esearch variablesprocedure variables•=•=•=dependent variables(behaviour variables)<strong>in</strong>dependent variables (spatialcharacteristics)<strong>in</strong>terven<strong>in</strong>g variables(<strong>in</strong>dividual characteristics)• presentation methods•= response methodsFigure 1: The variables for an assessment of spatial perceptionIn the Sections 3.2.1. 3.2.2 and 3.2.3. research variables will be dealt with, and <strong>in</strong> Section 3.3. theprocedure variables will be expla<strong>in</strong>ed.3.2.1. Dependent variables: determ<strong>in</strong>ants of comfort and public safetyBehavior variables also are referred to as the dependent variables. They are called dependents<strong>in</strong>ce they highly depend on the changes of the <strong>in</strong>dependent variables. Independent variables arespatial characteristics and context, which will be expla<strong>in</strong>ed <strong>in</strong> Section 3.2.2. In this thesis, aspectsof public safety and comfort will have a central place. This means, that first, the determ<strong>in</strong>ants ofcomfort and perception of public safety need to de def<strong>in</strong>ed, so that later their correlation with<strong>in</strong>dependent variables could be established 2 .Public SafetySeveral authors have studied public safety aspects of both underground and abovegroundsett<strong>in</strong>gs. Accord<strong>in</strong>g to Fisher and Nasar (1992), the prospect, refuge and escape have a significant<strong>in</strong>fluence on a person’s perception of public safety. Korz (1998) showed that light, presence ofpeople, overview (prospect) and escape had a significant <strong>in</strong>fluence on public safety perception.De Boer (1997) named four aspects; these be<strong>in</strong>g presence of people, escape, prospect andsurveillance. Van Wegen en Van der Voordt (1991) named presence of people, <strong>in</strong>volvement,visibility, attractiveness of the surround<strong>in</strong>g, accessibility and escape possibilities as importantdeterm<strong>in</strong>ants of public safety.Nasar and Jones (1997) found social and physical elements that were associated with fear andpublic safety. Among physical elements, they named concealment and entrapment as two ma<strong>in</strong>aspects associated with fear. With concealment, they refer to aspects such as hid<strong>in</strong>g places, whichreduce the overview, and dark areas, which reduce visibility and <strong>in</strong>crease uncerta<strong>in</strong>ty. Amongsocial elements, they named absence of others, as eventual surveillance and expectance of help <strong>in</strong>2 S<strong>in</strong>ce the literature on these aspects related to underground stations was not sufficient due to small amount ofconducted research, the literature was consulted that dealt with these aspects, but <strong>in</strong> sett<strong>in</strong>gs other than undergroundspaces.- 26 -
case of emergency. Interest<strong>in</strong>gly, they found fear be<strong>in</strong>g associated with the presence of strangers,which was seen as a possible entrapment. About 96% of the respondents experienced thepresence of groups of people as be<strong>in</strong>g safe. This is important to mention, s<strong>in</strong>ce <strong>in</strong> other research,only “presence of people” has been mentioned, but no specification was made regard<strong>in</strong>g anumber. In this case, presence of one person or very small group can be negatively experienced.On the contrary, presence of more people, but not necessarily <strong>in</strong> large groups, creates the bestcondition for a generally shared feel<strong>in</strong>g of public safety. This aspect was also addressed <strong>in</strong>research of Opperwal and Timmermans (1999), where they conducted a study on aspects that hadan <strong>in</strong>fluence on the pleasantness rat<strong>in</strong>g of shopp<strong>in</strong>g centers. Accord<strong>in</strong>g to the authors, peopletended to dislike crowded and very un-crowded areas (deserted areas with few people).Moderately un-crowded shopp<strong>in</strong>g centers were perceived as most pleasant, while very crowdedcenters were disliked and negatively experienced. Van der Voordt and Van Wegen (1990) statethat the presence of people is important, but that excessively crowded places may have a negativeimpact.Hav<strong>in</strong>g public safety as a basic assumption for perception of underground station, Laarhoven(1997) considers follow<strong>in</strong>g aspects:•= a public control of the route to the station•= a degree and a nature of activities <strong>in</strong> the station’s surround<strong>in</strong>g•= spatial organization/ layout of the station•= light<strong>in</strong>g•= presence of people and•= a degree of surveyabilityThe author stresses out the importance of consider<strong>in</strong>g the surround<strong>in</strong>g and its quality as well.This is a natural choice s<strong>in</strong>ce the station is a part of larger area and any problems that are evident<strong>in</strong> the surround<strong>in</strong>g may as well be reflected <strong>in</strong> the build<strong>in</strong>g as well.The aspect of daylight was found to have an <strong>in</strong>fluence on perception of public safety. Naser andJones (1997) found that the routes respondents needed to take dur<strong>in</strong>g their research wereexperienced as more safe, dur<strong>in</strong>g the daytime than dur<strong>in</strong>g