Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: With the development of Internet technology, there is an increasing number of people who start to communicate with each other via social network sites (SNSs), while the growth of the amount of spam information is also awful, which degrades the quality of user experience to a certain extent. ,  assumed a new integrated model combining latent paragraph vectors trained via neural network and user vectors under social networks to detect spam microblogs based on Sina Microblog site.  verified and optimized through the SVM and Naive Bayes Classifier, and compared with models which only depend on user or textual features,  can achieve 46.14% and 9.81% promotion of performance via our new integrated model.
['Hongqiao Li', 'Ruifang Liu', 'Zhaoxiong Bao', 'Qinlong Wang']
I am writing a research paper on a idea An integrated model for detecting spam microblogs combining latent paragraph and user vector
[{"from": "human", "value": "I am writing a research paper on a idea An integrated model for detecting spam microblogs combining latent paragraph and user vector"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: With the development of Internet technology, there is an increasing number of people who start to communicate with each other via social network sites (SNSs), while the growth of the amount of spam information is also awful, which degrades the quality of user experience to a certain extent. ,  assumed a new integrated model combining latent paragraph vectors trained via neural network and user vectors under social networks to detect spam microblogs based on Sina Microblog site.  verified and optimized through the SVM and Naive Bayes Classifier, and compared with models which only depend on user or textual features,  can achieve 46.14% and 9.81% promotion of performance via our new integrated model."}]