Human-centered text mining: A new software system

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7377 LNAI, Issue , 2012, Pages 258-272

  Poelmans, Jonas ^a,e   Elzinga, Paul ^c   Neznanov, Alexei A ^e   Dedene, Guido ^a,d   Viaene, Stijn ^a,b   Kuznetsov, Sergei O ^e  

^a UNIVERSITY OF LEUVEN   (Belgium)

^b VLERICK BUSINESS SCHOOL   (Belgium)

^c Amsterdam Amstelland Police   (Netherlands)

^d UNIVERSITY OF AMSTERDAM   (Netherlands)

^e NATIONAL RESEARCH UNIVERSITY HIGHER SCHOOL OF ECONOMICS   (Russian Federation)

Author keywords

Applications; Concept lattices; Formal Concept Analysis; Software System; Text Mining

Indexed keywords

CONCEPT LATTICES; DATA-MINING SOFTWARE; HIGHER SCHOOL; SOFTWARE SYSTEMS; STATISTICAL DATA ANALYSIS; TEXT MINING; TEXTUAL DATA;

APPLICATIONS; COMPUTER SOFTWARE; FORMAL CONCEPT ANALYSIS; HIDDEN MARKOV MODELS; SELF ORGANIZING MAPS;

DATA MINING;

EID: 84864689491     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-31488-9_21     Document Type: Conference Paper

References (19)

1. Cimiano, P., Hotho, A., Staab, S.: Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis. J. Artif. Intell. Res (JAIR) 24, 305-339 (2005)
2. Collier, P.M.: Policing and the intelligent application of knowledge. Public Money & Management 26(2), 109-116 (2006)
3. Elzinga, P., Poelmans, J., Viaene, S., Dedene, G., Morsing, S.: Terrorist threat assessment with Formal Concept Analysis. In: Proc. IEEE International Conference on Intelligence and Security Informatics, Vancouver, Canada, May 23-26, pp. 77-82 (2010)
4. Elzinga, P., Wolff, K.E., Poelmans, J., Viaene, S., Dedene, G.: Analyzing chat conversations of arrested child abusers with temporal relational semantic systems. In: Contributions to 10th International Conference on Formal Concept Analysis, Leuven, Belgium, May 6-10 (2012)
5. Keus, R., Kruijff, M.S.: Huiselijk geweld, draaiboek voor de aanpak. Directie Preventie, Jeugd en Sanctiebeleid van de Nederlandse justitie (2000)
6. Maio, C.D., Fenza, G., Gaeta, M., Loia, V., Orciuoli, F., Senatore, S.: RSS-based e-learning recommendations exploiting fuzzy FCA for Knowledge Modeling. Applied Soft Computing 12(1), 113-124 (2012)
7. Poelmans, J., Dedene, G., Verheyden, G., Van der Mussele, H., Viaene, S., Peters, E.: Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways. In: Perner, P. (ed.) ICDM 2010. LNCS, vol. 6171, pp. 505-517. Springer, Heidelberg (2010c)
8. Poelmans, J., Elzinga, P., Viaene, S., Dedene, G.: A Case of Using Formal Concept Analysis in Combination with Emergent Self Organizing Maps for Detecting Domestic Violence. In: Perner, P. (ed.) ICDM 2009. LNCS, vol. 5633, pp. 247-260. Springer, Heidelberg (2009)
9. Poelmans, J., Elzinga, P., Viaene, S., Dedene, G.: Curbing domestic violence: Instantiating C-K theory with Formal Concept Analysis and Emergent Self Organizing Maps. Intelligent Systems in Accounting, Finance and Management 17(3-4), 167-191 (2010a)
10. Poelmans, J., Elzinga, P., Viaene, S., Dedene, G.: Formal Concept Analysis in Knowledge Discovery: A Survey. In: Croitoru, M., Ferré, S., Lukose, D. (eds.) ICCS 2010. LNCS, vol. 6208, pp. 139-153. Springer, Heidelberg (2010b)
11. Poelmans, J., Elzinga, P., Viaene, S., Dedene, G.: Formally Analyzing the Concepts of Domestic Violence. Expert Systems with Applications 38(4), 3116-3130 (2011a)
12. Poelmans, J., Elzinga, P., Dedene, G., Viaene, S., Kuznetsov, S.O.: A Concept Discovery Approach for Fighting Human Trafficking and Forced Prostitution. In: Andrews, S., Polovina, S., Hill, R., Akhgar, B. (eds.) ICCS-ConceptStruct 2011. LNCS, vol. 6828, pp. 201-214. Springer, Heidelberg (2011b)
13. Poelmans, J., Ignatov, D.I., Viaene, S., Dedene, G., Kuznetsov, S.: Text mining scientific papers: a survey on FCA-based information retrieval research. In: 12th Industrial Conference on Data Mining. LNCS, July 13-20, Berlin, Germany. Springer (2012)
14. Rabiner, L.R.: A tutorial on Hidden Markov Models and selected applications in speech recognition. Proceedings IEEE 77(2), 257-286 (1989)
15. Stumme, G., Wille, R., Wille, U.: Conceptual Knowledge Discovery in Databases using Formal Concept Analysis Methods. In: PKDD 1998. LNCS, vol. 1510, pp. 450-458. Springer, Heidelberg (1998)
16. Ultsch, A.: Maps for visualization of high-dimensional Data Spaces. In: Proc. WSOM 2003, Kyushu, Japan, pp. 225-230 (2003)
17. Ultsch, A., Hermann, L.: Architecture of emergent self-organizing maps to reduce projection errors. In: Proc. ESANN 2005, pp. 1-6 (2005)
18. Wille, R.: Restructuring lattice theory: an approach based on hierarchies of concepts. In: Rival, I. (ed.) Ordered Sets, pp. 445-470. Reidel, Dordrecht-Boston (1982)
19. Wolff, K.E.: States, Transitions, and Life Tracks in Temporal Concept Analysis. In: Ganter, B., Stumme, G., Wille, R. (eds.) Formal Concept Analysis. LNCS (LNAI), vol. 3626, pp. 127-148. Springer, Heidelberg (2005)