the nighttime. Korz (1998) showed that<strong>in</strong> the late hours, an <strong>in</strong>dividual expects a smaller number of people be<strong>in</strong>g present at the stations(both above and underground) and therefore they expect more crime to happen <strong>in</strong> these hours.The aspects that were considered until now were primarily related to public safety, together withthe way <strong>in</strong> which they can <strong>in</strong>fluence perception of comfort. Later <strong>in</strong> the text, the determ<strong>in</strong>ants ofcomfort will be expla<strong>in</strong>ed.Comfort – PleasantnessAn aspect that is often dealt with <strong>in</strong> the literature and related to comfort is the orientation or thewayf<strong>in</strong>d<strong>in</strong>g aspect (Pass<strong>in</strong>i 1984, 1992; Arthur 1992; Galen 1999). Pass<strong>in</strong>i (1992) def<strong>in</strong>es spatialorientation” as the ability of a person to determ<strong>in</strong>e where he is with<strong>in</strong> a physical sett<strong>in</strong>g”.Thereafter he adds that this def<strong>in</strong>ition needs “to be extended to <strong>in</strong>clude an alternative ability thatconsists <strong>in</strong> determ<strong>in</strong><strong>in</strong>g what to do <strong>in</strong> order to reach a place” (p. 43). He goes further expla<strong>in</strong><strong>in</strong>gthat a person may rely on spatial representation of the physical environment as well as on a planof action or a strategy to go somewhere. Accord<strong>in</strong>g to Pass<strong>in</strong>i, the sensation of be<strong>in</strong>g disorientedwould arise only if a person is deprived of both. In such case the feel<strong>in</strong>g of discomfort and- 27 -
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Figure 22, 23: The main entrance to
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Table 2: Aspects related to comfort
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5.3.3. ResponseFrom 27 May until 30
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7060605050404030302020Percentage100
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5.4.5. Way of orientingIn Figures 4
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Table 7: Perception of comfort in t
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CHAPTER 6Experimental research by k
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of input information i.e., the case
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Figure 3: Training results for rang
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Experiment 2aThe first 28 parameter
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formed by this knowledge model. In
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Table 4: Hierarchical order of sens
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Table 8: Hierarchical order of sens
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information structured as a knowled
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elationship it is understood to be
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10.80.60.40.201 4 7 10 13 16 19 22
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wilhelmina11.624.164.3wilhelmina36.
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wilhelmina6.720.373rijswijkblaak22.
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This study considered both metro an
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Some specific conclusions can be ma
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wilhelminarijswijkblaakbeurs9.62.59
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CHAPTER 7Conclusions and recommenda
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Furthermore, this research is also
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Additional efforts to improve knowl
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integrated computational intelligen
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Appendix A: Questionnaire for Blaak
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DEEL 3:HET VINDEN VAN DE WEGVraag 1
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DEEL 8:VERLICHTINGVraag 26: In hoev
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Appendix B : Learning based data an
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For further explanation regarding s
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ReferencesAlsop Architects (2001).
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COB (2000). Jaarverslag 1999. Centr
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Leonard J.A., Kramer M.A., and Unga
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Van Wegen, H. B. R. and Van der Voo
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SummaryThe intensification, combina
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aspects, which is derivation of dep
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SamenvattingBelevingsaspecten van O
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krachtige combinatie te zijn voor h
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AcknowledgmentsAfter formal discuss
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About the authorSanja Durmisevic wa
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BibliographyJournal publicationsDur
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Ciftcioglu Ö., Durmisevic S. and S