skip to main content
article
Free Access

A Modified Method of Latent Class Analysis for File Organization in Information Retrieval

Published:01 July 1965Publication History
Skip Abstract Section

Abstract

The latent class structure is modified by requiring the number of latent classes to be equal to the number of keywords. This modification changes the latent structure to one that consists of matrices that are both symmetric and positive definite, therefore making a “computer solution” both possible and practical. The modified latent structure is derived, the numerical analysis considerations for a computer solution are presented, and an example illustrates the use of the latent class structure in both file organization and retrieval.

References

  1. 1 ANDERSON, T.W. Oil estimation of parameters in latent structure analysis. Psychometrika I9 (1954), 1-10.Google ScholarGoogle Scholar
  2. 2 BAKER, FRANK B. Information retrieval based on latent class analysis. JACM 9 (1962), 512-521. Google ScholarGoogle Scholar
  3. 3 BEcKER, JOSEPg, AND HAYES, ROBERT iV. Lnformation Storage and Retrieval. Wiley, New York, 1963.Google ScholarGoogle Scholar
  4. 4 BORKO, HAROLD, AND ERNICK, MYRNA. Automatic document classification. JACM 10 (1963), 151-162. Google ScholarGoogle Scholar
  5. 5 BouRNE, CHARLES P. Methods of Information Handling. Wiley, New York, 1964.Google ScholarGoogle Scholar
  6. 6 GRAYBILL, FRANKLIN A. An Introduction to Linear Statistical Models, Vol. I. McGraw- Hill, New York, 1961.Google ScholarGoogle Scholar
  7. 7 GOLDSTINE, H, H., MURRAY, F. J., AND VON NEUMANN, J'. The Jacobi method for real symmetric matrices. JACM 6 (1959), 59-96. Google ScholarGoogle Scholar
  8. 8 MARON, M.E. Automatic indexing: an experimental inquiry. JACM 8 (1961), 407-417. Google ScholarGoogle Scholar
  9. 9 WILKINSON, J.H. The Algebraic Eigen Problem. Oxford Press, London, ia press. Google ScholarGoogle Scholar

Index Terms

  1. A Modified Method of Latent Class Analysis for File Organization in Information Retrieval

      Recommendations

      Comments

      Login options

      Check if you have access through your login credentials or your institution to get full access on this article.

      Sign in

      Full Access

      • Published in

        cover image Journal of the ACM
        Journal of the ACM  Volume 12, Issue 3
        July 1965
        141 pages
        ISSN:0004-5411
        EISSN:1557-735X
        DOI:10.1145/321281
        Issue’s Table of Contents

        Copyright © 1965 ACM

        Publisher

        Association for Computing Machinery

        New York, NY, United States

        Publication History

        • Published: 1 July 1965
        Published in jacm Volume 12, Issue 3

        Permissions

        Request permissions about this article.

        Request Permissions

        Check for updates

        Qualifiers

        • article

      PDF Format

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader