A socio-economic status-dependent case study on relevance and frequency-enabled trip planning model. (2017)

• Record Type: Journal Article
• Authors: Anand, Sesham; Padmanabham, P.; Govardhan, A.; Kulkarni, Rajesh H.
• Is Part Of: International journal of society systems science. Volume 9:Number 1(2017)
• Page Start: 29
• Page End: 57
• Publication Date: 2017
• Subjects: correlation -- pattern -- socio-economic -- frequent -- trip -- planning -- mining; Social sciences -- Periodicals; Social systems -- Periodicals; Sociology -- Periodicals; System theory -- Social aspects -- Periodicals; Sustainable development -- Social aspects -- Periodicals; Social networks -- Periodicals; 301.072
• Languages: English
• ISSNs: 1756-2511

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.