TREND WEIGHT – TRENDINESS DISTANCE - A NOVEL APPROACH TO IDENTIFY TRENDS IN MICROBLOGS
Journal: International Journal of Advanced Research in Engineering and Technology (IJARET) (Vol.8, No. 6)Publication Date: 2017-12-30
Authors : PRADYUMANSINH U. JADEJA; KETAN KOTECHA;
Page : 15-28
Keywords : Trendy Terms; Trendiness Distance; Trend Identification; Microblogs;
Abstract
Social media applications are widely used by billions of users who create tons of data. During last decade, this medium has established itself as a strong medium of communication which represents the voice of society. People tend to post almost everything like small event or happening of life through web-based networking media, especially microblogs are famous among these. This phenomenon generates noticeable important data with rich content of ideas, information, habits of mass, happenings and many more. Microblog is a reliable "meter” to identify the voice & flow of society as it reflects the Society but when it comes to analysis, it becomes much more difficult to identify the exact trend from discussions and also time-consuming for anyone as the nature of microblogs like quantum of data available and generated, data not having a well-defined model or structure & limited number of words to express the idea. In this paper, we have proposed a novel approach “Term Weight & Trendiness Distance Implementation to Identify Trendy Terms from Microblogs”
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Last modified: 2018-02-08 15:26:30