An Extended Event Reasoning Framework for Decision Support under Uncertainty

Wenjun Ma; Weiru Liu; Jianbing Ma; Paul Miller

doi:10.1007/978-3-319-08852-5_35

An Extended Event Reasoning Framework for Decision Support under Uncertainty

Wenjun Ma, Weiru Liu, Jianbing Ma, Paul Miller

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

Abstract

To provide in-time reactions to a large volume of surveil- lance data, uncertainty-enabled event reasoning frameworks for CCTV and sensor based intelligent surveillance system have been integrated to model and infer events of interest. However, most of the existing works do not consider decision making under uncertainty which is important for surveillance operators. In this paper, we extend an event reasoning framework for decision support, which enables our framework to predict, rank and alarm threats from multiple heterogeneous sources.

Original language	English
Title of host publication	Information Processing and Management of Uncertainty in Knowledge-Based Systems
Subtitle of host publication	15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III
Place of Publication	15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III
Publisher	Springer
Pages	335-344
Number of pages	10
ISBN (Print)	978-3-319-08851-8
DOIs	https://doi.org/10.1007/978-3-319-08852-5_35
Publication status	Published - 2014

Publication series

Name	Communications in Computer and Information Science
Publisher	Springer
Volume	444

Keywords

Uncertainty reasoning
Security
Decision support

Access to Document

10.1007/978-3-319-08852-5_35

1 Active
2 Finished

R1381ECI: Centre for Secure Information Technologies - Tranche 2 Proposal
O'Neill, M. (PI), McCanny, J. V. (CoI), Miller, P. (CoI) & Sezer, S. (CoI)
01/08/2011 → …
Project: Research
R1118ECI: Centre for Secure Information Technologies (CSIT)
McCanny, J. V. (PI), Cowan, C. (CoI), Crookes, D. (CoI), Fusco, V. (CoI), Linton, D. (CoI), Liu, W. (CoI), Miller, P. (CoI), O'Neill, M. (CoI), Scanlon, W. (CoI) & Sezer, S. (CoI)
01/08/2009 → 30/06/2014
Project: Research
R1982ECI: Centre for Secure Information Technology
McCanny, J. V. (PI), Cowan, C. (CoI), Crookes, D. (CoI), Fusco, V. (CoI), Linton, D. (CoI), Liu, W. (CoI), Miller, P. (CoI), O'Neill, M. (CoI), Scanlon, W. (CoI) & Sezer, S. (CoI)
01/08/2008 → 31/03/2015
Project: Research

Cite this

Ma, W., Liu, W., Ma, J., & Miller, P. (2014). An Extended Event Reasoning Framework for Decision Support under Uncertainty. In Information Processing and Management of Uncertainty in Knowledge-Based Systems: 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III (pp. 335-344). (Communications in Computer and Information Science; Vol. 444). Springer. https://doi.org/10.1007/978-3-319-08852-5_35

Ma, Wenjun ; Liu, Weiru ; Ma, Jianbing et al. / An Extended Event Reasoning Framework for Decision Support under Uncertainty. Information Processing and Management of Uncertainty in Knowledge-Based Systems: 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III. 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III : Springer, 2014. pp. 335-344 (Communications in Computer and Information Science).

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abstract = "To provide in-time reactions to a large volume of surveil- lance data, uncertainty-enabled event reasoning frameworks for CCTV and sensor based intelligent surveillance system have been integrated to model and infer events of interest. However, most of the existing works do not consider decision making under uncertainty which is important for surveillance operators. In this paper, we extend an event reasoning framework for decision support, which enables our framework to predict, rank and alarm threats from multiple heterogeneous sources.",

keywords = "Uncertainty reasoning, Security, Decision support",

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Ma, W, Liu, W, Ma, J & Miller, P 2014, An Extended Event Reasoning Framework for Decision Support under Uncertainty. in Information Processing and Management of Uncertainty in Knowledge-Based Systems: 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III. Communications in Computer and Information Science, vol. 444, Springer, 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III, pp. 335-344. https://doi.org/10.1007/978-3-319-08852-5_35

An Extended Event Reasoning Framework for Decision Support under Uncertainty. / Ma, Wenjun; Liu, Weiru; Ma, Jianbing et al.
Information Processing and Management of Uncertainty in Knowledge-Based Systems: 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III. 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III: Springer, 2014. p. 335-344 (Communications in Computer and Information Science; Vol. 444).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AB - To provide in-time reactions to a large volume of surveil- lance data, uncertainty-enabled event reasoning frameworks for CCTV and sensor based intelligent surveillance system have been integrated to model and infer events of interest. However, most of the existing works do not consider decision making under uncertainty which is important for surveillance operators. In this paper, we extend an event reasoning framework for decision support, which enables our framework to predict, rank and alarm threats from multiple heterogeneous sources.

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KW - Security

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Ma W, Liu W, Ma J, Miller P. An Extended Event Reasoning Framework for Decision Support under Uncertainty. In Information Processing and Management of Uncertainty in Knowledge-Based Systems: 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III. 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III: Springer. 2014. p. 335-344. (Communications in Computer and Information Science). doi: 10.1007/978-3-319-08852-5_35

An Extended Event Reasoning Framework for Decision Support under Uncertainty

Abstract

Publication series

Keywords

Access to Document

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Projects

R1381ECI: Centre for Secure Information Technologies - Tranche 2 Proposal

R1118ECI: Centre for Secure Information Technologies (CSIT)

R1982ECI: Centre for Secure Information Technology

Cite this