Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  proposes a domain independent method for handling interoperability problems by learning a mapping beten ontologies. The learning method is based on exchanging instances of concepts that are defined in the ontologies. The method starts with identifying pairs of instances of concepts denoting the same entity in the world using information retrieval techniques, follod by proposing and evaluating mappings beten the ontologies using the pairs of instances. For each step of this method, the likelihood that a decision is correct is taken into account. Important benefits of the method are that (a) no domain knowledge is required, and (b) the structures of ontologies beten which a mapping must be established, play no role.
['Floris Wiesman', 'Nico Roos']
I am writing a research paper on a idea Domain Independent Learning of Ontology Mappings
[{"from": "human", "value": "I am writing a research paper on a idea Domain Independent Learning of Ontology Mappings"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  proposes a domain independent method for handling interoperability problems by learning a mapping beten ontologies. The learning method is based on exchanging instances of concepts that are defined in the ontologies. The method starts with identifying pairs of instances of concepts denoting the same entity in the world using information retrieval techniques, follod by proposing and evaluating mappings beten the ontologies using the pairs of instances. For each step of this method, the likelihood that a decision is correct is taken into account. Important benefits of the method are that (a) no domain knowledge is required, and (b) the structures of ontologies beten which a mapping must be established, play no role."}]