Journal of Information Technology & Software Engineering
Open Access

Mahta Amini

Publications

• Research Article
  Analyzing Large-Scale Smart Card Data to Investigate Public Transport Travel Behaviour Using Big Data Analytics
  Author(s): Jamal Maktoubian, Mohebollah Noori, Mehran Ghasempour-Mouziraji, Mahta AminiJamal Maktoubian, Mohebollah Noori, Mehran Ghasempour-Mouziraji, Mahta Amini
  
  In urban public transport, Smart card data have been used more and more in order to collect fare automatically. They allowed passengers to access almost all type of public transportation system modes (bus, train, tram, funiculars, LRT, metro, and ferryboats) with a single card that is valid for the complete journey. Although Smart card major concentration is in revenue collection, they also generate massive amounts of passive data from the technological devices installed to control the operation of them. Generated data could be beneficial to transit planners which could rise the better understanding of passengers’ behavioral patterns for short and long term service planning. However, one of the major challenges is the fact that traditional infrastructures and methods are inefficient when processing or analyzing a large volume of data. Thus, as an alternative, big data technology.. View More»
  DOI: 10.4172/2165-7866.1000211

  Abstract PDF

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