Artificial intelligence

Scientific journal

ISSN 2710-1673

ONLINE: ISSN 2710-1681

Select your language


The Model of Semantic Concepts Lattice for Data Mining of Microblogs

Pavlyshenko B.1
1 Ivan Franko Lviv National University

Full text (PDF)

UDC: 519.765:519.767:004.89
Publication Language: Ukrainian
Stuc. intelekt. 2012; 17(1):103-111

Abstract: The model of semantic concept lattice for data mining of microblogs has been proposed in this work. It is shown that the use of this model is effective for the semantic relations analysis and for the detection of associative rules of key words.

Keywords: data mining, analysis of formal concepts, microblogs, semantic fields.

References:

  1. Brasegjan A.A. Analiz dannyh i processov: ucheb. posobie. SPb.:BHV-Peterburg. 2009. 512 s.
  2. Ganter B. Formal Concept Analysis: Mathematical Foundations. Springer. 1999.
  3. Kuznetsov S.O. Journal of Experimental and Theoretical Artificial Intelligence. 2002. Vol.14. P.189-216.
  4. Cimiano P. Journal of Artificial Intelligence Research. Vol.24. 2005. P.305-339.
  5. El Qadi Abderrahim. (IJCSIS) International Journal of Computer Science and Information Security.Vol. 7. № 2. 2010.
  6. Agrawal R. Proc. 1994 Int. Conf. Very Large Data Bases (VLDB’94), Santiago, Chile, Sept. 1994. P. 487-499.
  7. Levickij V.V. Jeksperimental’nye metody v semasiologii. Voronezh: Izd-vo VGU. 1989. 192 s.
  8. Klimushkin M. Academic papers of the 8th international session of the HSE “Baltic practice”. 2009. P. 151-160.

View full text (PDF)