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Keyword Analysis

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Abstract: In the recent times, a huge amount of text is being generated for social purposes on twitter social networking site. Summarizing and analysing of twitter content is an important task as it benefits many applications such asinformation retrieval, automatic indexing, automatic classification, automatic clustering, automatic filtering etc. One of the most important tasks in analyzing tweets is automatic keyword extraction. There are some graph based approaches for keyword extraction which determine keywords only based on centrality measure. However the importance of a keyword in twitter depends on various parameters such as frequency, centrality, position and strength of neighbors of the keyword.Therefore this paper proposes a novel …show more content…

Other applications using keywords include automatic indexing, automatic summarization, automatic classification, automatic clustering, automatic topic detection and tracking, and automatic filtering ([5]). The task of mining these keywords from a document is called as keyword extraction. The manual assignment of keywords is a very time consuming and tedious task so it is important to have a proficient automated keyword extraction …show more content…

Micro blogging is a combination of blogging and instant messaging that allows users to create short messages to be posted and shared with an audience online. Social platforms like twitter have become extremely popular forms of this new type of blogging, especially on the mobile web -- making it much more convenient to communicate with people compared to the days when desktop web browsing and interaction was the norm.Users share thoughts, links and pictures on Twitter, journalists comment on live events, and companies promote products and engage with customers. The list of different ways to use twitter could be really long, and with 500 millions of tweets per day, there’s a lot of data to analyze and explore.One of the most important tasks in analyzing twitter data is keyword extraction. If keywords of a text are extracted properly, subject of the text can be studied and analyzed comprehensively and good decision can be made on the

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