Path Independent Real Time Points of Interest Detection in Road Networks

Rohella, Anshuman and Singh, Sanjay (2016) Path Independent Real Time Points of Interest Detection in Road Networks. In: International Conference on Contemporary Computing and Informatics, 14/12/2016, Amity University, Noida.

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Abstract

Finding regions of interest is a challenge when traveling in an unfamiliar area. Users traveling in an unfamiliar region may like to travel in a direction which includes places that are interesting to them. In this paper we propose a method of finding nearby regions for potential Points of Interest (POI) (e.g., sightseeing places and commercial centers) while traveling in an undefined path. A continuous algorithm is proposed to address these challenges. Conceptually, the algorithm searches for nearby spatial objects(POIs or geo-tagged tweets). Distance and density are the two factors used to progress as well as stop the search. The search space is constrained using density and distance threshold along with an adjustment factor to adjust the importance of the two domains. The performance of the continuous algorithm is measured based on experiments conducted on spatial data. The experimental results has shown to retrieve all the POIs on a unfamiliar path in the real time

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Point of interest etection; Spatial objects; Path nearest neighbor
Subjects: Engineering > MIT Manipal > Information and Communication Technology
Depositing User: MIT Library
Date Deposited: 06 Jan 2017 09:33
Last Modified: 06 Jan 2017 09:33
URI: http://eprints.manipal.edu/id/eprint/147889

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