Welcome to Analytics and Data Summit 2020.
  • Sessions appear in the color of their primary track and can be filtered using Products on the right
  • Use the Search bar for more flexibility
See this link for hints on how to search the schedule
Back To Schedule
Tuesday, February 25 • 10:10am - 11:00am
A Data Model Approach to performing Pattern Analysis using ADW, OML and OAC

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!

Feedback form is now closed.
A Data Model solution to analyzing patterns of interest found in transactional data (Master - Detail format). Rules/Pattern Discovery of type IF-THEN rules can be via any ML function (Association Rules, Decision Trees, Domain/Business knowledge etc.). Custom data model enables Pattern Analysis in many new and interesting ways. a) Comparing Historical Performance with Near Real Time Analytics w/o model build activity b) New Product performance w/o model build c) Allow on-demand Deepdives and/or Speedup Deepdives for specific patterns by pre-calculating Pattern-Trx-KPIs via ETL process (optional) d) What If actions on patterns - add, exchange, replace, delete, rotate, etc. e) SQL approach allows us to examine edge cases/anamolies/infrequent fraud cases etc which may not meet the criteria for significance (few cases). f) Find similar - Fraud Trx, Persons of interest (!), complete/partial matching etc. g) Compare patterns/KPIs

avatar for Shankar Somayajula

Shankar Somayajula

Architect - Advanced Analytics, Oracle
Oracle Tech, Dogs.

Tuesday February 25, 2020 10:10am - 11:00am PST
Bldg 23- Rm 1720 .