Research on space optimization of historic blocks on Jiangnan from the perspective of place construction

Teng, Youping; Yang, Shiliang; Huang, Yue; Barker, Nathan

doi:10.2478/amns.2021.1.00019

Cited by 13 publications

(4 citation statements)

References 2 publications

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“…The digital ecology not only provides rich data resources, but also offers new perspectives on the sustainable development of rural B&Bs through the application of algorithms. The result exists a consistent recognition with the optimal row design of neighborhood houses proposed by Teng Y et al [24]. Finally, the innovation of spatial planning and design, the study is able to solve the complex problems in spatial planning of rural lodging more effectively by utilizing the Bert-BiLSTM-EIC algorithm.…”

Section: Discussionsupporting

confidence: 73%

Rural Homestay Spatial Planning and Design Based on Bert BiLSTM EIC Algorithm in the Background of Digital Ecology

Qiu,

Mok

2023

IJACSA

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There is a promising development prospect in the digital ecosystem. In this context, the spatial planning of rural homestays has also received widespread attention. The research aims to better explore the advantages and determine the development direction of rural homestays, while providing two-way demand support for consumers and managers. Therefore, this study combines bidirectional long-term and short-term memory networks, pre-trained models, and emotional information attention mechanisms in deep learning. A new emotional analysis model is proposed. Then it is applied to the spatial planning of homestays near Chengdu Normal University and Chengdu Neusoft University. The experimental results show that the accuracy, recall, and F1 values of the new emotion analysis model proposed in this research reach 94%, 93%, and 94%, respectively. In terms of consumer satisfaction with the spatial location of homestays before and after the renovation, the average score of homestays near Chengdu Normal University increases by 21% compared to before the renovation. The average score of homestays near Chengdu Neusoft University increases by 40% compared to before the renovation. In summary, the new emotional analysis model proposed in this research has certain feasibility and effectiveness in the planning of rural homestay spatial location, providing new ideas for homestay spatial location planning.

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Section: Discussionsupporting

confidence: 73%

Rural Homestay Spatial Planning and Design Based on Bert BiLSTM EIC Algorithm in the Background of Digital Ecology

Qiu,

Mok

2023

IJACSA

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“…Considering a robust multiobjective mathematical model and optimizing stock portfolio are the superiority of this study over Meng-Ren et al [47]; Liu et al [48]; and Luo et al [49]. Also, considering the objectives such as maximizing returns, maximizing liquidity, and minimizing risk are the superiorities of this study over those of Wu et al [50] and Teng et al [51].…”

Section: Discussionmentioning

confidence: 86%

A Robust Multiobjective Mathematical Model Optimizing Stock Portfolio

Sadri

Sadeghi

Zaj

et al. 2022

Discrete Dynamics in Nature and Society

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The present paper investigates the problem of capital portfolio selection under uncertain conditions and uses a robust optimization approach for modeling. The model provided in this paper is a three-objective model that aims to maximize returns, maximize liquidity, and minimize risk. The data extracted from the site of the Tehran Stock Exchange are as follows. These data are related to twenty shares from July 2020 to July 2021. The robust approach used in this research has been analyzed by the real data of the Tehran Stock Exchange and then the optimal portfolio for different robust costs has been formed by solving the robust model. In the following section, the relevant model is solved through real stock market data and using the goal programming approach, and the results are investigated and analyzed.

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“…The architectural colors of historical areas often retain their original color features, such as old red brick walls, time-honored blue flagstone (Qingshiban) pavement, and unique local cultural colors [13]. These color features are an important reflection of the color authenticity of historical areas and are also an important component of their historical and cultural value [14]. In the study of architectural color in historical areas, it has been found that different historical periods, geographical environments, and cultural backgrounds can all affect the architectural colors of historical areas [15].…”

Section: Color Authenticity Of Historical Areasmentioning

confidence: 99%

Color Authenticity for the Sustainable Development of Historical Areas: A Case Study of Shiquan

Miao,

Feng,

et al. 2024

Sustainability

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Currently, historical areas in China are facing issues of color authenticity and excessive commercialization. Colors, as an important element of historical areas, reflect their history and culture. However, there are some flaws in the existing research methods, so a more scientific and systematic method is needed to obtain accurate and objective color visualization results to promote the sustainable development of historical areas. In order to explore the methods and applications of visualizing the environmental color patterns of historical areas, Shiquan Street in Suzhou, China, was taken as the research object; ArcGIS 10.5 was used to obtain the street-view photo samples; Matlab was used to summarize the architectural colors of the historical areas; and K-means clustering was used to generate the central color card of the historical areas, thus completing the color visualization of the historical areas, followed by further searching for the color patterns and central colors, so as to explore the strategies for sustainable development of historical areas. The various quantified color models of historical areas can explore the regional uniqueness and color locality of historical areas, which avoids problems such as homogenization of block colors, unclear styles and features, and an excessive proportion of commercial colors caused by poor color guidance and control in the design related to historical areas, providing approaches to the research on the harmonious unity of environmental colors and features related to historical areas. A color-based research method has been proposed to protect and maintain the original appearance of historical areas. The application of this method provides a new perspective and possibility for the protection of historical areas, allowing these areas to achieve historical sustainability while maintaining their historical characteristics and values.

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Research on space optimization of historic blocks on Jiangnan from the perspective of place construction

Cited by 13 publications

References 2 publications

Rural Homestay Spatial Planning and Design Based on Bert BiLSTM EIC Algorithm in the Background of Digital Ecology

Rural Homestay Spatial Planning and Design Based on Bert BiLSTM EIC Algorithm in the Background of Digital Ecology

A Robust Multiobjective Mathematical Model Optimizing Stock Portfolio

Color Authenticity for the Sustainable Development of Historical Areas: A Case Study of Shiquan

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