EIRINI TSOUKNIDA XINZHUO ZHAO CHIA HSUN CHIANG KRISHAN SHARMA
THE BARTLETT SCHOOL OF ARCHITECTURE UCL MARCH URBAN DESIGN B-PRO, RC 14
CONTENTS
_ INTRODUCTION
06
I _ DATA CROSSING
12
DATA CROSSING - INTRO DEMOGRAPHIC ANALYSIS POPULATION DENSITY ETHNICITY OCCUPATION & QUALIFICATION
ANGULAR SEGMENT ANALYSIS CULTURAL ANALYSIS
II _ DATA ANALYSIS VISUAL FIELD - ISOVIST SOUND FIELD - SOUND SIMULATION REWRITING STEPS
III _ DATA ANALYTICS AND MACHINE LEARNING PAIRPLOTS: DATA DISTRIBUTION MACRO SCALE: PCA-KMEANS MESO SCALE: PCA-KMEANS
14 16 16 18 22 26 28
30 32 36 40
48 50 52 56
IV _ FLOW ANALYSIS AND SIMULATION SITE MOVEMENT - TRAFFIC VOLUME AND FLOW AGENT BASED SIMULATION MOVEMENT ANALYSIS MICRO SCALE: PCA-KMEANS
V _ INITIAL DESIGN FUNCTION GROWTH FROM POINT CLOUD TO METABALLS SPATIAL GROWTH FORM GENERATION FORM EXPLORATION
VI _ DESIGN OUTPUT MASTERPLAN GENERATOR - RNN ANALYTICAL PROCESS FINAL MASTERPLAN DESIGN COMPONENTS MASTERPLAN ANALYSIS - NEURAL OUTPUT
60 62 66 70 72
74 76 78 80 88 90
98 100 102 104 106 108
VII _ INSTAGRAM ANALYSIS INSTAGRAM INTRODUCTION TEXT ANALYSIS - WORD TO VECTOR DAY AND NIGHT CLASSIFICATION COLOUR ANALYSIS MULTI-FUNCTION STRUCTURES - INSTAGRAM COLOURS
VIII _ FINAL VISUALISATIONS INTERVENTION AREA - BIRD VIEW KINETIC TEMPORARY STRUCTURES - INSTAGRAM COLOURS RIVERSIDE
VIIII _ ARS ELECTRONICA EXHIBITION 2020 EXHIBITION ROOM DESIGN ARS ELECTRONICA EXHIBITION RECORD
116 118 120 124 126 132
134 136 138 140
144 146 148
Could river Thames be part of an innovative curational strategy, for London’s culture life?
Photo by: Claus Grünstäudl Free sourse in Unsplash
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CHAPTER I : DATA COLLECTION
DATA CROSSING - INTRO DEMOGRAPHIC ANALYSIS ANGULAR SEGMENT ANALYSIS CULTURAL ANALYSIS
14
16
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23
24
25
26
27
28
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CHAPTER II : DATA ANALYSIS
VISUAL FIELD - ISOVIST SOUND FIELD - SOUND SIMULATION REWRITING STEPS
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36
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40
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45
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CHAPTER III : DATA ANALYTICS AND MACHINE LEARNING
PAIRPLOTS: DATA DISTRIBUTION MACRO SCALE: PCA-KMEANS MESO SCALE: PCA-KMEANS
50
51
52
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55
56
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CHAPTER IV : FLOW ANALYSIS AND SIMULATION
SITE MOVEMENT - TRAFFIC VOLUME AND FLOW AGENT BASED SIMULATION MOVEMENT ANALYSIS MICRO SCALE: PCA-KMEANS
62
63
64
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68
69
70
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CHAPTER V : INITIAL DESIGN
FUNCTION GROWTH FROM POINT CLOUD TO METABALLS SPATIAL GROWTH FORM GENERATION FORM EXPLORATION
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84
85
88
90
91
92
94
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CHAPTER VI: DESIGN OUTPUT
MASTERPLAN GENERATOR - RNN ANALYTICAL PROCESS FINAL MASTERPLAN DESIGN COMPONENTS MASTERPLAN ANALYSIS - NEURAL OUTPUT
100
101
102
103
104
105
106
107
CHAPTER VII: INSTAGRAM ANALYSIS
INSTAGRAM INTRODUCTION TEXT ANALYSIS - WORD TO VECTOR DAY AND NIGHT CLASSIFICATION COLOUR ANALYSIS MULTI-FUNCTION STRUCTURES - INSTAGRAM COLOURS
118
INSTAGRAM POSTS ANALYSIS 3000+ posts were scraped from Instagram within a certain boundary. Aim to test the social acting area and the information area in the urban fabric. | 3278 POSTS IN SELECTED SITE | 1713 POSTS DEFINE BY ALGORITHM AS OUTDOOR | 1139 POSTS REMAINED AFTER REMOVING ADVERTISEMENT | 488 POSTS WITH 500+ LIKES
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128
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CHAPTER VIII: FINAL VISUALISATIONS
INTERVENTION AREA - BIRD VIEW KINETIC TEMPORARY STRUCTURES - INSTAGRAM COLOURS RIVERSIDE - PERSPECTIVE VIEW
CHAPTER VIII: ARS ELECTRONICA EXHIBITION 2020
EXHIBITION ROOM DESIGN ARS ELECTRONICA EXHIBITION RECORD
146
147
148
149