Method and apparatus for sample categorization
A method and system for categorizing biometric measurements of a user is described. The method collects a plurality of biometric measurements of a user and validates the plurality of biometric measurements. The plurality of biometric measurements is categorized based on a plurality of predetermined parameters. A category with the most significant data set is identified. A status of the categorization process is returned to determine whether new samples are needed, whether the categorization process has successfully completed, or whether the categorization has completely failed. Other embodiments are described in the claims.
1 . A method comprising:
collecting a plurality of biometric measurements of a user;
categorizing the plurality of biometric measurements based on a plurality of predetermined parameters;
identifying a category based on the categorization of the plurality of biometric measurements, wherein the category has a largest number of the biometric measurements; and
determining a status of the categorization.
2 . The method of claim 1 , wherein the predetermined parameters include a categorization level, a maximum number of samples allowed, a minimum number of categorized samples required, and a flag indicating whether to continue the update process or stop it once the minimum samples have been gathered.
3 . The method of claim 1 further comprising of validating the plurality of biometric measurements of a user, wherein the plurality of biometric measurements includes a plurality of keystroke timing values.
4 . The method of claim 2 , wherein a biometric measurement is categorized within a category based on a categorization score.
5 . The method of claim 4 , wherein the biometric measurement is further categorized within the category based on the categorization level.
6 . The method of claim 1 , wherein a status includes successfully completed categorization, more biometric measurement required, and that a threshold condition has met.
7 . The method of claim 6 , wherein the threshold condition is failure to enroll.
8 . A method comprising:
collecting a set of measurements;
validating the measurements based on the plurality of predetermined parameters;
categorizing the measurements based on a plurality of predetermined parameters, wherein the measurements is grouped in a data set;
identifying a category based on the grouping of the measurements; and
determining a status of the categorization.
9 . The method of claim 8 , wherein the predetermined parameters include a categorization level, a maximum number of samples allowed, a minimum number of categorized samples required, and a flag indicating whether to continue the update process or stop it once the minimum samples have been gathered.
10 . The method of claim 8 , wherein the measurement includes biometric measurement of a user.
11 . The method of claim 10 , wherein the categorization level determines whether a biometric measurement of the biometric measurements should be categorized in a plurality of categories
12 . The method of claim 10 further includes sorting the biometric measurements into a plurality of categories based on the categorization level and a categorization score, wherein the categorization score is determined based on a biometric measurement and the data set.
13 . The method of claim 10 , wherein the identification of the category includes the data set that has the maximum number of biometric measurements.
14 . A system comprising:
collector for collecting a plurality of biometric measurements of a user;
categorizer for categorizing the plurality of biometric measurements based on a plurality of predetermined parameters;
predictive identifier for identifying a category based on the categorization of the plurality of biometric measurements; and
status indicator indicating a status of the categorization.
15 . The system of claim 14 , wherein the predetermined parameters include a categorization level, a maximum number of samples allowed, and a minimum number of categorized samples required.
16 . The system of claim 15 , wherein a biometric measurement is categorized within a category base on the categorization level.
17 . The system of claim 14 further includes sorting the plurality of biometric measurements into a plurality of categories based on the categorization level and a categorization score, wherein the categorization score is determined based on a biometric measurement and the enrollment data set.
18 . The system of claim 17 , wherein the identification of the category includes the largest number of the enrollment data set.
19 . The system of claim 17 , wherein the categorization data with the highest categorization score is placed in the categorization result set.
20 . The system of claim 17 , wherein a user is prompted to input additional plurality of biometric measurements if it is determined that the number of the largest biometric measurements in the identified category is less than the minimum number of categorized samples required.
21 . A machine-accessible medium that provides instructions that, when executed by a processor, causes the processor to:
collect a plurality of biometric measurements of a user;
categorize the plurality of biometric measurements based on a plurality of predetermined parameters;
identify a category based on the categorization of the plurality of biometric measurements; and
determine a status of the categorization.
22 . The machine-accessible medium of claim 21 , wherein the predetermined parameters include a categorization level, a maximum number of samples allowed, and a minimum number of categorized samples required.
23 . The machine-accessible medium of claim 22 , wherein the categorization level determines whether a biometric measurement of the plurality of biometric measurements should be categorized in a plurality of categories.
24 . The machine-accessible medium of claim 21 further includes sorting the plurality of biometric measurements into a plurality of categories based on the categorization level and a categorization score, wherein the categorization score is determined based on a biometric measurement and the enrollment data set.
25 . The machine-accessible medium of claim 21 , wherein the identification of the category includes the largest number of an enrollment data set.