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Requirements Clarification & Assessment
Understanding the Problem:
The problem involves determining the degrees of separation between any two actors, which is essentially finding the shortest path in a graph where actors are nodes and connections via movies are edges.
Defining the "Connection":
A connection can be defined as two actors appearing in the same movie. This needs to be clearly defined to ensure consistency in the approach.
Data Requirements:
Access to a comprehensive dataset of movies and actors, such as IMDb, which includes information about which actors have appeared in which movies.
Scope of the Problem:
Determine if the solution should handle a few actor pairs or if it needs to be scalable for a large number of queries.
Performance Considerations:
Assess the computational complexity and performance requirements, especially if dealing with a large dataset.
Technology Constraints:
Identify any constraints related to the technology stack that must be used, such as specific database systems or programming languages.