Title: A socio-economic status-dependent case study on relevance and frequency-enabled trip planning model

Authors: Sesham Anand; P. Padmanabham; A. Govardhan; Rajesh H. Kulkarni

Addresses: Department of Computer Science and Engineering, M.V.S.R. Engineering College, Nadergul, Hyderabad, India ' Department of Computer Science and Engineering, Bharat Institute of Engineering and Technology, Hyderabad, India ' JNTUH College of Engineering, JNTU Hyderabad, India ' Department of Computer Engineering, JSPM Narhe Technical Campus, India

Abstract: Planning a trip not only depends on the travelling cost, time and path, but also on the socio-economic status of the traveller. This paper attempts to introduce a new trip-planning model that is able to work on real time data with multiple socio-economic constraints. The proposed trip planning model processes the real time data and it is followed by the extraction of the relevant socio-economic attributes to mine the most frequent and the feasible attribute to plan the trip. Correlation defines the relevance of the socio-economic constraints, whereas the frequent and the feasible attributes are mined using the sequential pattern mining approach. The real-time travel information of about 38,303 trips is acquired from the Indian city of Hyderabad to subject the model for experimentation. The proposed model maintains a substantial trade-off between the multiple performance metrics than the conventional models.

Keywords: correlation; pattern; socio-economic; frequent; trip; planning; mining.

DOI: 10.1504/IJSSS.2017.083618

International Journal of Society Systems Science, 2017 Vol.9 No.1, pp.29 - 57

Received: 07 Mar 2016
Accepted: 20 Sep 2016
Published online: 12 Apr 2017 *

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