| Vol-1788 urn:nbn:de:0074-1788-9 Copyright © 2016 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# STIDS 2016
Semantic Technology for Intelligence, Defense, and Security

### Proceedings of the Eleventh Conference on Semantic Technology for Intelligence, Defense, and Security
Fairfax VA, USA, November 14-17, 2016.

Edited by

### Kathryn Blackmond Laskey *
Ian Emmons **
Paulo C. G. Costa *
Alessandro Oltramari ***

* George Mason University, Volgenau School of Engineering, Fairfax VA, USA
** Raytheon BBN Technologies, Arlington VA, USA
*** Robert Bosch LLC - Research and Technology Center, Pittsburgh PA, USA

## Table of Contents

- Preface i-vi

### Invited Talks - Abstracts

- A Whistle-stop Tour of Ontology-based Solutions to Improve Situational Awareness for a Dull, Dirty, Diverse IoT viii
  Leo Obrst, Mark Underwood
- Importance of Semantic Ontologies in Information Fusion ix
  Erik Blasch

### Technical Papers

- Scalable Semantically Driven Decision Trees for Crime Data 2-9
  Shawn Johnson, George Karabatis
- Using Ontologies to Quantify Attack Surfaces 10-18
  Michael Altighetchi, Borislava Simidechieva, Fusun Yaman, Thomas Eskridge, Marco Carvalho, Nicholas Paltzer
- Developing an Ontology for Individual and Organizational Sociotechnical Indicators of Insider Threat Risk 19-27
  Frank L. Greitzer, Muhammad Imran, Justin Purl, Elise T. Axelrad, Yung Mei Leong, D.E. Becker, Kathryn B. Laskey, Paul J. Sticha
- An Extended Maritime Domain Awareness Probabilistic Ontology Derived from Human-aided Multi-Entity Bayesian Networks Learning 28-36
  Cheol Young Park, Kathryn Blackmond Laskey, Paulo C. G. Costa
- PR-OWL Decision: Toward Reusable Ontology Language for Decision Making under Uncertainty 37-45
  Shou Matsumoto, Kathryn B. Laskey, Paulo C. G. Costa
- Sharing Data under Genetic Privacy Laws 46-54
  Michael Reep, Bo Yu, Duminda Wijesekera, Paulo C. G. Costa
- Effects-Based Air Operations Planning Framework: A Knowledge-Based Simulation Approach 55-62
  André N. Costa, Paulo C. G. Costa

### Extended Abstracts

- A Holistic Approach to Evaluate Cyber Threat 64-68
  Márcio Monteiro, Thalysson Sarmento, Alexandre Barreto, Paulo C. G. Costa
- A Practical Approach to Data Modeling using CCO 69-73
  Rod Moten, Bill Barnhill

- Semantic Cyberthreat Modelling 74-78
  Siri Bromander, Audun Jøsang, Martin Eian

The entire proceedings can be downloaded as a single PDF-file.

We offer a BibTeX file for citing papers from this conference.

2017-02-17: submitted by Kathryn Blackmond Laskey, metadata incl. bibliographic data published under Creative Commons CC0
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