Information processing apparatus, information processing method, and computer program product

An information processing method, comprising:

• receiving, by an information processing apparatus comprising one or more hardware processors, input information expressed in a natural language from a user;
• determining, by the information processing apparatus, an abstraction level of the natural language by using a language model, and planning analysis processing intended by the user by using the natural language in a case where it is determined by the language model that the abstraction level is low;
• generating, by the information processing apparatus, an interaction element that more specifically specifies an intention of the user expressed in the natural language in a case where it is determined by the language model that the abstraction level is high;
• determining, by the information processing apparatus, an execution method for planned analysis processing in a case where it is determined by the language model that the abstraction level is low;
• executing, by the information processing apparatus, the analysis processing by the determined execution method;
• generating, by the information processing apparatus, output information based on a result of the analysis processing;
• and
• outputting, by the information processing apparatus, the interaction element or the output information.

A computer program product having a non-transitory computer readable medium including instructions stored thereon, wherein the instructions, when executed by a computer, cause the computer to function as:

• an input receiver that receives input information expressed in a natural language from a user;
• an analysis planning unit that determines an abstraction level of the natural language by using a language model, and plans analysis processing intended by the user by using the natural language in a case where it is determined by the language model that the abstraction level is low;
• an interaction element generator that generates an interaction element that more specifically specifies an intention of the user expressed in the natural language in a case where it is determined by the language model that the abstraction level is high;
• an analysis determiner that determines an execution method for planned analysis processing in a case where it is determined by the language model that the abstraction level is low;
• an analysis execution unit that executes the analysis processing by the determined execution method;
• an output generator that generates output information based on a result of the analysis processing;
• and
• an output unit that outputs the interaction element or the output information.