino, G., Xhafa, F., Kolici, V.: Vanet simulators: a survey on mobility and routing protocols. In: Proceedings - 2011 International Conference on Broadband and Wireless Computing, Communication and Applications, BWCCA 2011, pp. 1–10 (2011)
Balzano, W., Murano, A., Vitale, F.: V2V-EN – Vehicle-2-Vehicle elastic network. Procedia Comput. Sci. 58, 497–502 (2016)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this paper
Cite this paper
Amato, F., Mazzocca, N., Moscato, F., Xhafa, F. (2018). Multi-agent Collaborative Planning in Smart Environments. In: Barolli, L., Woungang, I., Hussain, O. (eds) Advances in Intelligent Networking and Collaborative Systems. INCoS 2017. Lecture Notes on Data Engineering and Communications Technologies, vol 8. Springer, Cham. https://doi.org/10.1007/978-3-319-65636-6_22
Download citation
DOI: https://doi.org/10.1007/978-3-319-65636-6_22
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-65635-9
Online ISBN: 978-3-319-65636-6
eBook Packages: EngineeringEngineering (R0)