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GLOBALSOFT TECHNOLOGIES 
IEEE PROJECTS & SOFTWARE DEVELOPMENTS 
IEEE FINAL YEAR PROJECTS|IEEE ENGINEERING PROJECTS|IEEE STUDENTS PROJECTS|IEEE 
BULK PROJECTS|BE/BTECH/ME/MTECH/MS/MCA PROJECTS|CSE/IT/ECE/EEE PROJECTS 
CELL: +91 98495 39085, +91 99662 35788, +91 98495 57908, +91 97014 40401 
Visit: www.finalyearprojects.org Mail to:ieeefinalsemprojects@gmail.com 
Authentication of k Nearest Neighbor Query on Road 
Networks 
Abstract 
Outsourcing spatial databases to the cloud provides an economical and flexible way for 
data owners to deliver spatial data to users of location-based services. However, in the 
database outsourcing paradigm, the third-party service provider is not always trustworthy, 
therefore, ensuring spatial query integrity is critical. In this paper, we propose an efficient 
road network k-nearest-neighbor query verification technique which utilizes the network 
Voronoi diagram and neighbors to prove the integrity of query results. Unlike previous work 
that verifies k-nearest-neighbor results in the Euclidean space, our approach needs to verify 
both the distances and the shortest paths from the query point to its kNN results on the road 
network. We evaluate our approach on real-world road networks together with both real and 
synthetic points of interest datasets. Our experiments run on Google Android mobile 
devices which communicate with the service provider through wireless connections. The 
experiment results show that our approach leads to compact verification objects (VO) and 
the verification algorithm on mobile devices is efficient, especially for queries with low 
selectivity. 
Existing system 
Outsourcing spatial databases to the cloud provides an economical and flexible way for 
data owners to deliver spatial data to users of location-based services. However, in the 
database outsourcing paradigm, the third-party service provider is not always trustworthy, 
therefore, ensuring spatial query integrity is critical.
Proposed system 
In this paper, we propose an efficient road network k-nearest-neighbor query verification 
technique which utilizes the network Voronoi diagram and neighbors to prove the integrity of 
query results. Unlike previous work that verifies k-nearest-neighbor results in the Euclidean 
space, our approach needs to verify both the distances and the shortest paths from the 
query point to its kNN results on the road network. We evaluate our approach on real-world 
road networks together with both real and synthetic points of interest datasets. Our 
experiments run on Google Android mobile devices which communicate with the service 
provider through wireless connections. The experiment results show that our approach 
leads to compact verification objects (VO) and the verification algorithm on mobile devices 
is efficient, especially for queries with low selectivity. 
System Configuration:- 
Hardware Configuration:- 
 Processor - Pentium –IV 
 Speed - 1.1 Ghz 
 RAM - 256 MB(min) 
 Hard Disk - 20 GB 
 Key Board - Standard Windows Keyboard 
 Mouse - Two or Three Button Mouse 
 Monitor - SVGA 
Software Configuration:-
 Operating System : Windows XP 
 Programming Language : JAVA 
 Java Version : JDK 1.6 & above.

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IEEE 2014 JAVA DATA MINING PROJECTS Authentication of k nearest neighbor query on road networks

  • 1. GLOBALSOFT TECHNOLOGIES IEEE PROJECTS & SOFTWARE DEVELOPMENTS IEEE FINAL YEAR PROJECTS|IEEE ENGINEERING PROJECTS|IEEE STUDENTS PROJECTS|IEEE BULK PROJECTS|BE/BTECH/ME/MTECH/MS/MCA PROJECTS|CSE/IT/ECE/EEE PROJECTS CELL: +91 98495 39085, +91 99662 35788, +91 98495 57908, +91 97014 40401 Visit: www.finalyearprojects.org Mail to:ieeefinalsemprojects@gmail.com Authentication of k Nearest Neighbor Query on Road Networks Abstract Outsourcing spatial databases to the cloud provides an economical and flexible way for data owners to deliver spatial data to users of location-based services. However, in the database outsourcing paradigm, the third-party service provider is not always trustworthy, therefore, ensuring spatial query integrity is critical. In this paper, we propose an efficient road network k-nearest-neighbor query verification technique which utilizes the network Voronoi diagram and neighbors to prove the integrity of query results. Unlike previous work that verifies k-nearest-neighbor results in the Euclidean space, our approach needs to verify both the distances and the shortest paths from the query point to its kNN results on the road network. We evaluate our approach on real-world road networks together with both real and synthetic points of interest datasets. Our experiments run on Google Android mobile devices which communicate with the service provider through wireless connections. The experiment results show that our approach leads to compact verification objects (VO) and the verification algorithm on mobile devices is efficient, especially for queries with low selectivity. Existing system Outsourcing spatial databases to the cloud provides an economical and flexible way for data owners to deliver spatial data to users of location-based services. However, in the database outsourcing paradigm, the third-party service provider is not always trustworthy, therefore, ensuring spatial query integrity is critical.
  • 2. Proposed system In this paper, we propose an efficient road network k-nearest-neighbor query verification technique which utilizes the network Voronoi diagram and neighbors to prove the integrity of query results. Unlike previous work that verifies k-nearest-neighbor results in the Euclidean space, our approach needs to verify both the distances and the shortest paths from the query point to its kNN results on the road network. We evaluate our approach on real-world road networks together with both real and synthetic points of interest datasets. Our experiments run on Google Android mobile devices which communicate with the service provider through wireless connections. The experiment results show that our approach leads to compact verification objects (VO) and the verification algorithm on mobile devices is efficient, especially for queries with low selectivity. System Configuration:- Hardware Configuration:-  Processor - Pentium –IV  Speed - 1.1 Ghz  RAM - 256 MB(min)  Hard Disk - 20 GB  Key Board - Standard Windows Keyboard  Mouse - Two or Three Button Mouse  Monitor - SVGA Software Configuration:-
  • 3.  Operating System : Windows XP  Programming Language : JAVA  Java Version : JDK 1.6 & above.