Title
A Context Aware Notification Architecture Based on Distributed Focused Crawling in the Big Data Era.
Abstract
The amount of data created in various sources over the Web is tremendously increasing. Trying to keep track of relevant sources is an increasingly time-consuming task. The traditional way of accessing information over the Web is pull-based. Users need to query data sources in certain time intervals where an important piece of information can be lately recognized or even missed completely. Technologies including RSS help users to get push-based notifications from websites. Discovering the relevant information without a notification overload is still not possible with existing technologies. Despite some promising efforts in push-based architectures to solve this problem, they fall short to meet the requirements in the big data era. In this study, by leveraging the latest advancements in distributed computing and big data analytics technologies, we use a focused crawling approach to propose a context aware notification architecture for people to find desired information at its most valuable state.
Year
DOI
Venue
2017
10.1007/978-3-319-65930-5_3
Lecture Notes in Business Information Processing
Keywords
DocType
Volume
Big data,Stream processing,Distributed focused crawling,Context aware notifications,Distributed complex event processing
Conference
299.0
ISSN
Citations 
PageRank 
1865-1348
0
0.34
References 
Authors
0
5
Name
Order
Citations
PageRank
Mehmet Ali Akyol100.34
Mert Onuralp Gökalp200.68
Kerem Kayabay300.34
P. Erhan Eren413721.94
Altan Koçyigit5228.09