Question

How do i Use Sequence Clustering Algorithm to capture events

Asked by: Deepmath

This is the table that i have

StudentID  ClassID CentreID  EnrollType                  History     JoinYear        Month
 1000020    1           1             NEW Student              NULL        2005             JAN
 1000020    2           1             Current                       NuLL        2005             JAN
 1000020    3           1             Current                       NuLL        2005             JAN
  1000020    2           1             EXIT                            NuLL       2005            JAN
  1000099    4           3             NEW STudent           NULL         2007            MAR
   1000104   2           5             Internal Transfer       NULL        2009            MAR
 .................................................................................
 
I need to use SEQUENCE Clustering algorithm to capture events.  For example

STUDENT JOIN EVENT

 IF the StudentID(j-1) < > Student(j) & enroltype= "NEWSTUDENT" ----> student joined at "j"
 IF the StudentID(j-1) < > Student(j) & enroltype= "Internal Transfer" ----> student joined at "j"

Each student has multiple records .
When this above condition occurs , Few attributes like firstname, lastname  ,joinyear have to be displayed.

Can anyone please tel me how i could implement this using sequence clustering algorithm. All the data is coming from one single table. What would go in my nested table and case table.???? Do i have to make use MDX to solve this problem.

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Asked On
2009-06-22 at 13:11:28ID24512471
Tags

SSAS

,

DATA MINING

,

SEQUENCE CLUSTERING ALGORITHM

Topics

Data Mining

,

SQL Server 2008

,

OLAP

Participating Experts
1
Points
500
Comments
3

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Answers

 

by: rob_farleyPosted on 2009-06-24 at 23:05:27ID: 24708600

I would do this using T-SQL instead.

with numbered_rows as
(select row_number() over (order by StudentID, ClassID, CentreID) as rn, *
from dbo.Students)
select sCurr.*, case when sCurr.StudentID <> sPrev.StudentID then 'New Student' end as IsNewStudent /* Add more examples like this */
from dbo.Students sCurr
  join
  dbo.Students sPrev
  on sCurr.rn = sPrev.rn + 1;

Now you can easily do the comparisons you want to do, and then use this new dataset for the Data Mining.

Rob

 

by: rob_farleyPosted on 2009-07-19 at 17:17:45ID: 24891711

Well, I never heard if there was anything wrong with my suggestion. Certainly I provided a way to be able to get the info he wants, so that he could mine across it.

Rob

20120131-EE-VQP-002

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