An Uncertainty-Aware Approach for Exploratory Microblog Retrieval


Although there was a nice deal of interest in analyzing client opinions and breaking news in microblogs, progress has been hampered by the dearth of an efficient mechanism to discover and retrieve data of interest from microblogs. To handle this problem, we have a tendency to have developed an uncertainty-aware visual analytics approach to retrieve salient posts, users, and hashtags. We extend an existing ranking technique to compute a multifaceted retrieval result: the mutual reinforcement rank of a graph node, the uncertainty of every rank, and therefore the propagation of uncertainty among different graph nodes. To illustrate the three sides, we have a tendency to have additionally designed a composite visualization with three visual elements: a graph visualization, an uncertainty glyph, and a flow map. The graph visualization with glyphs, the flow map, and also the uncertainty analysis along enable analysts to effectively notice the foremost unsure results and interactively refine them. We have a tendency to have applied our approach to many Twitter datasets. Qualitative evaluation and 2 real-world case studies demonstrate the promise of our approach for retrieving high-quality microblog data.

Did you like this research project?

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

PROJECT TITLE : Scalable Uncertainty-Aware Truth Discovery in Big Data Social Sensing Applications for Cyber-Physical Systems - 2017 ABSTRACT: Social sensing could be a new massive data application paradigm for Cyber-Physical
PROJECT TITLE : Uncertainty-Aware Household Appliance Scheduling Considering Dynamic Electricity Pricing in Smart Home ABSTRACT : High quality demand side management has become indispensable in the smart grid infrastructure
PROJECT TITLE : Hop-by-Hop Message Authenticationand Source Privacy in WirelessSensor Networks - 2014 ABSTRACT: Message authentication is one of the most effective ways to thwart unauthorized and corrupted messages from being
PROJECT TITLE : Cross-Layer Approach for Minimizing Routing Disruption in IP Networks - 2014 ABSTRACT: Backup paths are widely used in IP networks to protect IP links from failures. However, existing solutions such as the commonly
PROJECT TITLE :Network Traffic Classification Using Correlation Information - 2013ABSTRACT:Traffic classification has wide applications in network management, from security monitoring to quality of service measurements. Recent

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

Project Enquiry