Multilayer dynamic model of customer experience
US-2015248680-A1 · Sep 3, 2015 · US
US2016110653A1 · US · A1
| Field | Value |
|---|---|
| Publication number | US-2016110653-A1 |
| Application number | US-201414518674-A |
| Country | US |
| Kind code | A1 |
| Filing date | Oct 20, 2014 |
| Priority date | Oct 20, 2014 |
| Publication date | Apr 21, 2016 |
| Grant date | — |
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A method, non-transitory computer readable medium, and apparatus for predicting a service call for digital printing equipment from a customer are disclosed. For example, the method detects a triggering event based upon a number of detections of an event on a digital printing equipment exceeding a threshold within a predefined time period, wherein the number of detected events on the digital printing equipment exceeding the threshold within the predefined time period is indicative of an impending soft failure, calculates a probability that the customer will place the service call due to the impending soft failure within a second predefined period of time based on a fusion of a hazard model of the digital printing equipment, a customer behavior model and the number of detections of the event in response to the triggering event being detected and determines an action based upon the probability using a cost based utility function.
Opening claim text (preview).
What is claimed is: 1 . A method for predicting a service call for digital printing equipment from a customer, comprising: detecting, by a processor, a triggering event based upon a number of detections of an event on the digital printing equipment exceeding a threshold within a predefined time period, wherein the number of detections of the event on the digital printing equipment exceeding the threshold within the predefined time period is indicative of an impending soft failur…
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