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Research on multi-dimension scaling algorithm

Juan Luo

Open publisher page 2 citations

Abstract

Multidimensional scaling technology is a set of technology to analyze the restructuring of the objects' configuration according to the distances between the similarity data items.The MDS reconstructs the objects' coordinates in the multi-dimensional space by constructing objects on the dissimilarity matrix.In this paper a general overview of multidimensional scaling is given.It briefly discussed the concept and classification of the multidimensional scaling,explained the classic multidimensional scaling and the metric multidimensional scaling.Furthermore,this paper emphatically analyzed several types of MDS algorithm,and the experiment data were compared and analyzed as well.

About this research paper

What this paper is about

Multidimensional scaling technology is a set of technology to analyze the restructuring of the objects' configuration according to the distances between the similarity data items.The MDS reconstructs the objects' coordinates in the multi-dimensional space by constructing objects on the dissimilarity matrix.In this paper a general overview of multidimensional scaling is given.It briefly discussed the concept and classification of the multidimensional scaling,explained the classic multidimensional scaling and the metric multidimensional scaling.Furthermore,this paper emphatically analyzed several types of MDS algorithm,and the experiment data were compared and analyzed as well.

Why it matters

OpenAlex reports 2 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

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Method / approach

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Main findings

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Available abstract

Multidimensional scaling technology is a set of technology to analyze the restructuring of the objects' configuration according to the distances between the similarity data items.The MDS reconstructs the objects' coordinates in the multi-dimensional space by constructing objects on the dissimilarity matrix.In this paper a general overview of multidimensional scaling is given.It briefly discussed the concept and classification of the multidimensional scaling,explained the classic multidimensional scaling and the metric multidimensional scaling.Furthermore,this paper emphatically analyzed several types of MDS algorithm,and the experiment data were compared and analyzed as well.

Key concepts: Multidimensional scaling, Scaling, Dimension (graph theory), Computer science, Similarity (geometry), Metric (unit), Set (abstract data type), Algorithm

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