Systems and methods for ranking recommendations
A method of ranking recommendations, the method comprising receiving a recommendation to improve employee productivity, the recommendation including an indication of an equipment fault, retrieving context data associated with the equipment fault, the context data including at least three of: a fault priority associated with the equipment fault, a work order status for a work order associated with the equipment fault, a priority associated with at least one of (i) a piece of equipment, (ii) a space, or (iii) an individual associated with the equipment fault, a monetary value associated with the equipment fault, or a health parameter associated with the equipment fault, calculating a score for the recommendation based on the at least three of: the fault priority, the work order status, the priority, the monetary value, or the health parameter, and performing an action based on the score using at least one of the score or the recommendation.
1. A method of ranking recommendations, the method comprising:
receiving, by one or more processing circuits, a recommendation to improve employee productivity, the recommendation including a first indication of an equipment fault;
retrieving, by the one or more processing circuits, context data associated with the equipment fault, the context data including at least three of: a fault priority associated with the equipment fault, a work order status for a work order associated with the equipment fault, a priority associated with at least one of (i) a piece of equipment, (ii) a space, or (iii) an individual associated with the equipment fault, a monetary value associated with the equipment fault, or a health parameter associated with the equipment fault;
calculating, by the one or more processing circuits, a score for the recommendation based on the at least three of: the fault priority, the work order status, the priority, the monetary value, or the health parameter; and
modifying, by the one or more processing circuits, a work order queue or maintenance schedule based on at least one of the score or the recommendation, wherein the equipment fault is repaired, the piece of equipment associated with the equipment fault is repaired or replaced, or the piece of equipment associated with the equipment fault or other equipment is controlled to work around the equipment fault based on the work order queue or maintenance schedule.
2. The method of claim 1 , wherein retrieving the context data includes retrieving data associated with a number of previous user interactions with recommendations relating to equipment of a same type as the piece of equipment.
3. The method of claim 2 , further comprising updating, by the one or more processing circuits, the priority based on the number of previous user interactions.
4. The method of claim 1 , wherein the context data further includes at least one of: an air quality metric associated with the equipment fault, or an energy usage metric associated with the equipment fault, and wherein the calculation of the score is further based on at least one of: the air quality metric or the energy usage metric.
5. The method of claim 1 , wherein the priority is a user defined priority corresponding to the at least one of: the piece of equipment, the space, or the individual.
6. The method of claim 1 , wherein retrieving the context data includes retrieving data describing a change to one or more environmental parameters of the space associated with the equipment fault, and wherein the method further includes updating the priority based on the change.
7. The method of claim 1 , wherein the score is calculated based on the fault priority, the work order status, and the priority.
8. The method of claim 1 , wherein retrieving the context data includes retrieving a second indication of whether the piece of equipment has a standby, and wherein the method further includes updating the priority based on the second indication.
9. The method of claim 1 , wherein the equipment fault is a predicted equipment fault that has yet to occur.
10. A system for ranking recommendations, the system comprising one or more processors and one or more memories storing instructions thereon that, when executed by the one or more processors, cause the one or more processors to:
receive a recommendation to improve employee productivity, the recommendation including a first indication of an equipment fault;
retrieve context data associated with the equipment fault, the context data including at least three of: a fault priority associated with the equipment fault, a work order status for a work order associated with the equipment fault, a priority associated with at least one of (i) a piece of equipment, (ii) a space, or (iii) an individual associated with the equipment fault, a monetary value associated with the equipment fault, or a health parameter associated with the equipment fault;
calculate a score for the recommendation based on the at least three of: the fault priority, the work order status, the priority, the monetary value, or the health parameter; and
perform an action that affects a condition within the space or the employee productivity or an action that affects operation of the piece of equipment associated with the equipment fault or other equipment operable to work around the equipment fault based on the score using at least one of the score or the recommendation.
11. The system of claim 10 , wherein retrieving the context data includes retrieving data associated with a number of previous user interactions with recommendations relating to equipment of a same type as the piece of equipment.
12. The system of claim 11 , wherein the instructions further cause the one or more processors to update the priority based on the number of previous user interactions.
13. The system of claim 10 , wherein performing the action includes emphasizing the recommendation over other recommendations by displaying the recommendation higher in a list of recommendations based on the score for the recommendation and other scores associated with each of the other recommendations.
14. The system of claim 10 , wherein the context data further includes at least one of: an air quality metric associated with the equipment fault, or an energy usage metric associated with the equipment fault, and wherein the calculation of the score is further based on at least one of: the air quality metric, or the energy usage metric.
15. The system of claim 10 , wherein the priority is a user defined priority corresponding to the at least one of: the piece of equipment, the space, or the individual.
16. The system of claim 10 , wherein retrieving the context data includes retrieving data describing a change to one or more environmental parameters of the space associated with the equipment fault, and wherein the instructions further cause the one or more processors to update the priority based on the change.
17. The system of claim 10 , wherein the score is calculated based on the fault priority, the work order status, and the priority.
18. The system of claim 10 , wherein retrieving the context data includes retrieving a second indication of whether the piece of equipment has a standby, and wherein the instructions further cause the one or more processors to update the priority based on the second indication.
19. The system of claim 10 , wherein the equipment fault is a predicted equipment fault that has yet to occur.