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WO2003014974A3 - A method for generating multidimensional summary reports from multidimensional data - Google Patents

A method for generating multidimensional summary reports from multidimensional data Download PDF

Info

Publication number
WO2003014974A3
WO2003014974A3 PCT/US2002/021538 US0221538W WO03014974A3 WO 2003014974 A3 WO2003014974 A3 WO 2003014974A3 US 0221538 W US0221538 W US 0221538W WO 03014974 A3 WO03014974 A3 WO 03014974A3
Authority
WO
WIPO (PCT)
Prior art keywords
multidimensional
data
generating
summary reports
cube
Prior art date
Application number
PCT/US2002/021538
Other languages
French (fr)
Other versions
WO2003014974A2 (en
Inventor
Mohammed Shahbaz Anwar
Original Assignee
Polyvista Inc
Mohammed Shahbaz Anwar
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Polyvista Inc, Mohammed Shahbaz Anwar filed Critical Polyvista Inc
Priority to US10/483,304 priority Critical patent/US20040181519A1/en
Publication of WO2003014974A2 publication Critical patent/WO2003014974A2/en
Publication of WO2003014974A3 publication Critical patent/WO2003014974A3/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28—Databases characterised by their database models, e.g. relational or object models
    • G06F16/283—Multi-dimensional databases or data warehouses, e.g. MOLAP or ROLAP
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/242—Query formulation
    • G06F16/2428—Query predicate definition using graphical user interfaces, including menus and forms

Landscapes

  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Human Computer Interaction (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

A method for locating data anomalies (exceptions) in a multidimensional data cube is disclosed, where the method uses certain properties called anti-monotone constraints of aggregated data in the cube to reduce the search space during data analysis and anomaly detection.
PCT/US2002/021538 2001-07-09 2002-07-09 A method for generating multidimensional summary reports from multidimensional data WO2003014974A2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
US10/483,304 US20040181519A1 (en) 2002-07-09 2002-07-09 Method for generating multidimensional summary reports from multidimensional summary reports from multidimensional data

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US30400001P 2001-07-09 2001-07-09
US60/304,000 2001-07-09

Publications (2)

Publication Number Publication Date
WO2003014974A2 WO2003014974A2 (en) 2003-02-20
WO2003014974A3 true WO2003014974A3 (en) 2004-05-21

Family

ID=23174604

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2002/021538 WO2003014974A2 (en) 2001-07-09 2002-07-09 A method for generating multidimensional summary reports from multidimensional data

Country Status (1)

Country Link
WO (1) WO2003014974A2 (en)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1492018A1 (en) * 2003-06-27 2004-12-29 Sap Ag Computer-implemented method and system for accessing, processing and outputting data
CN106294529A (en) * 2015-06-29 2017-01-04 阿里巴巴集团控股有限公司 A kind of identification user's abnormal operation method and apparatus
CN110677310B (en) * 2018-07-03 2023-04-07 百度在线网络技术（北京）有限公司 Traffic attribution method, device and terminal
CN110311909B (en) * 2019-06-28 2021-12-24 平安科技（深圳）有限公司 Method and device for judging abnormity of network access of terminal equipment

Non-Patent Citations (6)

* Cited by examiner, † Cited by third party
Title
AGRAWAL R ET AL: "FAST ALGORITHMS FOR MINING ASSOCIATION RULES", PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON VERY LARGE DATA BASES, XX, XX, 1994, pages 487 - 499, XP000671665 *
BEYER K ; RAMAKRISHNAN R: "Bottom-up computation of sparse and Iceberg CUBEs", 1999 ACM SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, vol. 28, no. 2, 1 June 1999 (1999-06-01) - 3 June 1999 (1999-06-03), Philadelphia, PA, USA, pages 359 - 370, XP002251948 *
HAN J ; PEI J ; DONG G ; WANG K: "Efficient computation of iceberg cubes with complex measures", 2001 ACM SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, vol. 30, no. 2, 21 May 2001 (2001-05-21) - 24 May 2001 (2001-05-24), Santa Barbara, CA, USA, pages 1 - 12, XP002251947 *
HAN J ET AL: "CONSTRAINT-BASED, MULTIDIMENSIONAL DATA MINING", COMPUTER, IEEE COMPUTER SOCIETY, LONG BEACH., CA, US, US, vol. 32, no. 8, August 1999 (1999-08-01), pages 46 - 50, XP000923708, ISSN: 0018-9162 *
JIM GRAY ET AL: "Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals", JOURNAL OF DATA MINING AND KNOWLEDGE DISCOVERY, NORWELL, MA, US, 1997, pages 29 - 53, XP002901286, ISSN: 1384-5810 *
NG R T ; LAKSHMANAN L V S ; JIAWEI HAN; PANG A: "Exploratory mining and pruning optimizations of constrained associations rules", 1998 ACM SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, vol. 27, no. 2, 1 June 1998 (1998-06-01) - 4 June 1998 (1998-06-04), Seattle, WA, USA, pages 13 - 24, XP002251949 *

Also Published As

Publication number Publication date
WO2003014974A2 (en) 2003-02-20

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