Trip Planning Queries for Subgroups in Spatial Databases

  • Tanzima Hashem
  • Tahrima Hashem
  • Mohammed Eunus Ali
  • Lars Kulik
  • Egemen Tanin
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9877)

Abstract

In this paper, we introduce a novel type of trip planning queries, a subgroup trip planning (SGTP) query that allows a group to identify the subgroup and the points of interests (POIs) from each required type (e.g., restaurant, shopping center, movie theater) that have the minimum aggregate trip distance for any subgroup size. The trip distance of a user starts at the user’s source location and ends at the user’s destination via the POIs. The computation of POI set for all possible subgroups with the straightforward application of group trip planning (GTP) algorithms would be prohibitively expensive. We propose an algorithm to compute answers for different subgroup size concurrently with less query processing overhead. We focus on both minimizing the total and maximum trip distance of the subgroup. We show the efficiency of our algorithms in experiments using both real and synthetic datasets.

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Copyright information

© Springer International Publishing AG 2016

Authors and Affiliations

  • Tanzima Hashem
    • 1
  • Tahrima Hashem
    • 2
  • Mohammed Eunus Ali
    • 1
  • Lars Kulik
    • 3
  • Egemen Tanin
    • 3
  1. 1.Department of Computer Science and EngineeringBangladesh University of Engineering and TechnologyDhakaBangladesh
  2. 2.Department of Computer Science and EngineeringDhaka UniversityDhakaBangladesh
  3. 3.Department of Computing and Information SystemUniversity of MelbourneMelbourneAustralia

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