Abstract
In this paper an approach to multicriteria search for people is presented using data extracted from telephone calls to emergency services. In the considered application a procedure of searching the most similar object (objects) to the reference object using metadata mechanisms is presented. The proposed solution computes as much reliable result as possible using even unreliable records in the database. In the considered case the commonly used mechanism based on exact matching does not give the best result. Instead, the multicriteria metadata matching mechanisms exploiting weights, probabilities, distances, and correlations among database records are more reliable.
This paper was prepared within the PPBW and INDECT projects.
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
Preview
Unable to display preview. Download preview PDF.
References
Allasia, W., Gallo, F., Chiariglione, F., Falchi, F.: An Innovative Approach for Indexing and Searching Digital Rights. In: Proceedings of the Third International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution, pp. 147–154 (2007)
Balcerek, J., Drgas, S., Kmieciak, M., Pawłowski, P., Konieczka, A., Dąbrowski, A.: Database of emergency telephone calls – system tools for real-time registration and metadata searching. In: Proc. of IEEE Signal Processing SPA 2010, Poznań, September 23-25, pp. 89–94 (2010)
Pingali, G.S., Opalach, A., Jean, Y.D., Carlbom, I.B.: Instantly Indexed Multimedia Databases of Real World Events. IEEE Transations on Multimedia 4(2), 269–282 (2002)
Rawal, A., Kowar, M.K., Sharma, S., Sharma, H.R.: Automated Document Ranking Evaluation in Digital Libraries. In: 2010 International Conference on Advances in Recent Technologies in Communication and Computing (ARTCom), October 16-17, pp. 258–260 (2010)
Reveiu, A., Dardala, M., Smeureanu, I.: A MPEG-21 Based Architecture for Data Visualization in Multimedia Web Applications. In: International Conference Visualisation, pp. 84–89 (2008)
Samet, H.: Indexing Methods for Similarity Searching. In: Current Trends in Computer Science, ENC, Eighth Mexican International Conference, September 24-28, pp. pp. xv–xv (2007)
Subramanya, S.R.: Multimedia databases – Issues and challenges. In: IEEE Computer, pp. 16–18 (December 1999/January 2000)
Li, T.: Ogihara, M.: Content-based music similarity search and emotion detection. In: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, May 17-21, vol. 5.5, pp. V-705-8 (2004)
Xi, L., Tiyan, S., Jinjie, Z., Changmin, S.: A Spatial Technology Approach to Campus Security. In: IEEE International Conference on Networking, Sensing and Control, ICNSC, April 6-8, pp. 221–225 (2008)
Zezula, P., Amato, G., Dohnal, V., Batko, M.: Similarity Search - The Metric Space Approach. Springer, Heidelberg (2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Balcerek, J., Pawłowski, P. (2011). Multicriteria Metadata Mechanisms for Fast and Reliable Searching of People Using Databases with Unreliable Records. In: Dziech, A., Czyżewski, A. (eds) Multimedia Communications, Services and Security. MCSS 2011. Communications in Computer and Information Science, vol 149. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21512-4_27
Download citation
DOI: https://doi.org/10.1007/978-3-642-21512-4_27
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-21511-7
Online ISBN: 978-3-642-21512-4
eBook Packages: Computer ScienceComputer Science (R0)