DefinePK

Abstract

In the present era, mobile phone is a huge market, where day by day a new brand and lot of models of mobile phones are releasing, among which choosing one best mobile is a tremendous task. Where we take the problem of choosing a mobile phone by our technique ADMK (Aspect and Domain based Mobile ranking). A variety of Sources of information about the model of mobile phones being launched in market are available, where some of the websites provide rich and valuable knowledge for users and companies. But review of products can be often fuzzy and confused. This can be effectively done by Aspect determination from different text reviews available in the social media. Firstly, it identify the aspects to be considered to rate the product. Some of the aspects like Camera, RAM, Processor, and Memory are more important than USB port, buttons, panel, design. Free text reviews are extracted from the website using web Crawler. These reviews are processed to find out the opinion of the user on each aspect. The opinion of the customer on the important aspects will have great impact on the overall rating of the product. So by finding the weight of the aspect we will rank the aspects according to their influence on the overall rating of the product. By considering the different parameters like weight of the aspect, Classifier Rating will calculate the rating more accurately. This will provide the users to by the truthful product through online-shopping.