PROJECT TITLE:

TopicSketch Real-time Bursty Topic Detection from Twitter - 2016

ABSTRACT:

Twitter has become one among the largest microblogging platforms for users around the planet to share anything happening around them with friends and beyond. A bursty topic in Twitter is one that triggers a surge of relevant tweets within a brief period of your time, which often reflects important events of mass interest. How to leverage Twitter for early detection of bursty topics has thus become an necessary research problem with immense practical price. Despite the wealth of research work on topic modelling and analysis in Twitter, it remains a challenge to detect bursty topics in real-time. As existing ways can hardly scale to handle the task with the tweet stream in real-time, we have a tendency to propose in this paper ?????????????????????? , a sketch-primarily based topic model together with a group of techniques to achieve real-time detection. We have a tendency to evaluate our solution on a tweet stream with over 30 million tweets. Our experiment results show each efficiency and effectiveness of our approach. Particularly it is conjointly demonstrated that ?????????????????????? on one machine will doubtless handle tons of millions tweets per day, that is on the identical scale of the entire number of daily tweets in Twitter, and gift bursty events in finer-granularity.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE :Modeling, Detection, and Diagnosis of Faults in Multilevel Memristor MemoriesABSTRACT:Memristors are an attractive choice for use in future memory architectures but are vulnerable to high defect densities thanks
PROJECT TITLE :Quality-Differentiated Video Multicast in Multirate Wireless Networks - 2013ABSTRACT:Adaptation of modulation and transmission bit-rates for video multicast in a multirate wireless network is a challenging problem
PROJECT TITLE :Distance Bounding A Practical Security Solution for Real-Time Location Systems - 2013ABSTRACT:The need for implementing adequate security services in industrial applications is increasing. Verifying the physical

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry