RT info:eu-repo/semantics/article
T1 Document clustering with evolutionary systems through Straight-Line Programs "slp"
A1 Castillo Sequera, José Luis
A1 Fernández del Castillo Díez, José Raúl
A1 González Sotos, León Atilano
K1 Clustering
K1 Genetic Algorithm
K1 Data Mining
K1 Straight Line Programs
K1 Informática
K1 Computer science
AB In this paper, we show a clustering method supported on evolutionary algorithms with the paradigm of linear genetic programming. "The Straight-Line Programs (slp)", which uses a data structure which will be useful to represent collections of documents. This data structure can be seen as a linear representation of programs, as well as representations in the form of graphs. It has been used as a theoretical model in Computer Algebra, and our purpose is to reuse it in a completely different context. In this case, we apply it to the field of grouping library collections through evolutionary algorithms. We show its efficiency with experimental data we got from traditional library collections.
PB Scientific Research
SN 2150-8402
YR 2012
FD 2012-11-11
LK http://hdl.handle.net/10017/43684
UL http://hdl.handle.net/10017/43684
LA eng
DS MINDS@UW
RD 25-abr-2024