Data mining and warehousing for Temporal Data Objects
Journal Title: International Journal of Research in Computer and Communication Technology - Year 2014, Vol 3, Issue 1
Abstract
Mobility data analysis became a more challenging task because of its huge application in different field of science and other daily applications like service accessibility, mobile marketing and traffic management. Online analytical processing (OLAP) and data mining (DM) techniques can be used to make the huge amount of data in to useful knowledge. The challenges of dealing this data have been studied during the last decade and applying a analytical techniques on such data is also considered. To achieve this and handle the data in efficient way we have considered the complex natured temporal data . In this paper we proposed a framework for Mobility / Temporal Data Warehousing and Mining consist of Knowledge Discovery & Delivery steps. Specifically, Trajectory Data Warehousing techniques and OLAP operations are focused for data extraction and traffic pattern management.
Authors and Affiliations
Kola Surya Prakash
Keywords
Related Articles
- EP ID EP27816
- DOI -
- Views 266
- Downloads 0
A Novel Approach to Determine the Rules for Web Page Prediction using Dynamically Chosen K-Order Markov Models
The problem of predicting user’s behavior on a Web site has fundamental significance due to the rapid growth of the World Wide Web. Recent research initiatives have addressed the need for improved performance of Web...
Multichannel Contact Center Performance Analysis
The Contact Centers play important role in customer interactions. They provide information to differentiate company products and services and build loyalty relations with customers. The Contact Center is the central...
Comparison and performance analysis of VLSI adders using 22nm Technology
Speed, power and chip area are the most important goal of the current nano meter technology, so it is very important to design and implement new VLSI circuits. Here we design and compare the various CMOS adders with...
Secured Architecture To Access Cloud Based Services
Cloud computing is new software IT revolution refers to the delivery of computer resources over the internet. Cloud storage is about much more than hosting online media. You need to deliver online media content, such...
Unobservable Secure Proactive Routing Protocol For Fast & Secure Transmission
a mobile ad hoc network (MANET) is a collection of mobile nodes that is connected through a wireless medium forming rapidly changing topologies. it allowing people and devices to seamlessly communicate without any p...