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Where to Find Help When You Are in an Emergency?

HelpMe: A Guidance System for Self-rescue

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 8597))

Abstract

A variety of emergency situations may occur around us at any time in our daily life, especially in an unfamiliar place. For example, a tourist may seek medical treatment for an accidental wound or encounter a problem like running out of gasoline, raising the urgent requirements where to find specific services nearby for help. In this paper, we develop a guidance system, HelpMe, benefiting the mobile-phone user with self-rescue instructions when needed. HelpMe provides reasonable instructions by leveraging the urban transportation patterns discovered from massive historical trajectories of vehicles and an efficient route planning algorithm based on these patterns. Within the process of route planning, HelpMe introduces a novel reach-time-cost model to sort out the candidates of emergency service spots, such as hospital, police station and gas station and so on, as well as the fastest way to the destination. Capturing the current locations from a mobile phone, HelpMe can suggest the phone user where to find secured transport assurance with the highest probability and automatically guide you to the destination by the fastest route. Our experiments have revealed satisfactory conclusions and demonstrated the effectiveness of our system.

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References

  1. Yu, J., Pande, A., Ali, N., Dixit, V., Edwards, F.: Routing strategies for emergency management decision support systems during evacuation. J. Transp. Saf. Secur. (2013)

    Google Scholar 

  2. Kongjin, Z., Lizhong, Y.: Comparative study of evacuation efficiency using stairs and elevators in high-rise buildings. J. Appl. Fire Sci. 23, 105–113 (2013)

    Article  Google Scholar 

  3. Shang, S., Ding, R., Yuan, B., Xie, K., Zheng, K., Kalnis, P.: User oriented trajectory search for trip recommendation. In: Proceedings of the 15th International Conference on Extending Database Technology, pp. 156–167. ACM (2012)

    Google Scholar 

  4. Sun, Y., Fan, H., Bakillah, M., Zipf, A: Road-based travel recommendation using geo-tagged images. Comput. Environ. Urban Syst. (2013)

    Google Scholar 

  5. Wei, L.-Y., Zheng, Y., Peng, W.-C.: Constructing popular routes from uncertain trajectories. In: Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 195–203. ACM (2012)

    Google Scholar 

  6. Kaisar, E.I., Hess, L.: An emergency evacuation planning model for special needs populations using public transit systems. J. Public Transp. 15(2), 45–69 (2012)

    Google Scholar 

  7. Shi, C., Zhong, M., Nong, X., He, L., Shi, J., Feng, G.: Modeling and safety strategy of passenger evacuation in a metro station in China. Saf. Sci. 50, 1319–1332 (2012)

    Article  Google Scholar 

  8. Zheng, Y., Xie, X.: Learning travel recommendations from user-generated gps traces. ACM Trans. Intell. Syst. Technol. (TIST) 2, 2:1–2:29 (2011)

    Google Scholar 

  9. Stepanov, A., Smith, J.M.: Multi-objective evacuation routing in transportation networks. Eur. J. Oper. Res. 198, 435–446 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  10. Liu, K., Li, Y., He, F., Xu, J., Ding, Z.: Effective map-matching on the most simplified road network. In: Proceedings of the 20th International Conference on Advances in Geographic Information Systems, pp. 609–612. ACM (2012)

    Google Scholar 

  11. Dijkstra, E.W.: A note on two problems in connexion with graphs. Numer. Math. 1, 269–271 (1959)

    Article  MathSciNet  MATH  Google Scholar 

  12. Yuan, N.J., Zheng, Y., Zhang, L., Xie, X.: T-Finder: a recommender system for finding passengers and vacant taxis. IEEE Trans. TKDE 25, 2390–2403 (2013)

    Google Scholar 

  13. Liu, K., Deng, K., Ding, Z., Li, M., Zhou, X.: MOIR/MT: monitoring large-scale road network traffic in real-time. VLDB 2(2), 1538–1541 (2009)

    Google Scholar 

  14. Zhang, H., Liu, K., Wang, X., Guo, L., Ding, Z.: An effective method to detect people in danger. In: Proceeding of the 2nd International Workshop on Emergency Management in Big Data Age (BIGEM 2014), Macao, China, 16 June 2014

    Google Scholar 

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Acknowledgments

This work was supported by the National Natural Science Foundation of China (No. 61202064), the National High Technology Research and Development Program of China (863 Program) (No. 2013AA01A603), and the Strategic Priority Research Program of the Chinese Academy of Sciences (No. XDA06010600).

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Correspondence to Jiahai Wu .

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© 2014 Springer International Publishing Switzerland

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Wu, J., Yang, H., Gao, X., Ma, J., Liu, K. (2014). Where to Find Help When You Are in an Emergency?. In: Chen, Y., et al. Web-Age Information Management. WAIM 2014. Lecture Notes in Computer Science(), vol 8597. Springer, Cham. https://doi.org/10.1007/978-3-319-11538-2_4

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  • DOI: https://doi.org/10.1007/978-3-319-11538-2_4

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11537-5

  • Online ISBN: 978-3-319-11538-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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