A method based on temporal concept analysis for detecting and profiling human trafficking suspects

Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Applications, AIA 2010

Volumn , Issue , 2010, Pages 330-338

  Poelmans, Jonas ^a   Elzinga, Paul ^c   Viaene, Stijn ^a,b   Dedene, Guido ^a,d  

^a UNIVERSITY OF LEUVEN   (Belgium)

^b VLERICK BUSINESS SCHOOL   (Belgium)

^c Amsterdam Amstelland Police   (Netherlands)

^d UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

Human trafficking; Temporal concept analysis

Indexed keywords

EID: 77954615057     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2316/p.2010.674-024     Document Type: Conference Paper

References (23)

1. United Nations General Assembly. Protocol to prevent, suppress and punish trafficking in persons, especially women and children, supplementing the UN convention against Transnational Organized Crime (UN doc A/ 45/49, vol. 1). Palermo, UN, 2001.
2. Ministerie van Justitie: http://www.justitie.nl/onderwerpen/ criminalitiet/mensen handel/
3. Tyldum, G., Brunowskis, A. (2005) Describing the unobserved: Methodological challenges in empirical studies on human trafficking. Data and research on human trafficking: A global survey. International Organization on Migration (IOM).
4. Ganter, B., Wille, R., Formal Concept Analysis: Mathematical Foundations. Springer, Heidelberg, 1999.
5. Wille, R., Restructuring lattice theory: an approach based on hierarchies of concepts, I. Rival (ed.). Ordered sets. Reidel, Dordrecht-Boston, 1982, 445-470.
6. Priss, U., Formal Concept Analysis in Information Science, Cronin, Blaise (ed.), Annual Review of Information Science and Technology, ASIST, 2005 Vol. 40.
7. Wolff, K.E. (2000) Concepts, States and Systems. In: Dubois, D.M. (ed.): Computing Anticipatory Systems. CASYS '99 - Third international conference, Liège, Belgium, 199, American Institute for physics, Conference Proceedings 517, 2000 83-97.
8. Wolff, K.E. Towards a conceptual system theory. In: B. Sanchez, N. Nada, A. Rashid, T. Arndt, M. Sanchez (eds.): Proceedings of the World multiconference Systemics, Cybernetics and informatics, Vol.II: Information systems development, International institute of Informatics and Systemics, 2000, 124-132.
9. Wolff, K.E., Temporal Concept Analysis. In: E. Mephu Nguifo & al. (eds.): ICCS - 2001 International Workshop on concept lattices based theory, methods and tools for knowledge discovery in databases, Stanford University, Palo Alto (CA), 2001, 91-107.
10. Wolff, K.E., Transitions in conceptual time systems. In: D.M. Dubois (ed.): International Journal of Computing Anticipatory Systems, vol.11, CHAOS 2002, 398-412.
11. Wolff, K.E., Yameogo, W., Time dimension, Objects and life tracks - A conceptual analysis. In: A. De Moor, W. Lex, B. Ganter (eds.) Conceptual structures for knowledge creation and communication. LNAI 2746, Springer, Heidelberg, 2003, 188-200.
12. Wolff, K.E., States, transitions and life tracks in Temporal Concept Analysis. In: B. Ganter et al. (Eds.): Formal Concept Analysis, LNAI 3626, Springer, Heidelberg, 2005, 127-148.
13. United Nations, Economic and social council (2004) Economic causes of trafficking in women in the Unece region. Regional Preparatory Meeting for the 10-year review of implementation of the Beijing Platform for Action, 14-15 December 2004.
14. Equality Division, Directorate General of Human Rights of the Council of Europe, Action against trafficking in human beings: prevention, protection and prosecution. Proceedings of the regional seminar, Bucharest, Romania, 4-5 April 2006.
15. Miko, F.T. US State Department, Foreign Affairs, Defense and Trade Division, congressional research service report 98-649C- Trafficking in women and children: the US and international response, 2000.
16. O'Neill, RA. International trafficking to the United States: a contemporary manifestation of slavery and organized crime- and intelligence monograph. Washington DC; Exceptional Intelligence Analyst Program. 1999.
17. Highes, D.M. (2000) The "Natasha" Trade: The transnational shadow market of trafficking in women. Journal of international affairs, Spring 2000, 53, no.2. The trustees of Colombia University in the City of New York.
18. Dettmeijer - Vermeulen, C.E., Boot- Mattthijssen, M., Van Dijk, E.M.H., De Jonge van Ellemeet, H., Smit, H. (2008) Mensenhandel. Aanvullende kwantitatieve gegevens, Zesde rapportage van de Nationaal Rapporteur.
19. Wille, R. (2002), Why can concept lattices support knowledge discovery in databases?, Journal of Experimental & Theoretical Artificial Intelligence, 14: 2, 81-92.
20. Stumme, G., Wille, R., Wille, U. (1998), Conceptual Knowledge Discovery in Databases Using Formal Concept Analysis Methods, In: J.M. Zytkow, M. Quafofou (eds.): Principles of Data Mining and Knowledge Discovery, Proc. 2nd European Symposium on PKDD '98, LNAI 1510, Springer, Heidelberg, 1998, 450-458.
21. Poelmans, J., Elzinga, P., Viaene, S., Dedene, G. (2009) A case of using Formal Concept Analysis in combination with Emergent Self Organising Maps for detecting domestic violence. Industrial Conference on Data Mining ICDM 2009 Leipzig 20-22 July. In press.
22. Stumme, G. (2002) Efficient Data Mining Based on Formal Concept Analysis. Lecture Notes in Computer Science Vol. 2453, Springer, Heidelberg, 3-22
23. Stumme, G. (2002), Formal Concept Analysis on its Way from Mathematics to Computer Science. Proc. 10th Intl. Conf. on Conceptual Structures (ICCS 2002). LNCS, Springer, Heidelberg 2002.