30.07.2015 Views

Proceedings in pdf format. - Sociotechnical Systems Engineering ...

Proceedings in pdf format. - Sociotechnical Systems Engineering ...

Proceedings in pdf format. - Sociotechnical Systems Engineering ...

SHOW MORE
SHOW LESS

You also want an ePaper? Increase the reach of your titles

YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.

DEVELOPMENT OF WEB BASED GRAVITY MODEL FOR FORECASTING THE COMMUTERS' FLOWSMarija Bogataj 1 , Samo Drobne 2 , Oleg Gaiduchenko 31 University of Ljubljana, Faculty of EconomicE-mail: marija.bogataj@guest.arnes.si2 University of Ljubljana, Faculty of Civil and Geodetic Eng<strong>in</strong>eer<strong>in</strong>gE-mail: sdrobne@fgg.uni-lj.si3 Riga Technical University, Department of Modell<strong>in</strong>g and SimulationE-mail: olegs@itl.rtu.lvKEYWORDSRegional development, migrations, travel time,municipality, commuters’, gravity model, web basedgravity model.ABSTRACTMa<strong>in</strong> results of research performed at University ofLjubljana <strong>in</strong> Slovenia with<strong>in</strong> Socrates/ErasmusExchange Programme <strong>in</strong> the framework of the project‘Regional Development <strong>in</strong>fluenced by the newSchengen border regime and by improvedtransportation networks’, are presented <strong>in</strong> the paper. Anoverview of the problem that relates to populationmigration <strong>in</strong> Slovenia is given. It is aimed to attractlocal citizens to participate <strong>in</strong> gett<strong>in</strong>g <strong>in</strong><strong>format</strong>ion aboutregional development and <strong>in</strong>terregional migration -that is the recommendation of White Papers onEuropean Governance on how to enchase democracy <strong>in</strong>Europe with the aim to modernize European publicaction. The gravity model has been implemented as aweb-based application, where citizens couldparticipate and give an op<strong>in</strong>ion to policy-makersabout the forecast<strong>in</strong>g role and results of the model.INTRODUCTIONHuman migrations and periodical (daily or weekly)commut<strong>in</strong>g to job, school or for other activities areregarded as the most important factors <strong>in</strong>fluenc<strong>in</strong>gthe demographic and socio-economic compositions ofstatistical regions, the composition of central places onthe regional level or the compositions of the total areas ofsettlements <strong>in</strong> the regions and their <strong>in</strong>habitants. For thegeneral process of regional changes, an understand<strong>in</strong>g of<strong>in</strong>terregional migrations and daily or weekly commut<strong>in</strong>gis vital (Bogataj and Drobne 2005).Public participation <strong>in</strong> local environmental decisionmak<strong>in</strong>g,<strong>in</strong> the Slovenian population migrationproblem for example, has traditionally tended tofocus on attract<strong>in</strong>g citizens <strong>in</strong> decision-mak<strong>in</strong>gproblems. Traditionally public participation has beenlimited to the public right to know, <strong>in</strong>form<strong>in</strong>g the publicand the public right to object. The ability to def<strong>in</strong>e<strong>in</strong>terests, the actors, determ<strong>in</strong>e the agenda, assess risks,recommend<strong>in</strong>g solutions, and partake <strong>in</strong> the f<strong>in</strong>aldecision has traditionally been closed to the public.The use of the Web pages <strong>in</strong> such situations has thepotential to break down the barriers to participation bytak<strong>in</strong>g away certa<strong>in</strong> psychological elements that thepublic face. Consider<strong>in</strong>g that most peoples concernregard<strong>in</strong>g their surround<strong>in</strong>gs <strong>in</strong>volve spatial entities(mental maps, landmarks etc.) the use of GeographicIn<strong>format</strong>ion <strong>Systems</strong> (GIS) on the WWW has greatpotential for popular <strong>in</strong>volvement. This can be achievedthrough the analysis of web access logs to track thedecisions made by users of the on-l<strong>in</strong>e systems be<strong>in</strong>gdeveloped <strong>in</strong> this on-go<strong>in</strong>g research project.Us<strong>in</strong>g the standard statistical data such as - dailymigration, amount of employed or unemployedworkforce, time spend<strong>in</strong>g distances, are collectedus<strong>in</strong>g GIS, stored, represented <strong>in</strong> the computer,retrieved, analyzed, and displayed: first us<strong>in</strong>g the ExcelSpread Sheet Gravity model and after reproduced anddisplayed <strong>in</strong>to Web pages.As a result, the use of <strong>in</strong><strong>format</strong>ion technologies andgeographical <strong>in</strong><strong>format</strong>ion systems, the spatial-data aboutpopulation migration etc., has been performed as as<strong>in</strong>gle whole tool to facilitate <strong>in</strong>creas<strong>in</strong>g efficiencyfor the citizens <strong>in</strong> gett<strong>in</strong>g <strong>in</strong><strong>format</strong>ion.PROBLEM STATEMENTThe gravity model data bank <strong>in</strong> this study was builtus<strong>in</strong>g Census 2002 data based on Statistical Office of theRepublic of Slovenia. The base network data was builtbased on M<strong>in</strong>istry of Transport data (M<strong>in</strong>istry ofTransport of Republic of Slovenia 2005). Availableurban activity data, area, population, and employee, byzone and travel demand matrices by mode by districtzone were collected. The base year of the database was2002.Annual <strong>Proceed<strong>in</strong>gs</strong> of Vidzeme University College “ICTE <strong>in</strong> Regional Development”, 200673

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!