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Patent data mining method and apparatus

Patent 6389418 Issued on May 14, 2002. Estimated Expiration Date: Icon_subject February 9, 2020. Estimated Expiration Date is calculated based on simple USPTO term provisions. It does not account for terminal disclaimers, term adjustments, failure to pay maintenance fees, or other factors which might affect the term of a patent.

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Inventors

Assignee

Application

No. 500729 filed on 02/09/2000

US Classes:

707/6, Pattern matching access707/102Generating database or data structure (e.g., via user interface)

Examiners

Primary: Von Buhr, Maria N.

Attorney, Agent or Firm

International Class

G06F 017/30

Abstract

A method of data mining represents related patents in a multidimensional space. Distance between patents in the multidimensional space corresponds to the extent of relationship between the patents. The relationship between pairings of patents can be expressed based on weighted combinations of several predicates. The user can select portions of the space to perceive. The user also can interact with and control the communication of the space, focusing attention on aspects of the space of most interest. The multidimensional spatial representation allows more ready comprehension of the structure of the relationships among the patents.

Other References

  • Davidson, Hendrickson, Johnson, Meyers and Wylie "Knowledge Mining with VxInsight: Discovery Through Interaction," Journal of Intelligent Information Systems, 11, 259-286, 1998 (Incorporated herein by reference)
  • Henry Small, ISI, SCIMAP Documentation, No Date
  • Beck, Boyack, Bray and Siemens, "Landscapes, games, and maps for technology planning," CHEMTECH, vol. 29, No. 6, 8-16, Jun. 1999 (Incorporated herein by reference)
  • Self-Organizing Map (SOM), http://www.cis.hut.fi/nnrc/som.html, visited Sep. 8, 1999
  • Hendrickson and Leland, "An Improved Spectral Graph Partitioning Algorithm for Mapping Parallel Computations," SIAM J. Sci. Comput., vol. 16, No. 2, 452-469, Mar. 1995
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  • T. M. J. Fruchterman and E. M. Reingold, "Graph Drawing by Force-directed Placement," Software-Practice and Experience, vol. 21(11). 1129-1164, Nov. 199
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