AI World Landscape

Research Questions

1. RQ1: What kind of AI applications do people build?

   Expect result: Set proper categories, assign each AI application to a proper category.

   data:

   • find all

   Methods:

   • Using text clustering method to cluster projects' documents. Here documents includes but not limited to readme, code comment

2. RQ2: How do people use AI frameworks?

   Expect result: Set properly network architectures. Link those architectures with each category's application. See Whether applications is tightly associated with architectures.

   Implication: Provide guide to developers when they want to build applications in some categorization on choosing architectures.

3. RQ3: Can developers benefit from tutorials?

   Expect result: Based on RQ1 result, choose tutorials in each categories, get each developer's development trace. Check whether those developers with tutorials have a higher ratio than those without tutorials creating corresponding applications.

   Implications: Get useful tutorials for each category.