Quality perception of São Paulo transportation services:

D. Beck, Marco A. C. Teixeira, Juliana Maróstica, Marcos Ferasso
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Abstract

Purpose: To explore citizens’ satisfaction with all Bus Terminuses (BTs) in São Paulo City, Brazil. Method: This study performed a Sentiment Analysis of citizens' perception of 32 BTs of São Paulo, composed of 8,371 user comments on Google Maps. Originality/Relevance: This study highlights the role of Sentiment Analysis as an optimal tool for Stakeholder Analysis in the Urban Context. Findings: First, Sentiment Analysis is a valuable source for stakeholder-oriented urban management. Second, sentiment Analysis provides detailed information about citizen satisfaction, providing valuable cues for urban managers to improve public service quality. Third, Smart Sustainable Cities can provide multiple and massive quantities of data that all kinds of urban stakeholders can use in decision-making processes, which helps perform Sentiment Analysis. Fourth, Sentiment Analysis is helpful for BT managers to improve BT services based on the users' feelings. Finally, further studies should explore sentiment classification in Sentiment Analysis of the critical aspects unfolded in this study as well as for exploring responsiveness of municipal public services. Methodological Contributions: This study demonstrated that Sentiment Analysis can be a method for scrutinizing stakeholders' opinions and perceptions about governmental services at the city level. Practitioner Contributions: Urban Planners, Transportation Policy Makers, and Urban Managers can use Sentiment Analysis to foster stakeholder-oriented management, which in turn fosters democracy and urban performance.
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圣保罗交通服务质量感知:
目的:探讨市民对巴西圣保罗市所有巴士总站(BT)的满意度:本研究利用谷歌地图上的 8371 条用户评论,对市民对圣保罗市 32 个公交总站的看法进行了情感分析:本研究强调了情感分析作为城市背景下利益相关者分析最佳工具的作用:首先,情感分析是以利益相关者为导向的城市管理的宝贵资源。第二,情感分析提供了有关市民满意度的详细信息,为城市管理者提高公共服务质量提供了有价值的线索。第三,智能可持续城市可以提供多种海量数据,城市的各类利益相关者可以在决策过程中使用这些数据,这有助于开展情感分析。第四,情感分析有助于 BT 管理者根据用户感受改进 BT 服务。最后,进一步的研究应探索本研究中关键方面的情感分析中的情感分类,以及探索市政公共服务的响应性:本研究表明,情感分析可以作为一种方法,用于审查利益相关者对城市层面政府服务的意见和看法:实践贡献:城市规划者、交通政策制定者和城市管理者可以利用情感分析促进以利益相关者为导向的管理,进而促进民主和城市绩效。
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