Selection of attribute combination aggregations
First Claim
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1. A method for displaying an interesting subset of a plurality of aggregations of data comprising:
- preprocessing the plurality of aggregations by an online analytical processing (OLAP) engine designed to operate on multidimensional data structures, the preprocessing comprising;
receiving from a server a plurality of dimensions, a first order in which the dimensions are to be evaluated, a plurality of attributes, and a second order in which the attributes are to be evaluated, wherein the dimensions, the attributes, the first order and the second order describe properties of the plurality of aggregations;
generating the plurality of aggregations based on the plurality of dimensions, the plurality of attributes, the first order and the second order received from said server;
statistically analyzing and identifying a subset of the plurality of aggregations as the interesting subset of the plurality of aggregations, wherein each aggregation in the interesting subset has (i) one or more values that fall outside a predetermined boundary of a standard deviation, (ii) a ratio between one or more maximum values and one or more minimum values that exceeds a first predetermined value, and (iii) a difference between the maximum values and the minimum values that exceeds a second predetermined value;
storing the interesting subset of the plurality of aggregations in a database;
analyzing the plurality of aggregations based on a received query; and
displaying the interesting subset of the plurality of aggregations in response to the received query.
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Abstract
Implementations of various technologies and techniques for method for selecting an interesting attribute combination aggregation. In one implementation, an attribute combination aggregation may be generated. One or more values in the attribute combination aggregation may be statistically analyzed. The attribute combination aggregation may be determined as interesting based on the statistical analysis. The interesting attribute combination aggregation may then be stored.
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Citations
13 Claims
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1. A method for displaying an interesting subset of a plurality of aggregations of data comprising:
preprocessing the plurality of aggregations by an online analytical processing (OLAP) engine designed to operate on multidimensional data structures, the preprocessing comprising; receiving from a server a plurality of dimensions, a first order in which the dimensions are to be evaluated, a plurality of attributes, and a second order in which the attributes are to be evaluated, wherein the dimensions, the attributes, the first order and the second order describe properties of the plurality of aggregations; generating the plurality of aggregations based on the plurality of dimensions, the plurality of attributes, the first order and the second order received from said server; statistically analyzing and identifying a subset of the plurality of aggregations as the interesting subset of the plurality of aggregations, wherein each aggregation in the interesting subset has (i) one or more values that fall outside a predetermined boundary of a standard deviation, (ii) a ratio between one or more maximum values and one or more minimum values that exceeds a first predetermined value, and (iii) a difference between the maximum values and the minimum values that exceeds a second predetermined value; storing the interesting subset of the plurality of aggregations in a database; analyzing the plurality of aggregations based on a received query; and displaying the interesting subset of the plurality of aggregations in response to the received query. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A computer-readable medium including computer storage media having stored thereon computer-executable instructions which, when executed by a computer, cause the computer to:
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preprocess a plurality of aggregations by an online analytical processing (OLAP) engine designed to operate on multidimensional data structures, the preprocess comprising; receiving from a server a plurality of dimensions, a first order in which the dimensions are to be evaluated, a plurality of attributes, and a second order in which the attributes are to be evaluated, wherein the dimensions, the attributes, the first order and the second order describe properties of the plurality of aggregations; generating the plurality of aggregations based on the plurality of dimensions, the plurality of attributes, the first order and the second order received from said server; statistically analyzing and identifying a subset of the plurality of aggregations as an interesting subset of the plurality of aggregations, wherein each aggregation in the interesting subset has (i) one or more values that fall outside a predetermined boundary of a standard deviation, has (ii) a ratio between one or more maximum values and one or more minimum values that exceed a first predetermined value, and (iii) a difference between the maximum values and the minimum values that exceeds a second predetermined value; storing the interesting subset of the plurality of aggregations in a database; analyzing the plurality of aggregations based on a received query; and display the interesting subset of the plurality of aggregations in response to the received query. - View Dependent Claims (12)
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13. A computer system, comprising:
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a processor; and a memory comprising program instructions executable by the processor to; preprocess a plurality of aggregations by an online analytical processing (OLAP) engine designed to operate on multidimensional data structures, the preprocess comprising; receiving from a server a plurality of dimensions, a first order in which the dimensions are to be evaluated, a plurality of attributes, and a second order in which the attributes are to be evaluated, wherein the dimensions, the attributes, the first order and the second order describe properties of the plurality of aggregations; generating the plurality of aggregations based on the dimensions, the attributes, the first order and the second order received from said server; statistically analyzing and identifying a subset of the plurality of aggregations as an interesting subset, wherein each aggregation in the interesting subset has (i) one or more values that fall outside a predetermined boundary of a standard deviation, (ii) a ratio between one or more maximum values and one or more minimum values that exceeds a first predetermined value, and (iii) a difference between one or more maximum values and one or more minimum values that exceeds a second predetermined value; and store the interesting subset of the plurality of aggregations in a database; analyzing the plurality of aggregations in response to a received query; and display the interesting subset of the plurality of aggregations in response to the received query.
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Specification