change from one means of transport to the other and by provid<strong>in</strong>g additional functions that are<strong>in</strong>tegrated <strong>in</strong> the transportation node, space can be used efficiently <strong>in</strong> numerous ways. Thedevelopment of mobility hubs (knooppunt) is also a priority for city renewal (Bureau RegioRandstad, 2001).2.3. ICT development and <strong>in</strong>fluence on spatial plann<strong>in</strong>gThe present time can be described as the age of <strong>in</strong>formation or moreover, it is an era ofcommunication and <strong>in</strong>formation/knowledge exchange. Today it is difficult to imag<strong>in</strong>e lifewithout tools that make this feasible, but a long journey to get to this po<strong>in</strong>t was required.Information footpr<strong>in</strong>ts of different civilizations are everywhere to be found. The first sketches oncave walls tried to hand over <strong>in</strong>formation and knowledge from their time. Thanks to thesedraw<strong>in</strong>gs and archaeological f<strong>in</strong>d<strong>in</strong>gs, we can understand history and the ways our contemporaryworld is be<strong>in</strong>g shaped. That was perhaps, <strong>in</strong> the most abstract way, the very beg<strong>in</strong>n<strong>in</strong>g of ICT.Later, written text was <strong>in</strong>scribed on stones and walls, followed by writ<strong>in</strong>gs on papyrus and paper.With the development of pr<strong>in</strong>t<strong>in</strong>g technology, books and newspapers were published, followedby the <strong>in</strong>vention of radio, television, telephones and fax mach<strong>in</strong>es. In short, <strong>in</strong>formation started toglobalize. Development of computer technology happened and a real breakthrough <strong>in</strong> ICT wasthe development of World Wide Web (WWW) that revolutionized the computer andcommunication. These previous developments made it feasible to <strong>in</strong>tegrate various capabilities sothat the WWW became a broadcast<strong>in</strong>g medium, a mechanism for <strong>in</strong>formation dissem<strong>in</strong>ation, anda medium for collaboration and <strong>in</strong>teraction between <strong>in</strong>dividuals and their computers, withoutregard to geographic location. Exchang<strong>in</strong>g and obta<strong>in</strong><strong>in</strong>g <strong>in</strong>formation happens with<strong>in</strong> a fewseconds so that the actual physical place is of less importance. (Mitchel, 1995; Sariyildiz andCiftcioglu, 1998; Le<strong>in</strong>er, et. al., 2000).Dependency upon <strong>in</strong>formation has become very high and the idea of be<strong>in</strong>g able to ga<strong>in</strong><strong>in</strong>formation from homes, or places other than offices, may <strong>in</strong>fluence the development of newconcepts for urban development. This means that work<strong>in</strong>g and home environments will be<strong>in</strong>fluenced. Telework<strong>in</strong>g, video-conferenc<strong>in</strong>g, distance learn<strong>in</strong>g and “virtual offices, commerceand universities” are becom<strong>in</strong>g more common. It is self-evident that ICT already has an <strong>in</strong>fluenceon transportation and therefore on mobility as well. In the ma<strong>in</strong> ports, such technology is appliedto improve the logic of the transport sector. This has <strong>in</strong> a way an impact on mobility andenvironment. It may be expected that <strong>in</strong> a near future, transport of goods will be automaticallyoperated by computer systems, and preferably that will be done through underground tunnels.Realization of such concepts is only possible due to technological developments of both tunnelconstruction as well as control and automatically operated systems.Accord<strong>in</strong>g to VROM-raad (2001), some ma<strong>in</strong> areas where the changes can be expected due to thedevelopments and implementation of the ICT, are liv<strong>in</strong>g and work<strong>in</strong>g environment, spatialplann<strong>in</strong>g, environment and mobility. Other areas can be <strong>in</strong>fluenced as well, such as for exampleeducation, recreation & free-time enterta<strong>in</strong>ment, medical care, etc (Durmisevic and Sariyildiz,1999). Br<strong>in</strong>g<strong>in</strong>g changes <strong>in</strong>to above mentioned areas will <strong>in</strong>fluence our daily life <strong>in</strong> differentways and therefore it can be expected that the organization of our cities will undergotransformations as well.- 12 -
