Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Assigning keywords to articles can be extremely costly.   propose a new approach to biomedical concept extraction using semantic features of concept graphs to help in automatic labeling of scientific publications. The proposed system extracts key concepts similar to author-provided keywords.  represent full-text documents by graphs and map biomedical terms to predefined ontology concepts. In addition to occurrence frequency ights,  use concept relation ights to rank potential key concepts.  compare our technique to that of KEA's, a state-of-the-art keyphrase extraction software. The results show that using the relations ight significantly improves the performance of concept extraction. The results also highlight the subjectivity of the concept extraction procedure as ll as of its evaluation.
['Said Bleik', 'Wei Xiong', 'Yiran Wang', 'Min Song']
I am writing a research paper on a idea Biomedical concept extraction using concept graphs and ontology-based mapping
[{"from": "human", "value": "I am writing a research paper on a idea Biomedical concept extraction using concept graphs and ontology-based mapping"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Assigning keywords to articles can be extremely costly.   propose a new approach to biomedical concept extraction using semantic features of concept graphs to help in automatic labeling of scientific publications. The proposed system extracts key concepts similar to author-provided keywords.  represent full-text documents by graphs and map biomedical terms to predefined ontology concepts. In addition to occurrence frequency ights,  use concept relation ights to rank potential key concepts.  compare our technique to that of KEA's, a state-of-the-art keyphrase extraction software. The results show that using the relations ight significantly improves the performance of concept extraction. The results also highlight the subjectivity of the concept extraction procedure as ll as of its evaluation."}]