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A Framework for How to Make Use of an Automatic Passenger Counting System
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Computer Systems.
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Computer Systems.
2011 (English)Independent thesis Advanced level (professional degree), 20 credits / 30 HE creditsStudent thesis
Abstract [en]

Most of the modern cities are today facing tremendous traffic congestions, which is a consequence of an increasing usage of private motor vehicles in the cities. Public transport plays a crucial role to reduce this traffic, but to be an attractive alternative to the use of private motor vehicles the public transport needs to provide services that suit the citizens requirements for travelling.

A system that can provide transit agencies with rapid feedback about the usage of their transport network is the Automatic Passenger Counting (APC) system, a system that registers the number of passengers boarding and alighting a vehicle. Knowledge about the passengers travel behaviour can be used by transit agencies to adapt and improve their services to satisfy the requirements, but to achieve this knowledge transit agencies needs to know how to use an APC system.

This thesis investigates how a transit agency can make use of an APC system. The research has taken place in Melbourne where Yarra Trams, operator of the tram network, now are putting effort in how to utilise the APC system. A theoretical framework based on theories about Knowledge Discovery from Data, System Development, and Human Computer Interaction, is built, tested, and evaluated in a case study at Yarra Trams.

The case study resulted in a software system that can process and model Yarra Tram's APC data. The result of the research is a proposal of a framework consistingof different steps and events that can be used as a guide for a transit agency that wants to make use of an APC system.

Place, publisher, year, edition, pages
2011. , 74 p.
Series
UPTEC STS, ISSN 1650-8319 ; 11033
Keyword [en]
APC, Automatic Passenger Counting System, System Development, CRISP-DM, KDD, Knowledge Discovery from Data, ITS
National Category
Computer and Information Science
Identifiers
URN: urn:nbn:se:uu:diva-158139OAI: oai:DiVA.org:uu-158139DiVA: diva2:438096
Educational program
Systems in Technology and Society Programme
Uppsok
Technology
Supervisors
Examiners
Available from: 2011-09-01 Created: 2011-08-31 Last updated: 2011-09-01Bibliographically approved

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CiteExportLink to record
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Citation style
  • apa
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