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 Title: |
US6112194:
Method, apparatus and computer program product for data mining having user feedback mechanism for monitoring performance of mining tasks
[ Derwent Title ]
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| Country: |
US United States of America
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| Inventor: |
Bigus, Joseph Phillip; Rochester, MN
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| Assignee: |
International Business Machines Corporation, Armonk, NY
other patents from INTERNATIONAL BUSINESS MACHINES CORPORATION (280070) (approx. 44,393)
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| Published / Filed: |
2000-08-29
/ 1997-07-21
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| Application Number: |
US1997000897138
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| IPC Code: |
Advanced:
G06Q 10/00;
Core:
more...
IPC-7:
G06F 17/00;
G06F 17/20;
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| ECLA Code: |
G06Q10/00F;
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| U.S. Class: |
Current:
706/011;
Original:
706/011;
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| Field of Search: |
706/011,15,20,21
705/010
707/3-7
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| Priority Number: |
| 1997-07-21 |
US1997000897138 |
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| Abstract: |
A method, apparatus and computer program product are provided for data mining including a feedback mechanism for monitoring performance of mining tasks. A user selected mining technique type is received for the data mining operation. A quality measure type is identified for the user selected mining technique type. The user selected mining technique type for the data mining operation is processed and a quality indicator is measured using the quality measure type. The measured quality indicator is displayed while processing the user selected mining technique type for the data mining operation.
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| Attorney, Agent or Firm: |
Pennington, Joan ;
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| Primary / Asst. Examiners: |
Hafiz, Tariq R.; Rhodes, Jason W.
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| INPADOC Legal Status: |
Show legal status actions
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| Family: |
None
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First Claim:
Show all 13 claims |
What is claimed is:
1. A method for displaying a visual quality indicator for a data mining operation, said method comprising the steps of:
- receiving a user selected mining technique type for the data mining operation, said user selected mining technique type being used to analyze a collection of data for the data mining operation;
- identifying a quality measure type for said user selected mining technique type;
- processing said user selected mining technique type for the data mining operation and measuring a quality indicator using said quality measure type;
- displaying said measured quality indicator while processing said user selected mining technique type for the data mining operation; and
- wherein said step of identifying said quality measure type for said user selected mining technique type includes the steps of
- checking for a user selected quality measure type; and
- utilizing an identified user selected quality measure type for said user selected mining technique type for the data mining operation; said user selected mining technique type comprising one of association, sequential patterns, classification, clustering/segmentation, and value prediction.
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| Background / Summary: |
Show background / summary
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| Drawing Descriptions: |
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| Description: |
Show description
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| Forward References: |
Show 18 U.S. patent(s) that reference this one
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| Foreign References: |
None
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| Other References: |
IEL User Guide, IEEE, pp. 1-104, 1996.
SIMPROCESS User's Guide, CACI Products Company, vol. 1, pp. 3-9, 51-55, 62-81, and 185-213, 1996.
D.A. Keim et al., "Supporting data mining of large databases by visual feedback queries," Tenth International Conference on Data Engineering, 1994, pp. 302-313, Feb. 1994.
Basden, A. "User Interface for Knowledge Discovery," IEE Colloquium on Knowledge Discovery and Data Mining (Digest No. 1996/198), pp. 7/1-7/4, Oct. 1996.
Khabaza, T. et al. "Data Mining with Clementine," IEE Colloquium on Knowledge Discovery in Databases, pp. 1/1-1/5, 1995.
"2.0 Hypothesis Verification and Information Discovery", IBM Corp. 1996, IBM BookManager Bookserver http://booksrv2.raleig . . . cmd/BOOKS/datamine/2.0.
"Data Mining Challenges for Digital Libraries", Robert L. Grossman, Nov. 8, 1996 http://www.lac.uic,edu. . . -dm-challenges-v4.html.
"Knowledge Discovery in Databases: An Overview", William J. Frawley, Gregory Piatetsky-Shapiro, and Christopher J. Matheus, Fall 1992, AI Magazine pp. 57-70.
(14 pages)
Cited by 2 patents
[ISI abstract]
"Intelligent Miner" IBM 1997 http://spi@spi.org/cgi. . . seeit&csum-15134621783.
"Clementine--A Data Mining Toolkit" http://www.mip.com.au/clemkit.html.
"Data Analysis and Data Mining" http://www/concept5.co . . . a mining overview.html.
"Evaluation Criteria for Data Mining Systems" Helge Grenager Solheim May 4, 1996 MET DST, http://www.pvv.ntnu.no . . . ect/report/node27.html.
"Visualization of Associations", IBM Corp. http://www.almaden.ibm . . . emo/assoc/general.html.
User's Guide Version 1 Release 1 for IBM Intelligent Miner for AIX, IBM Intelligent Miner for AS/400, IBM Intelligent Miner for OS/390, IBM Corp. 1996 pp. 1-206.
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