| id |
DDSS2006-PB-3 |
| authors |
Massimiliano Petri, Alessandra Lapucci, Diana Poletti, and Silvana Lombardo |
| year |
2006 |
| title |
An Internet Survey for an Activity-Based Model - An urban transportation analysis integrated in a G.I.S. environment |
| source |
Van Leeuwen, J.P. and H.J.P. Timmermans (eds.) 2006, Progress in Design & Decision Support Systems in Architecture and Urban Planning, Eindhoven: Eindhoven University of Technology, ISBN-10: 90-386-1756-9, ISBN-13: 978-90-386-1756-5, p. 3-17 |
| summary |
The current research deals with the development of an Activity-Based Multi Agent System fully implemented in a G.I.S. framework and applied to the case study of the historical centre of Pisa. The objective is to create a simulation tool for Pisa population transfers in order to verify how transport demand varies because of interventions on traffic plan (e.g. creating urban areas subject to a toll access for vehicles), or on public transport lines, or on new activities location (e.g. supermarkets, public services etc.). Three different parts of the System have been simultaneously carried out: the first concerns a population sample survey, the second deals with geographical data structuring and the last one, still in elaboration progress, tests the model reliability to estract and implement behavioural rules. The results obtained till now show how the Database itself, containing temporal data about agents activities (extracted by the population sample questionnaire) and urban services the city offers, already represents an important instrument to support decision making process. |
| keywords |
Activity-Based Model, G.I.S., Network Analysis, Decision Trees |
| series |
DDSS |
| full text |
 file.pdf (1,843,044 bytes) |
| references |
Content-type: text/plain
|
Arentze T.A. e Timmermans H.J.P. (2000)
 Data Needs, Data Collection and Data Quality Requirement of Activity-Based Transport Demand Models
, Paper presented at Workshop on Modeler’s Needs
|
|
|
|
|
Arentze T.A. e Timmermans H.J.P. (2000)
Albatross – A Learning Based Transportation Oriented Simulation System
, T.A.Arentze & H.P.J. Timmermans (Eds.), Eindhoven European Institute of Retailing and Services Studies
|
|
|
|
|
Bonchi F., Lombardo S., Pecori S. (2004)
Knowledge discovery and data mining to investigate urban and territorial evolution: tools and methodologies
, L. Diappi (ed), Evolving cities: geocomputation in planning process, Ashgate Pubbl, Aldeshot. p.85-102
|
|
|
|
|
Booth B., Shaner J., MacDonald A., Shancez P. (2002)
Geodatabase Workbook
, ESRI press, Redlands, USA
|
|
|
|
|
Burrough P.A., McDonnell R.A. (1997)
Principles of Geographical Information System
, Oxford University press, Oxford
|
|
|
|
|
Curtin K., Noronha V., Goodchild M.and Grisé S. (2003)
ArcGIS Transportation Data Model (UNETRANS)
, UNETRANS Data Model Reference
|
|
|
|
|
Dijkstra J., Timmermans H.P.J. (2000)
Towards a multi-agent system for network decision analysis
, Proceedings of The Fourth Conference on Computer Aided Architectural Design Research in Asia. Shanghai, ROC: Shanghai Scientific and Tech Lit Publ 373-383
|
|
|
|
|
Gilbert N., Terna P. (1999)
How to build and use agent-based models in social science
, Mind & Society, no. 1, pp.57-72
|
|
|
|
|
Heppenstall A.J., Evans A.J., Birkin M. (2003)
A hybrid multi-agent/spatial interaction model system for petrol price setting
, Paper presented at 7th International Conference on GeoComputation, University of Southampton, Southampton, UK 8-10 Settembre 2003
|
|
|
|
|
Jager W., Janssen M. (2003)
The need for development of behaviourally realistic agents
, Sichman, Bousquet, Daidsson (eds), Springer-Verlag Berlin Heidelberg, pp. 36-49
|
|
|
|
|
Lombardo S., Pecori S., Petri M. (2005)
Investigating territorial dynamic using Decision Trees
, Paper presented at the 9th International Conference of Computers in Urban Planning and Urban Management (C.U.P.U.M.), London the 29th june-1th july 2005
|
|
|
|
|
Lombardo S., Pecori S. (2004)
Investigating urban structure and evolution through artificial intelligence tools
, Studies in urban & Regional Planning, vol. 10, pag.19-34
|
|
|
|
|
Longley P. A., Goodchild M.F., Maguire D.J. and Rhind D.W. (2001)
Geographic Information Systems and Science
, Wiley & Sons ed., England
|
|
|
|
|
Occelli S. (2004)
A perspective on MAS approach in urban modelling
, IRES-Istituto di Ricerche Economico Sociali del Piemonte
|
|
|
|
|
Waddel P. & Borning A. & Noth M. & others (2003)
Microsimulation of Urban Development and Location Choices: Design and Implementation of UrbanSim
, University of Washington, Seattle
|
|
|
|
|
Witten I.H., Frank E. (2000)
WEKA – Machine Learning Algorithms in Java
, University of Waikato, Morgan Kaufmann Publishers
|
|
|
|
| last changed |
2006/08/29 12:55 |
|
