학술논문

Efficient Computation of Group Optimal Sequenced Routes in Road Networks
Document Type
Conference
Source
2015 16th IEEE International Conference on Mobile Data Management Mobile Data Management (MDM), 2015 16th IEEE International Conference on. 1:122-127 Jun, 2015
Subject
Computing and Processing
Aggregates
Roads
Position measurement
Query processing
Space exploration
Planning
Trip Planning
Group Optimal Sequenced Route Queries
Location Based Services
Language
ISSN
1551-6245
2375-0324
Abstract
The proliferation of location-based social networks allows people to access location-based services as a group. We address Group Optimal Sequenced Route (GOSR) queries that enable a group to plan a trip with a minimum aggregate trip distance. The trip starts from the source locations of the group members, goes via a predefined sequence of different point of interests (POIs) such as a restaurant, shopping center and movie theater, and ends at the destination locations of the group members. The aggregate trip distance can be the total or the maximum trip distance of the group members. We introduce a novel approach to efficiently compute group optimal sequenced routes in road networks. We exploit elliptical properties to refine the POI search space and develop efficient algorithms for GOSR queries. Experiments show that our approach outperforms a naive approach significantly in terms of processing time and I/Os.