Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In the modern life, SMS (Short Message Service) is one of the most neces- sary services on mobile devices. Because of its popularity, many companies use SMS as an effective marketing and advertising tool. Also, the popularity gives hackers chances to abuse SMS to cheat mobile users and steal personal information in their mobile phones, for example. ,  propose a method to detect spam SMS on mobile devices and smart phones. Our approach is based on improving a graph-based algorithm and utilizing the KNN Algorithm - one of the simplest and most effective clas- sification algorithms. The experimentation is carried out on SMS message collections and the results ensures the efficiency of the proposed method, with high accuracy and small processing time enough for detecting spam messages directly on mobile phones in real time.
['Tran Phuc Ho', 'Ho-Seok Kang', 'Sung-Ryul Kim']
I am writing a research paper on a idea Graph-based KNN Algorithm for Spam SMS Detection
[{"from": "human", "value": "I am writing a research paper on a idea Graph-based KNN Algorithm for Spam SMS Detection"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In the modern life, SMS (Short Message Service) is one of the most neces- sary services on mobile devices. Because of its popularity, many companies use SMS as an effective marketing and advertising tool. Also, the popularity gives hackers chances to abuse SMS to cheat mobile users and steal personal information in their mobile phones, for example. ,  propose a method to detect spam SMS on mobile devices and smart phones. Our approach is based on improving a graph-based algorithm and utilizing the KNN Algorithm - one of the simplest and most effective clas- sification algorithms. The experimentation is carried out on SMS message collections and the results ensures the efficiency of the proposed method, with high accuracy and small processing time enough for detecting spam messages directly on mobile phones in real time."}]