ISSN: 2277-9655 [Muley* et al., 6(3): March, 2017] Impact Factor: 4.116 IC™ Value: 3.00 CODEN: IJESS7 http: // www.ijesrt.com © International Journal of Engineering Sciences & Research Technology [341] IJESRT INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY REVIEW ON: KEYWORD BASED OPERATIVE SUMMARIZATION USING EVOLUTIONARY TWEETS Vrushali Muley*, Manisha Kadam, Reshma Magdum, Shruti Jadhav, C. S. Bhosale * Department of Compute, MMIT, India DOI: 10.5281/zenodo.400962 ABSTRACT Small text messages such as tweets are shared at an unprecedented rate. As the data is growing enormously, analysis of this data is hard to achieve. So in this paper we propose a system which generates summary from the given dataset. In his system we used an algorithm named Tweet Cluster Veector (TCV), which is used in data cluster formation, a TCV- Rank summarization method is used in summary generation, and Topic evolution detection method is used for topic relevant summary generation. The system provides flexibility and effective summarization of the given dataset. KEYWORDS: 1. Tweet Stream i) Tweet data ii) Plugin iii) Twitter timeline 2. Continuous Summarization i) Set of documents ii) Content presentation iii)Tweet Summarization 3. Timeline Summarization i)Real-time Timeline ii)Tweet Cluster Vector Introduction INTRODUCTION As the popularity of social networking sites is increasing every new day, large amount of data is shared by people. For example Twitter, which receives over 400 million of tweets every day. So while searching for specific topic on twitter, It may result to millions of tweets and going through all tweets one by one is kind of difficult task. Considering this problem we developed a system which efficiently provides the summary of the given dataset. SOFTWARE REQUIREMENT BACK END: MySQL MySQL is an Open-Source Relational Database Management System, which supports for cross platform. It supports various data manipulating methods. It is written in C and C++. It works on many system platforms like Linux, Microsoft Windows etc. FRONT END: Eclipse IDE Eclipse is an Integreted Development Environmet which can be used for customizing the environment. It is used to produce Java applications as it is mostly written in Java language. It also supports other languages such as C, C++ etc. HARDWARE REQUIREMENT 1. Processor – i3 and above 2. RAM – 512 MB