Abstract
Text analysis includes lexical analysis of the text and has been widely studied and used in diverse applications. In the last decade, researchers have proposed many efficient solutions to analyze / classify large text dataset, however, analysis / classification of short text is still a challenge because 1) the data is very sparse 2) It contains noise words and 3) It is difficult to understand the syntactical structure of the text. Short Messaging Service (SMS) is a text messaging service for mobile/smart phone and this service is frequently used by all mobile users. Because of the popularity of SMS service, marketing companies nowadays are also using this service for direct marketing also known as SMS marketing.In this paper, we have proposed Ontology based SMS Controller which analyze the text message and classify it using ontology aslegitimate or spam. The proposed system has been tested on different scenarios and experimental results shows that the proposed solution is effective both in terms of efficiency and time.
Highlights
Mobile phones were initially developed to make and receive calls while being mobile using radio link
The prerequisite of using this feature is that all participating users should have Ontology based SMS Controller installed on the smart phone
With the evolution in Smartphone era, leading IT companies and researchers have proposed many efficient applications; one of them is SMS Manager which helps to manage the SMS on smart phones
Summary
Mobile phones were initially developed to make and receive calls while being mobile using radio link. Smart phones were developed with the integration of mobile phone and personal digital assistant (PDA) functions. These smart phones include number of exciting features like touch screen, mobile web browser (i.e. access websites on mobile phone) and WiFi (i.e. access internet using wireless connection) support. In 2005, Google entered into the mobile market with the help of an open source operating system for smart phones called Android. SMS is a text messaging service on the phone, web or mobile system and mostly used data application is SMS text messaging.
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