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Cirillo, S. och Ström, V. (2010) An Anthropomorphic Solver for Raven's Progressive Matrices. (Report - IT University of Göteborg, Chalmers University of Technology and the University of Göteborg , nr: 2010:096).
BibTeX
@mastersthesis{
Cirillo2010,
author={Cirillo, Simone and Ström, Victor},
title={An Anthropomorphic Solver for Raven's Progressive Matrices},
abstract={This report describes a computer program for solving Raven's Progressive Matrices (RPM), a multiple choice test of abstract reasoning introduced by Dr. John C. Raven in 1936. Each RPM problem consists of a grid (or matrix) of 2x2 or 3x3 cells with graphical content,
where the cell content in the bottom right corner is omitted; the solver's task is to
pick the missing content from a set of eight solution candidates.<p/>
We argue these problems are not only mathematical, but also psychological in nature. Due to this and other considerations such as algorithmic transparency, the program makes use of a simple cognitive model.
<p/>
The program solves RPM problems in a fully automatic fashion, without taking the solution
candidates into account. The input is an RPM problem represented as a vector graphics file; the output is a complete or partial solution for the missing entry, represented in the same format. Internally we use multi-layered structures which enable the
perception of the problems' different organizational levels.
<p/>
The program was tested on sections C, D and E of the Standard Progressive Matrices(SPM) and produced correct solutions for 28 of the 36 considered problems},
year={2010},
series={Report - IT University of Göteborg, Chalmers University of Technology and the University of Göteborg , no: 2010:096},
keywords={Antropomorphic Artificial Intelligence, Cognitive Model, General Artificial Intelligence, Intelligence Tests, Raven's Progressive Matrices},
note={50},
}
RefWorks
RT Generic
SR Electronic
ID 123536
A1 Cirillo, Simone
A1 Ström, Victor
T1 An Anthropomorphic Solver for Raven's Progressive Matrices
YR 2010
AB This report describes a computer program for solving Raven's Progressive Matrices (RPM), a multiple choice test of abstract reasoning introduced by Dr. John C. Raven in 1936. Each RPM problem consists of a grid (or matrix) of 2x2 or 3x3 cells with graphical content,
where the cell content in the bottom right corner is omitted; the solver's task is to
pick the missing content from a set of eight solution candidates.<p/>
We argue these problems are not only mathematical, but also psychological in nature. Due to this and other considerations such as algorithmic transparency, the program makes use of a simple cognitive model.
<p/>
The program solves RPM problems in a fully automatic fashion, without taking the solution
candidates into account. The input is an RPM problem represented as a vector graphics file; the output is a complete or partial solution for the missing entry, represented in the same format. Internally we use multi-layered structures which enable the
perception of the problems' different organizational levels.
<p/>
The program was tested on sections C, D and E of the Standard Progressive Matrices(SPM) and produced correct solutions for 28 of the 36 considered problems
T3 Report - IT University of Göteborg, Chalmers University of Technology and the University of Göteborg , no: 2010:096
LA eng
LK http://publications.lib.chalmers.se/records/fulltext/123536.pdf
OL 30