5,892
Views
26
CrossRef citations to date
0
Altmetric
Research Article

Social media as passive geo-participation in transportation planning – how effective are topic modeling & sentiment analysis in comparison with citizen surveys?

ORCID Icon & ORCID Icon
Pages 275-292 | Received 29 Oct 2019, Accepted 21 Aug 2020, Published online: 21 Sep 2020

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (7)

Jiaxin Du, Xinyue Ye, Piotr Jankowski, Thomas W. Sanchez & Gengchen Mai. (2023) Artificial intelligence enabled participatory planning: a review. International Journal of Urban Sciences 0:0, pages 1-28.
Read now
Derya Gülçin & Nermin Merve Yalçınkaya. (2022) Correlating fluency theory-based visual aesthetic liking of landscape with landscape types and features. Geo-spatial Information Science 0:0, pages 1-20.
Read now
Wei Tu, Tingting Zhu, Chen Zhong, Xiaohu Zhang, Yang Xu & Qingquan Li. (2022) Exploring metro vibrancy and its relationship with built environment: a cross-city comparison using multi-source urban data. Geo-spatial Information Science 25:2, pages 182-196.
Read now
Theresa Foley, Ann Marie Wolf, Chloe Jackson & Ryan Stephenson. (2021) Development of a brownfield inventory for prioritizing funding outreach in Tucson, Arizona. Geo-spatial Information Science 24:4, pages 742-754.
Read now
Zehui Li, Limin Jiao, Boen Zhang, Gang Xu & Jiafeng Liu. (2021) Understanding the pattern and mechanism of spatial concentration of urban land use, population and economic activities: a case study in Wuhan, China. Geo-spatial Information Science 24:4, pages 678-694.
Read now
Ming Li, Jiangying Qin, Deren Li, Ruizhi Chen, Xuan Liao & Bingxuan Guo. (2021) VNLSTM-PoseNet: A novel deep ConvNet for real-time 6-DOF camera relocalization in urban streets. Geo-spatial Information Science 24:3, pages 422-437.
Read now
Huayi Wu, Zhipeng Gui & Zelong Yang. (2020) Geospatial big data for urban planning and urban management. Geo-spatial Information Science 23:4, pages 273-274.
Read now

Articles from other publishers (19)

Å. Jevinger, C. Zhao, J. A. Persson & P. Davidsson. (2023) Artificial intelligence for improving public transport: a mapping study. Public Transport.
Crossref
Federico Barravecchia, Luca Mastrogiacomo, Martí Casadesús Fa & Fiorenzo Franceschini. (2023) MOBI-Qual: a common framework to manage the product-service system quality of shared mobility. Flexible Services and Manufacturing Journal.
Crossref
Weilian Li, Jan‐Henrik Haunert, Julius Knechtel, Jun Zhu, Qing Zhu & Youness Dehbi. (2023) Social media insights on public perception and sentiment during and after disasters: The European floods in 2021 as a case study. Transactions in GIS.
Crossref
Buket ÇAPALI, Ecir KÜÇÜKSİLLE & Nazan KEMALOĞLU ALAGÖZ. (2023) A natural language processing framework for analyzing public transportation user satisfaction: a case study. Journal of Innovative Transportation 4:1, pages 17-24.
Crossref
Juan Acosta-Sequeda & Sybil Derrible. (2023) GTdownloader: A Python Package to Download, Visualize, and Export Georeferenced Tweets From the Twitter API. Journal of Open Research Software 11.
Crossref
Chen Shen & Yang Wang. (2023) Citizen-initiated interactions in urban water governance: How public authorities respond to micro-level opinions related to nature-based solutions. Journal of Cleaner Production 405, pages 137015.
Crossref
Mohammad Masoud Rahimi, Elham Naghizade, Mark Stevenson & Stephan Winter. (2023) SentiHawkes: a sentiment-aware Hawkes point process to model service quality of public transport using Twitter data. Public Transport 15:2, pages 343-376.
Crossref
Caitlin Doogan Poet Laureate, Wray Buntine & Henry Linger. (2023) A systematic review of the use of topic models for short text social media analysis. Artificial Intelligence Review.
Crossref
Shuli Luo, Sylvia Y. He, Susan Grant-Muller & Linqi Song. (2023) Influential factors in customer satisfaction of transit services: Using crowdsourced data to capture the heterogeneity across individuals, space and time. Transport Policy 131, pages 173-183.
Crossref
Busra Buran. 2023. Industrial Engineering in the Age of Business Intelligence. Industrial Engineering in the Age of Business Intelligence 119 132 .
Lei Yu & Dezhi Li. (2022) Road-Related Information Mining from Social Media Data: A Joint Relation Extraction and Entity Recognition Approach. Buildings 13:1, pages 104.
Crossref
Emmanouil Chaniotakis, Mohamed Abouelela, Constantinos Antoniou & Konstadinos Goulias. (2022) Investigating social media spatiotemporal transferability for transport. Communications in Transportation Research 2, pages 100081.
Crossref
Javad Jomehpour Chahar Aman & Janille Smith-Colin. (2022) Application of crowdsourced data to infer user satisfaction with Mobility as a Service (MaaS). Transportation Research Interdisciplinary Perspectives 15, pages 100672.
Crossref
Oliver Lock & Christopher Pettit. (2022) Developing Participatory Analytics Techniques to Inform the Prioritisation of Cycling Infrastructure. ISPRS International Journal of Geo-Information 11:2, pages 78.
Crossref
Matthew K. McKitrick, Nadine Schuurman & Valorie A. Crooks. (2022) Collecting, analyzing, and visualizing location-based social media data: review of methods in GIS-social media analysis. GeoJournal 88:1, pages 1035-1057.
Crossref
Wassen Aldjanabi, Abdelghani Dahou, Mohammed A. A. Al-qaness, Mohamed Abd Elaziz, Ahmed Mohamed Helmi & Robertas Damaševičius. (2021) Arabic Offensive and Hate Speech Detection Using a Cross-Corpora Multi-Task Learning Model. Informatics 8:4, pages 69.
Crossref
Min-Hsien Weng, Shaoqun Wu & Mark Dyer. (2021) AI Augmented Approach to Identify Shared Ideas from Large Format Public Consultation. Sustainability 13:16, pages 9310.
Crossref
Yoshiyasu Takefuji. (2021) Illogical smart highway management policy in Japan. Transportation Engineering 3, pages 100051.
Crossref
Rafael Leite, Adler Diniz & Melise De Paula. 2021. ITNG 2021 18th International Conference on Information Technology-New Generations. ITNG 2021 18th International Conference on Information Technology-New Generations 209 214 .