Paper Info
Title
Context Oriented Information Integration
Abstract
Faced with growing knowledge management needs, enterprises are increasingly realizing the importance of seamlessly integrating critical business information distributed across both structured and unstructured data sources. Academicians have focused on this problem but there still remain a lot of obstacles for its widespread use in practice. One of the key problems is the absence of schema in unstructured text. In this paper we present a new paradigm for integrating information which overcomes this problem --- that of Context Oriented Information Integration. The goal is to integrate unstructured data with the structured data present in the enterprise and use the extracted information to generate actionable insights for the enterprise. We present two techniques which enable context oriented information integration and show how they can be used for solving real world problems.
Year
DOI
Venue
2009
10.1007/978-3-642-03722-1_12
T. Large-Scale Data- and Knowledge-Centered Systems
Keywords
Field
DocType
integration task,key problem,existing integration solution,widespread use,context oriented information integration,score,structured data,community-oriented information integration,community-oriented integration,integrated data,critical business information,unstructured data source,unstructured data integration,information integration,source owner,collective data,erocs.,unstructured data,inconsistent data,novel data model,real world problem,unstructured text,central authority,knowledge management,data integrity
Information integration,Business information,Computer science,Knowledge management,Unstructured data,Enterprise information integration,Knowledge base,Data model,Schema (psychology)
Journal
Volume
ISSN
Citations 
1
0302-9743
0
PageRank 
References 
Authors
0.34
24
5
Name
Order
Citations
PageRank
Mukesh Mohania149642.79
Manish Bhide225319.07
Prasan Roy3102778.86
Venkatesan T. Chakaravarthy442134.76
Himanshu Gupta52653277.86