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DURAARK

DURAARK. Ujwal Kumar Gadiraju. Camillo Sitte Main works are “an aesthetic criticism” of 19th century urbanism. “City Planning according to artistic principles.”. Built Environment. Space Syntax. Form follows function VS Ornamentalism. What do people think about buildings?.

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DURAARK

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  1. DURAARK Ujwal Kumar Gadiraju

  2. Camillo Sitte • Main works are “an aesthetic criticism” of 19th century urbanism. “City Planning according to artistic principles.”

  3. Built Environment Space Syntax Form follows function VS Ornamentalism

  4. What do people think about buildings? • (On the way)/(at) home, work, play. • Buildings invoke feelings. • Research has established that buildings shape the built environment. • Built environment influences various aspects within a community.

  5. Emerging factors : - Historic importance - Affect on/of the surroundings/built environment - Materials used - Size of the building/structure - Personal experiences - Level of Details Survey: Pursuit of Ground Truth via Crowdsourcing Building Types - Skyscrapers - Bridges - Churches - Halls - Airports Emerging factors : For example : - Ease of access to airport - Efficiency of movement/ processing inside airport - General design & Appearance

  6. Crowdsourcing with Caution • Gold Standard to detect malicious workers or bots. • Images presented with same resolution and dimensions [Chu et al.]. • Avoid bias by using images from Wikimedia Commons. Chu, Wei-Ta, Yu-Kuang Chen, and Kuan-Ta Chen. "Size does matter: how image size affects aesthetic perception?." Proceedings of the 21st ACM international conference on Multimedia. ACM, 2013.

  7. Emerging Influential Factors

  8. Processing pipeline for automated ranking of buildings

  9. Example Dataset Characteristics

  10. Patterns for well-perceived architectural structures

  11. Some results... Performance Comparison of different Ranking Models for Halls

  12. Some results... Performance Comparison of different Ranking Models for Halls

  13. Most well-received architectural styles • Gothic Revival • Romanesque • Gothic

  14. Visualization-Interactive Map

  15. Resulting Knowledge Base(exposed as public Linked Data)Example: (The Grandmaster's Palace, Malta)

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