FCAlib is an open-source, extensible library for Formal Concept Analysis (FCA) tool developers that implements the FCAAPI. It provides basic functionalities that are needed for building an FCA tool. It supports incomplete contexts and includes efficient implementations of basic FCA algorithms like implicational closure, next-closed set, etc. It implements the attribute exploration algorithm in such a way that it can be used together with a custom implemented expert that supports FCAAPI. Javadoc for FCAlib can be found here. FCAlib is extended by OntoComPlib for using attribute exploration together with OWL ontologies. The following code segment shows how to create a formal context, add attributes to it, create an expert for this context, and start attribute exploration:
// Create a formal context whose attributes are of type String, and whose objects have
// identifiers of type String
FormalContext<String,String> context = new FormalContext<String,String>();
// Create an expert for this context
MyExpertClass<String> expert = new MyExpertClass<String>(context);
// Add attributes to this context
context.addAttribute("a");
context.addAttribute("b");
context.addAttribute("c");
// Set expert for this context
context.setExpert(expert);
// Context listens to the actions of the expert
expert.addExpertActionListener(context);
// Create an expert action for starting attribute exploration
StartExplorationAction<String,String,FullObject<String,String>> action =
new StartExplorationAction<String,String,FullObject<String,String>>();
action.setContext(context);
// Fire the action, exploration starts...
expert.fireExpertAction(action);The following code segment shows how to create a set of implications for the above context, add implications to it, and compute next-closure:
// Create a set of implications for the above context. Attributes are of type String
ImplicationSet<String> = new ImplicationSet<String>(context);
// Create a new implication with empty premise and conclusion
Implication<String> imp = new Implication<String>();
// Add attribute "a" to the premise
imp.getPremise().add("a");
// Add attribute "b" to the conclusion
imp.getConclusion().add("b");
// Add this implication to the implication set
implications.add(imp);
// Compute the next-closed set after mySet, and update mySet
mySet = implications.nextClosure(mySet);See LICENSE
Original Developer: Barış Sertkaya
Additional Developers: Julian Mendez, Francesco Kriegel, Daniel Borchmann
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