Understanding how people engage in daily activities within a region can provide valuable information for smart city planners and strategic partners to use to assist in their decision-making processes. Such insights may relate to economic activities, sustainable city design, environmental impacts, and responses to climate change, contributing to the improvement in the quality of human life. Considerable attention is recently directed towards smart city initiatives that benefit majority of people, rather than projects that cater to the political, architectural, or vanity needs of a minority. However, understanding citizen requirements, behaviors, and opinions is difficult, and requires the use of technology and appropriate information sources. While social-media big data have provided opportunities to develop evidence-based insights into human daily activities, effective analytical methods to harness these opportunities remain in development. We propose a new analytical method to provide a deeper understanding of citizen activities by constructing building blocks in their activity storylines, with analysis of these storylines providing evidence-based insights into their activities. Results demonstrate the usefulness of our method to smart city planners and strategic partners, providing invaluable insights to assist them in making decisions regarding sustainable smart city development.

中文翻译：

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以人为本的智慧城市规划和管理的社交媒体分析视角

了解人们如何在一个区域内参与日常活动可以为智慧城市规划者和战略合作伙伴提供有价值的信息，用于协助他们的决策过程。这些见解可能与经济活动、可持续城市设计、环境影响和应对气候变化有关，有助于提高人类生活质量。最近，相当多的注意力转向了使大多数人受益的智慧城市计划，而不是满足少数人的政治、建筑或虚荣需求的项目。然而，了解公民的要求、行为和意见很困难，需要使用技术和适当的信息来源。虽然社交媒体大数据提供了对人类日常活动进行循证洞察的机会，但利用这些机会的有效分析方法仍在开发中。我们提出了一种新的分析方法，通过在公民活动故事情节中构建积木来提供对公民活动的更深入理解，对这些故事情节的分析为他们的活动提供基于证据的见解。结果证明了我们的方法对智慧城市规划者和战略合作伙伴的有用性，提供了宝贵的见解，帮助他们做出有关可持续智慧城市发展的决策。我们提出了一种新的分析方法，通过在公民活动故事情节中构建积木来提供对公民活动的更深入理解，对这些故事情节的分析为他们的活动提供基于证据的见解。结果证明了我们的方法对智慧城市规划者和战略合作伙伴的有用性，提供了宝贵的见解，帮助他们做出有关可持续智慧城市发展的决策。我们提出了一种新的分析方法，通过在公民活动故事情节中构建积木来提供对公民活动的更深入理解，对这些故事情节的分析为他们的活动提供基于证据的见解。结果证明了我们的方法对智慧城市规划者和战略合作伙伴的有用性，提供了宝贵的见解，帮助他们做出有关可持续智慧城市发展的决策。