Intent-based command recommendation generation in an analytics system

One or more computer-storage media having computer-executable instructions embodied thereon that, when executed by a computing system having a processor and memory, cause the processor to:

• access, for an analytics session, analysis-goal information;
• select, for the analysis goal information, an analysis-goal from a plurality of analysis-goals, wherein the plurality of analysis-goals are identified based on corresponding analysis-goal models;
• identify, for the analysis-goal, a probable command that corresponds to the analysis-goal, wherein the probable command is identified based on a plurality of goal-informed models that are trained on a plurality of previous sequences of commands, wherein the plurality of goal-informed models support predicting probable commands for corresponding analysis-goals;
• and
• communicate the probable command as a command recommendation for the analysis goal.

A computerized system comprising:

• means for accessing, for an analytics session, analysis-goal information;
• means for selecting, for the analysis goal information, an analysis-goal from a plurality of analysis-goals, wherein the plurality of analysis-goals are identified based on corresponding analysis-goal models;
• means for identifying, for the analysis-goal, a probable command that corresponds to the analysis-goal, wherein the probable command is identified based on a plurality of goal-informed models that are trained on a plurality of previous sequences of commands, wherein the plurality of goal-informed models support predicting probable commands for corresponding analysis-goals;
• and
• means for communicating the probable command as a command recommendation for the analysis goal.