scholarly journals The relationship between architecture, social, law and market in determine challenges of big data analysis for Malaysia SMEs

2022 ◽  
Vol 9 (1) ◽  
Author(s):  
Min-Hooi Chuah ◽  
Ramayah Thurusamry
Author(s):  
J. Li ◽  
F. Biljecki

Abstract. With the fast expansion and controversial impacts of short-term rental platforms such as Airbnb, many cities have called for regulating this new business model. This research aims to establish an approach to understand the impact of Airbnb (and similar services) through big data analysis and provide insights potentially useful for its regulation. The paper reveals how Airbnb is influencing Beijing’s neighbourhood housing prices through machine learning and GIS. Machine learning models are developed to analyse the relationship between Airbnb activities in a neighbourhood and prevailing housing prices. The model of the best fit is then used to analyse the neighbourhood price sensitivity in view of increasing Airbnb activities. The results show that the sensitivity is variable: there are neighbourhoods that are likely to be more price sensitive to Airbnb activities, but also neighbourhoods that are likely to be price robust. Finally, the paper gives policy recommendations for regulating short-term rental businesses based on neighbourhood’s price sensitivity.


2014 ◽  
Vol 687-691 ◽  
pp. 4942-4945 ◽  
Author(s):  
Lian Bai ◽  
Jia Peng Guo

Public economy and private economy are two big pillars of our country’s economy, which play important roles in the economic development of China from different sides. Both are needed, but they also have different and even contradictory aspects. Optimizing the relationship between public economy and private economy is of great significance on promoting the economic transformation and developing current economy. This paper firstly analyzes the concepts of public economy and private economy, the relationship between them, and then analyzes the existing problems and reasons for those problems between them, finally give advises on how to optimize the relationship between public economy and private economy.


2019 ◽  
Vol 9 (1) ◽  
pp. 01-12 ◽  
Author(s):  
Kristy F. Tiampo ◽  
Javad Kazemian ◽  
Hadi Ghofrani ◽  
Yelena Kropivnitskaya ◽  
Gero Michel

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