作者：Sepideh Zarepour Sohi, Saeed Banihashemi, Moslem Sheikhkhoshkar, Poriya Abdollahi Roshan

发表时间：December 2024,

FoAR是由高等教育出版社和东南大学建筑学院联合主办的全英文学术期刊

建筑学 / 城乡规划 / 风景园林

本刊已被 A&HCI / CSCD / Scopus / DOAJ / CSTPCD 收录

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论 文 题 目

Manuscript Title

From data to design: Social network insights for urban design and regeneration

从数据到设计: 通过社交网络洞察城市设计与再生

02

作 者

Authors

Sepideh Zarepour Sohi (a), Saeed Banihashemi (b)* , Moslem Sheikhkhoshkar (c) , Poriya Abdollahi Roshan (d)

(a) School of Urban Design and Planning, University of Tehran, Tehran, Iran

(b) University of Technology Sydney, Ultimo NSW, Australia

(c) IAEM-Lorraine Doctoral School, University of Lorraine, Epinal, France

(d) Department of Software Engineering, Islamic Azad University of Hashtgerd, Iran

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论 文 摘 要

Abstract

Urban public spaces are pivotal to the welfare and prosperity of modern cities. Recognizing their importance, this research addresses the critical gap in understanding and enhancing the qualities of these spaces through advanced analytics, focusing on Tehrans main traditional market, the Bazaar. A novel methodological framework combining Social Network Analysis (SNA), and Strengths, Weaknesses, Opportunities, and Threats (SWOT) analysis, supported by location-based social media reviews, was employed. This innovative approach assessed the Bazaars comfort, vitality, and safety, analyzing real-time public interactions and perceptions through social media data. The findings highlighted the Bazaars central role in Tehrans urban landscape and identified the need for strategic design interventions. These interventions aimed to improve walkability, comfort, safety, and diversity, and have been successfully implemented, significantly enhancing the Bazaars quality and usability. This study not only advances urban studies and planning by providing a model for urban public space analysis but also underscores the value of social media data in urban analytics. The successful revitalization of Tehrans Bazaar sets a precedent for enriching urban experiences and boosting city vitality through similar interventions in other urban spaces.

城市公共空间对现代城市的福祉与繁荣至关重要。通过认识到其重要性，本研究致力于通过先进的分析方法，填补在理解和提升此类空间品质方面的关键空白，研究重点聚焦于德黑兰的主要传统市场 —— 大巴扎。本研究采用了一种新颖的方法框架，将社交网络分析（SNA）与优势、劣势、机会和威胁（SWOT）分析相结合，并以基于区位的社交媒体评论作为支撑。这种创新方法通过社交媒体数据评估大巴扎的舒适度、活力和安全性，分析实时的公众互动与感知。研究结果凸显了大巴扎在德黑兰城市景观中的核心地位，并明确了进行战略性设计干预的必要性。这些干预旨在提升步行便利性、舒适度、安全性和多样性，且已成功实施，显著提升了大巴扎的品质与可用性。本研究不仅通过提供城市公共空间分析模型推动了城市研究与规划的发展，还强调了社交媒体数据在城市分析中的价值。德黑兰大巴扎的成功复兴，为通过在其他城市空间开展类似干预来丰富城市体验、提升城市活力树立了典范。

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关 键 词

Keywords

Urban regeneration / 城市更新

Urban public space / 城市公共空间

Social media data / 社交媒体数据

Social network analysis (SNA) / 社交网络分析

Sustainable cities / 可持续城市

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章 节 标 题

Sections Title

1. Introduction / 引言

2. Literature review / 文献综述

3. Materials and methods / 研究内容与方法

3.1. Data acquisition / 数据采集

3.2. Data preprocessing / 数据预处理

3.3. Quantitative analysis / 定量分析

3.4. SNA / 社交网络分析

3.5. SWOT analysis

4. Results and findings / 研究成果与发现

4.1. Comfort / 舒适性

4.2. Vitality / 活力度

4.3. Safety / 安全性

4.4. SWOT analysis

4.5. Design intervention and regeneration / 设计干预及再生

5. Discussion / 讨论

5.1. Methodological innovation and analytical depth / 方法创新与分析深度

5.2. Practical implications and urban design considerations / 实际意义与城市设计考量

6. Conclusion / 结论

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主 要 插 图

Illustrations

▲ 图一：本文采用的研究方法。

▲ 图二：创建邻接矩阵的过程。

▲ 图三：舒适度关键字的彩色编码矩阵。

▲ 图四：关于活力的关键词网络关系。

▲ 图五：干预区域的设计。

▲ 图六：提升该空间的步行便利性与绿化程度。

07

作 者 介 绍

Authors’ Information

Sepideh Zarepour Sohi

School of Urban Design and Planning

University of Tehran, Iran

Saeed Banihashemi

Associate Professor

University of Technology Sydney

Ultimo NSW, Australia

Dr Saeed Banihashemi is an Associate Professor at the School of Built Environment, University of Technology Sydney, where he spearheads teaching and research in digital construction. With a PhD in Built Environment and over a decade of experience spanning academia, research, and industry collaboration, Dr. Banihashemis work lies at the forefront of digital transformation, construction technology, and sustainability in the built environment.

Dr Banihashemi brings a unique interdisciplinary background, combining deep expertise in both architecture and construction. This fusion allows him to effectively bridge the design and execution phases of the built environment, ensuring that emerging technologies are seamlessly integrated across the lifecycle of construction projects. An expert in the adoption of advanced technologies such as Artificial Intelligence (AI), Virtual Reality (VR), and Augmented Reality (AR), Dr Banihashemi actively applies these innovations in his teaching, research, and industry development projects. His work is driving transformative change in the design, construction, and infrastructure sectors, enhancing productivity, sustainability, and resilience.

Moslem Sheikhkhoshkar

Senior Researcher

IAEM-Lorraine Doctoral School

University of Lorraine, Epinal, France

I am a BIM and Lean specialist with a proven track record of over eight years in implementing innovative and digital methodologies in commercial, residential, and industrial construction projects. With a strong focus on both technical and managerial aspects, I have successfully led teams in optimizing project planning and scheduling, streamlining construction processes, and integrating Construction 4.0 applications.

Poriya Abdollahi Roshan

Department of Software Engineering

Islamic Azad University of Hashtgerd, Iran

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