Abutting Tokyo: AI-Driven Cognitive Distortion in VR Urban Visualization

This paper explores the intersection of artificial intelligence and virtual reality in visualizing urban data.It examines how AI processes and distorts urban data, influenced by the inherent biases in human-annotated datasets."Abutting Tokyo" presents a VR experience that simulates data annotation process and AI's cognitive distortions, demonstrating the symbiotic relationship between AI cognition and human perception.By critically analyzing AI's interpretation of urban landscapes, the study underscores the impact of data biases and manipulation on AI and human cognition, offering new insights into the dynamics of AI-driven urban visualization.

Authors

Institutions

Publication Details

Published
2024-11-19
DOI
https://doi.org/10.1145/3680530.3695437
Citations
1
Primary Topic
Robotics and Automated Systems
Type
article
Field-Weighted Citation Impact
0.33

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Abutting Tokyo: AI-Driven Cognitive Distortion in VR Urban Visualization

Xiaoyun Zhong, Rui Hu, Shuang Wu, Xu Huang
1 citations
Robotics and Automated Systems
0.33
article

Abutting Tokyo: AI-Driven Cognitive Distortion in VR Urban Visualization

Xiaoyun Zhong, Rui Hu, Shuang Wu, Xu Huang
article en
1 citations

Abstract

This paper explores the intersection of artificial intelligence and virtual reality in visualizing urban data.It examines how AI processes and distorts urban data, influenced by the inherent biases in human-annotated datasets."Abutting Tokyo" presents a VR experience that simulates data annotation process and AI's cognitive distortions, demonstrating the symbiotic relationship between AI cognition and human perception.By critically analyzing AI's interpretation of urban landscapes, the study underscores the impact of data biases and manipulation on AI and human cognition, offering new insights into the dynamics of AI-driven urban visualization.

National University of Singapore (SG), Hong Kong University of Science and Technology (HK)
Hong Kong University of Science and Technology
Sustainable cities and communities
Openalex Percentile: Top 39%
Robotics and Automated Systems
0.33
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.