Multidimensional Scaling

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Author(s): Sean Eom (Southeast Missouri State University, USA)
Copyright: 2009
Pages: 30
Source title: Author Cocitation Analysis: Quantitative Methods for Mapping the Intellectual Structure of an Academic Discipline
Source Author(s)/Editor(s): Sean B. Eom (Southeast Missouri State University, USA)
DOI: 10.4018/978-1-59904-738-6.ch010

Keywords: Information Science Reference / Library & Information Science / Library Information Systems / Library Science

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Abstract

This chapter discusses multidimensional scaling (MDS) procedures. MDS is a class of multivariate statistical techniques/procedures to produce two or three dimensional pictures of data (geometric configuration of points) using proximities among any kind of objects as input. Three SAS procedures (MDS, PLOT, and G3D) are necessary to convert the author cocitation frequency matrix to two or three dimensional pictures of data. The distance matrix produced earlier by using xmacro.sas and distnew.sas programs should be converted to a coordinate matrix, to produce twodimensional plots, and annotated three-dimensional scatter diagrams. This chapter also discusses how to label data points on a plot. The annotate facility in the SAS system produces figures with the name of the author on each data point. The PROC MDS procedure includes many of the features of the ALSCAL procedure.

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