Skip to main content

On Supporting Weapon System Information Analysis with Ontology Model and Text Mining

  • Conference paper
Foundations of Intelligent Systems (ISMIS 2012)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7661))

Included in the following conference series:

  • 1313 Accesses

Abstract

Issues and changes on weapon systems of a country is very critical to its adjacent countries and therefore each country needs to collect, analyze, and monitor them. Information analysis in defense domain requires very high accuracy due to the characteristics of the domain in view points of national security. However, it is impossible to manually analyze defense-related data with limited manpower because such data is huge and also updated and added frequently. In this paper, we present an implementation of a defense-domain information analysis supporting system, especially focusing on information analysis of weapon systems. It categorizes all weapon systems, extracts their specification data, descriptions, development, and status, and furthermore provides their trends based on ontology modeling and text mining.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Choi, J.-W., Lim, C.-O.: Customized Information Analysis System Using National Defense News Data. Korea Contents Association Journal 10(12), 457–465 (2010) (in Korean)

    Article  MathSciNet  Google Scholar 

  2. Grossman, J.B., Woods, D.D., Patterson, E.S.: Supporting the Cognitive Work of Information Analysis and Synthesis: A Study of the Military Intelligence Domain. In: The Human Factors and Ergonomics Society Annual Meeting, pp. 348–352 (2007)

    Google Scholar 

  3. Geiselman, R.E., Samet, M.G.: Summarizing Military Information: An Application of Schema Theory. Journal of the Human Factors and Ergonomics Society 22(6), 693–705 (1980)

    Google Scholar 

  4. Kim, T.S., Chang, H.J., Lee, J.M., Lee, K.S.: A Modeling & Simulation Engine for Analyzing Weapons Effectiveness: Architecture. Korea Society for Simulation Journal 19(2), 51–62 (2010) (in Korean)

    Google Scholar 

  5. Ceruti, M.G.: Data Management Challenges and Development for Military Information Systems. IEEE Transactions on Knowledge and Data Engineering 15(5), 1059–1068 (2003)

    Article  Google Scholar 

  6. Wang, Z.-J.: A Data Classifying Algorithm in Military Information Analysis System. Command Control & Simulation (April 2011)

    Google Scholar 

  7. Choi, J.-W., Choi, S., Kim, L., Park, Y., Jeong, J., An, H., Jung, H., Kim, P.: Application and Process Standardization of Terminology Dictionary for Defense Science and Technology. Korea Contents Association Journal 11(8), 247–259 (2011) (in Korean)

    Article  Google Scholar 

  8. Lee, S., Kim, P., Seo, D., Kim, J., Lee, J., Jung, H., Dirschl, C.: Multi-faceted Navigation of Legal Documents. In: IEEE International Conferences on Internet of Things, and Cyber, Physical and Social Computing, pp. 537–540 (2011)

    Google Scholar 

  9. Lee, S., Lee, M., Jung, H., Kim, P., Seo, D., Kim, T.H., Lee, J., Sung, W.-K.: Using Semantic Web Technologies for Technology Intelligence Services. In: Zhong, N., Callaghan, V., Ghorbani, A.A., Hu, B. (eds.) AMT 2011. LNCS, vol. 6890, pp. 333–344. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  10. Kim, J., Lee, S., Lee, J., Lee, M., Jung, H.: Design of TOD Model for Information Analysis and Future Prediction. In: Kim, T.-H., Adeli, H., Ma, J., Fang, W.-C., Kang, B.-H., Park, B., Sandnes, F.E., Lee, K.C. (eds.) UNESST 2011. CCIS, vol. 264, pp. 301–305. Springer, Heidelberg (2011)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Choi, JW. et al. (2012). On Supporting Weapon System Information Analysis with Ontology Model and Text Mining. In: Chen, L., Felfernig, A., Liu, J., RaÅ›, Z.W. (eds) Foundations of Intelligent Systems. ISMIS 2012. Lecture Notes in Computer Science(), vol 7661. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34624-8_34

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-34624-8_34

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-34623-1

  • Online ISBN: 978-3-642-34624-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics