Profiling Entities over Time in the Presence of Unreliable Sources - 2017


To harness the wealthy amount of knowledge offered on the web today, several organizations aggregate public (and private) knowledge to derive information repositories for real-world entities. This paper aims to make historical profiles of real-world entities by integrating temporal records collected from totally different sources. This drawback is challenging not only as a result of entities could amendment their attribute values over time, however conjointly as a result of data provided by the sources may be unreliable. In this paper, we gift a new resolution for profiling entities over time. To understand the evolution of entities, we describe a novel transition model that offers the probability that an entity can modification to a particular attribute value once some time period. Next, a group of quality metrics are defined for the data sources to capture the exactness and timeliness of their provided values. The transition model and the standard metrics are then engineered into a source-aware temporal matching algorithm that may link temporal records to entities at the proper time and augment entity profiles with correct values. Our suite of experiments demonstrate that the proposed approach is in a position to outperform the state-of-the-art techniques by constructing additional complete and correct profiles for entities.

Did you like this research project?

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

PROJECT TITLE : Video Behavior Profiling for Anomaly Detection ABSTRACT: The goal of this study is to solve the challenge of modeling video behavior acquired in surveillance cameras for online normal behavior recognition and anomaly
PROJECT TITLE :Interactive Visual Profiling of MusiciansABSTRACT:Determining similar objects based upon the options of an object of interest could be a common task for visual analytics systems. This method is called profiling,
PROJECT TITLE :Profiling Support for Runtime Managed Code: Next Generation Performance Monitoring UnitsABSTRACT:Given the rise of runtime managed code environments in desktop, server, and mobile segments, agile, flexible, and
PROJECT TITLE :An Optoelectronic Profiling and Ranging Sensor for Monitoring of PerimetersABSTRACT:Electronic monitoring of perimeters plays very important roles in homeland security, management of traffic and of human-wildlife
PROJECT TITLE : R3E Reliable Reactive Routing Enhancement for Wireless Sensor Networks - 2014 ABSTRACT: Providing reliable and efficient communication under fading channels is one of the major technical challenges in wireless

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

Project Enquiry