I would like to create a graph of the whole Java ecosystem.
I would like to start from the Java Wikipedia article and, from there, follow every connection that deals with the Java programming language, its frameworks, spin-offs, etc.
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If you want to follow every link from the article Java (software platform), you can do that using the API. But it also links to some general articles (like Garbage collection (computer science)) and some articles that are not about Java (like C (programming language)). And those examples are just from the lead section of the article.
What you could do instead is to use the API to walk through Category:Java platform and all its subcategories. This should get you all articles about Java and directly related topics.
For example, to get all the pages directly in that category, you can use query like this:
http://en.wikipedia.org/w/api.php?format=xml&action=query&list=categorymembers&cmtitle=Category:Java_platform&cmlimit=max