Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A very recent topic in CBR research deals with the automated optimisation of similarity measures—a core component of each CBR application—by using machine learning techniques. In our previous work, a number of approaches to bias and guide the learning process have been proposed aiming at more stable learning results and less susceptibility to overfitting. Those methods support the learner by incorporating background knowledge into the optimisation process. ,  focus on one specific form of knowledge, namely vocabulary knowledge implicitly contained in the model of the respective application domain, as a source to enhance the learning of similarity measures.
['Thomas Gabel']
I am writing a research paper on a idea On the use of vocabulary knowledge for learning similarity measures
[{"from": "human", "value": "I am writing a research paper on a idea On the use of vocabulary knowledge for learning similarity measures"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A very recent topic in CBR research deals with the automated optimisation of similarity measures\u2014a core component of each CBR application\u2014by using machine learning techniques. In our previous work, a number of approaches to bias and guide the learning process have been proposed aiming at more stable learning results and less susceptibility to overfitting. Those methods support the learner by incorporating background knowledge into the optimisation process. ,  focus on one specific form of knowledge, namely vocabulary knowledge implicitly contained in the model of the respective application domain, as a source to enhance the learning of similarity measures."}]