Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: It is ll known that b users create links with different intentions. Hover, a key question, which is not ll studied, is how to categorize the links and how to quantify the strength of the influence of a b page on another if there is a link beten the two linked b pages. ,  focus on the problem of link semantics analysis, and propose a novel supervised learning approach to build a model, based on a training link-labeled and link-ighted graph where a link-label represents the category of a link and a link-ight represents the influence of one b page on the other in a link. Based on the model built,  categorize links and quantify the influence of b pages on the others in a large graph in the same application domain.  discuss our proposed approach, namely Pairwise Restricted Boltzmann Machines (PRBMs), and conduct extensive experimental studies to demonstrate the effectiveness of our approach using large real datasets.
['Jie Tang', 'Jing Zhang', 'Jeffrey Xu Yu', 'Zi Yang', 'Keke Cai', 'Rui Ma', 'Li Zhang', 'Zhong Su']
I am writing a research paper on a idea Topic Distributions over Links on Web
[{"from": "human", "value": "I am writing a research paper on a idea Topic Distributions over Links on Web"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: It is ll known that b users create links with different intentions. Hover, a key question, which is not ll studied, is how to categorize the links and how to quantify the strength of the influence of a b page on another if there is a link beten the two linked b pages. ,  focus on the problem of link semantics analysis, and propose a novel supervised learning approach to build a model, based on a training link-labeled and link-ighted graph where a link-label represents the category of a link and a link-ight represents the influence of one b page on the other in a link. Based on the model built,  categorize links and quantify the influence of b pages on the others in a large graph in the same application domain.  discuss our proposed approach, namely Pairwise Restricted Boltzmann Machines (PRBMs), and conduct extensive experimental studies to demonstrate the effectiveness of our approach using large real datasets."}]