Up until now it has been shown that underground space and ICT have common ground,especially when it comes to mobility issues and deal<strong>in</strong>g with shortage of space. In summary,underground space improves physical mobility while ICT stimulates virtual mobility. This isillustrated for example with telework<strong>in</strong>g or distance learn<strong>in</strong>g. In order to position this work <strong>in</strong>relation to ICT, it is necessary to clearly def<strong>in</strong>e the terms data, <strong>in</strong>formation and knowledge whichare sometimes loosely and <strong>in</strong>terchangeably used. In basic terms, they can be def<strong>in</strong>ed as follows:•= Data. Basic elements of <strong>in</strong>formation which do not convey any specific mean<strong>in</strong>g•=•=Information. Information is a set of data that has been organized so that it conveys mean<strong>in</strong>gKnowledge. Knowledge consists of <strong>in</strong>formation items that are organized and processed toconvey accumulated learn<strong>in</strong>g and expertise as they apply to a current problem or activity(Turban and Aronson, 1998).This term ICT is still evolv<strong>in</strong>g. Accord<strong>in</strong>g to VROM Raad (2001) it is a technology used toprocess and transfer <strong>in</strong>formation <strong>in</strong> a dematerialized form. The ma<strong>in</strong> difficulty with this term risesif one time there is more accent on <strong>in</strong>formation transfer, and other times on <strong>in</strong>formationprocess<strong>in</strong>g. Also, very often there is confusion whether the ICT deals only with <strong>in</strong>formation <strong>in</strong> adigital form or whether it <strong>in</strong>volves any type of <strong>in</strong>formation communication. Accord<strong>in</strong>g toDolmans and Lourens (2001), ICT <strong>in</strong>cludes all techniques that make it possible to transfer<strong>in</strong>formation <strong>in</strong> electronic form made possible by developments <strong>in</strong> computer technology. Becauseof these difficulties, other terms are emerg<strong>in</strong>g as well, to <strong>in</strong>dicate their focus and the scope with<strong>in</strong>the ICT. One example is ICTT (Information Communication Transaction Technology) <strong>in</strong> whichthe term transaction <strong>in</strong>volves the order<strong>in</strong>g, buy<strong>in</strong>g and pay<strong>in</strong>g for goods over the Internet.Another example is IC 2 T (Information Communication Comput<strong>in</strong>g Technology) which focuseson future developments of ICT ma<strong>in</strong>ly by means of computers and other <strong>in</strong>ventions <strong>in</strong>comput<strong>in</strong>g, to give focus to the digital character of <strong>in</strong>formation. This is to be understood as anysort of dematerialized <strong>in</strong>formation that is be<strong>in</strong>g transferred by means of computers. Yet anotherexample is ICKT (Information Communication Knowledge Technology) where the focus is notonly on ICT but also on knowledge technology (Sariyildiz, 2001).To avoid misunderstand<strong>in</strong>gs, there is a need for clear dist<strong>in</strong>ction of the sub-fields with<strong>in</strong> ICT.One would be Information Technology with a focus on <strong>in</strong>formation process<strong>in</strong>g and knowledgemodel<strong>in</strong>g. That would <strong>in</strong>clude all techniques, which deal with electronic process<strong>in</strong>g of<strong>in</strong>formation and knowledge. Here one may th<strong>in</strong>k of us<strong>in</strong>g conventional comput<strong>in</strong>g techniques oradvanced soft comput<strong>in</strong>g techniques. Another sub-field of ICT is Communication Technologythat focuses more on communication of <strong>in</strong>formation and knowledge, between different parties.This <strong>in</strong>volves activities on the WWW for example e-commerce or distance learn<strong>in</strong>g, <strong>in</strong>clud<strong>in</strong>gdevelopments <strong>in</strong> mobile and wireless technology. This implies that totally different techniquesare needed for '<strong>in</strong>formation process<strong>in</strong>g and knowledge technology' than for'<strong>in</strong>formation/knowledge communication technology'. Therefore, under ICT, two technologies canbe understood, complimentary to each other but compris<strong>in</strong>g different techniques.- 13 -
- Page 5: ContentsChapter 1 Introduction 11.1
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part of the data as receptive field
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The main feature of expert systems
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• Use logical (deductive) reasoni
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CHAPTER 5Experimental research: Cas
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Figure 2: The old and new situation
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Figure 8, 9: Entrance to platform (
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Beurs/Churchillplein station is sit
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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