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Guide Optimizer

Dezide Advisor includes a sophisticated self-learning module used for improving the performance and accuracy of the intelligent guides based on actual usage of the deployed guides.

The self-learning component of Dezide

Dezide Advisor includes a sophisticated self-learning module used for improving the performance and accuracy of the intelligent guides based on actual usage of the deployed guides.

Data collected from the support portals and the Offline Troubleshooter is analyzed by the Guide Optimizer which will provide a new updated set of guides that more correctly reflect the “real world”. The guides are originally developed based on the experience of subject matter experts. When this experience is combined and refined with the learning from usage data from real users, the guides are improved and become better at solving issues faster and more reliably.

Cause Original probability New probability Change
Discount coffee 15,90 15,46 0,44
Water coffee mixture incorrect 36,97 36,80 0,17
Coffee type not to your taste 5,30 5,03 0,27
Used coffee filter 5,34 5,27 0,07
Low quality coffee filter 10,58 10,84 0,26
Low water quality 4,76 4,92 0,16
Old coffee machine 21,15 26,68 0,53

Optimized causes. ‘Old coffee machine’ seems more likely than first anticipated

Question Original probability New probability Change
Was an old coffee filter used?
Cause: Old coffee filter
Answer: Yes 19,43 19,39 0,04
Answer: No 0,49 1,04 0,55
Does the coffee brew look too light?
Cause: Water coffee mixture incorrect
Answer: Yes 69,10 68,07 1,03
Answer: No 30,90 31,93 1,03
Cause: Coffee Type not to your taste
Answer: Yes 82,10 81,88 0,22
Answer: No 17,90 18,12 0,22
What brand of coffee do you use?
Cause: Discount coffee
Answer: Columbian blend 20,40 20,77 0,37
Answer: Columbian gold 1,70 3,76 2,06
Answer: Columbian all star 21,50 21,19 0,31
Answer: Columbian cinnamon 20,00 19,96 0,04
Cause: Coffee Type not to your taste
Answer: Columbian blend 0,40 0,39 0,01
Answer: Columbian gold 0,40 0,39 0,01
Answer: Columbian all star 0,40 2,88 2,48
Answer: Columbian cinnamon 20,00 19,93 0,07

Optimized questions. People don’t like ‘Columbian all star’ very much

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