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Clustering Analysis of the Spatio-Temporal On-Street Parking Occupancy Data: A Case Study in Hong Kong
Parking plays an essential role in urban mobility systems across the globe, especially in metropolises. Hong Kong is a global financial center, international shipping hub, fast-growing tourism city, and major aviation hub, and it thus has a high demand for parking. As one of the initiatives for smart city development, the Hong Kong government has already taken action to install new on-street parking meters and release real-time parking occupancy information to the public. The data have been released for months, yet, to the best of our knowledge, there has been no study analyzing the data and identifying their unique characteristics for Hong Kong. In view of this, we examined the spatio-temporal patterns of on-street parking in Hong Kong using the data from the new meters. We integrate the t-SNE and k-means methods to simultaneously visualize and cluster the parking occupancy data. We found that the average on-street parking occupancy in Hong Kong is over 80% throughout the day, and three parking patterns are consistently identified by direct data visualization and clustering results. Additionally, the parking patterns in Hong Kong can be explained using land-use factors. Overall, this study can help the government better understand the unique characteristics of on-street parking and develop smart management strategies for Hong Kong.
BASE
Esler, Joshua: Tibetan Buddhism among Han Chinese. Mediation and Superscription of the Tibetan Tradition in Contemporary Chinese Society
In: Anthropos: internationale Zeitschrift für Völker- und Sprachenkunde : international review of anthropology and linguistics : revue internationale d'ethnologie et de linguistique, Band 116, Heft 2, S. 484-485
ISSN: 2942-3139
SSRN
Insider Purchases after Short Interest Spikes: A False Signaling Device?
In: Fama-Miller Working Paper
SSRN
Working paper
Die Rolle des Anklägers eines internationalen Strafgerichtshofs
In: Europäische Hochschulschriften
In: Reihe 2, Rechtswissenschaft 4598
Chinese Journalists for the Next Millenium: Who Will They Be? A National Survey of Chinese Journalism Students
In: Political communication, Band 14, Heft 4, S. 513
ISSN: 1058-4609
SSRN
Corporate Social Responsibility and Stock Value Enhancement: An Investigation of Stakeholder Evaluations
In: FINANA-D-23-02161
SSRN
Innovation, technology and cities inside China
In: Chinese Management Studies: Volume 6, Issue 1
Does Citizens' 311 System Use Improve Satisfaction with Public Service Encounters?—Lessons for Citizen Relationship Management
In: International journal of public administration, Band 44, Heft 8, S. 665-673
ISSN: 1532-4265
Dancing Within Taiwanese-ness: International Folk Dancing Communities in Taiwan and California
This research investigates Taiwanese dancers' practice of international folk dancing through interviews and participant-observation. International folk dancing is a specific dance genre, in which its practitioners explore various regional folk dances around the world, regardless of their ethnicities. I define this practice as a transnational embodiment, because it not only covers folk dances from different countries, but also was a government-sanctioned exercise during the Taiwanese Martial Law Period (1945-1987). Furthermore, many Taiwanese immigrants in California are still practicing this dance for the purpose of connecting with people with similar backgrounds. In this regard, international folk dancing is a historical product from Taiwan's Martial Law Period, and it also functions as an instrument to scrutinize some Taiwanese immigrants' conceptions of national and cultural identity in California.My dissertation starts from post-World War II Taiwan, when international folk dancing was introduced from the United States and became a mass exercise of the Taiwanese people during Martial Law. For the National Government at this time, international folk dancing was a means of presenting Taiwan's political alignment with the United States. For the Taiwanese people, however, this dance form was a way to understand the outside world under extreme limitations on information access outside Taiwan during Martial Law. My investigation then shifts to Taiwanese immigrants' current practice of international folk dancing in California. Though these immigrants do not limit their practice to Taiwan-specific dances and are embodying cultures of others, international folk dancing is a strong transnational embodiment that enables these Taiwanese immigrants to reconstruct their idea of home in the United States and to present a new definition of Taiwanese identity through practicing others' nationalisms. Furthermore, I demonstrate that Taiwanese dancers of different generations in both regions are constantly constructing the notions of "folk" and "international" through their diverse living and dancing experiences. I argue that international folk dancing challenges these concepts when compared to previous scholars' examinations. Additionally, this dance form demonstrates its practitioners' cultural awareness that even though the practice seems to be inclusive, its dancers are much aware of issues of authenticity, appropriation, and cross-cultural politics. Finally, this sub-genre of self-choreographed dancing indicates a Taiwanized international folk dancing practice. Self-choreographed dancing was developed by the Taiwanese international folk dancing community during the Martial Law Period, and in California, it is practiced more in the Taiwanese international folk dancing groups but is missing in Western dancers' community. As this sub-genre stretches the ideas of "folk," "international," and the sense of cultural awareness, the dissertation also explores this difference between Taiwanese and Western international folk dancing communities to emphasize the notion of Taiwanese-ness.International folk dancing serves to scrutinize relationships between Taiwan and the United States after World War II. Meanwhile, California-based Taiwanese immigrants apply their past dancing memories to their current practice of international folk dancing, suggesting new definitions to existing conceptions of Taiwanese identity. Moreover, the unstableness in the dance form's translations in Mandarin Chinese—tu-feng-wu or shi-jie min-su wu-dao—indicates that there is no consistent understanding of "folk," "international," and even "international folk dancing" itself. The lack of coherent translation furthermore signals varied interpretations of Taiwanese-ness by Taiwanese people from different places and of different generations.
BASE
A study of the English appearing in Mandarin direct marketing materials in Taiwan
In: Asian Englishes: an international journal of the sociolinguistics of English in Asia, Pacific, Band 17, Heft 1, S. 29-42
ISSN: 2331-2548