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Journal ArticleDOI

Characteristics of public concern on haze in China and its relationship with air quality in urban areas

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TLDR
This study will help policy makers to better understand the patterns of the public's perception of environmental problems and consequently improve the government's capability to deal with these challenges.
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This article is published in Science of The Total Environment.The article was published on 2018-10-01. It has received 68 citations till now. The article focuses on the topics: Air quality index & Haze.

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Air pollution lowers Chinese urbanites’ expressed happiness on social media

TL;DR: A daily, city-level happiness metric constructed from the sentiment expressed in 210 million tweets on Sina Weibo from 144 cities shows that high levels of air pollution significantly reduce Chinese urbanites’ expressed happiness on social media.
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Heterogeneous green innovations and carbon emission performance: Evidence at China's city level

TL;DR: Wang et al. as discussed by the authors investigated the impact of green innovation on carbon emission performance based on a panel data set covering 218 prefecture-level cities in China from 2007 to 2013, and they found that green innovation significantly decreases and increases CO 2 emission performance through industrial structure effect and FDI effect, respectively.
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Does air pollution stimulate electric vehicle sales? Empirical evidence from twenty major cities in China

TL;DR: Li et al. as discussed by the authors investigated the impact of air pollution on EV sales and found that the PM2.5 concentrations are significantly positively correlated with the sales volumes of EVs as well as those of battery electric vehicles (BEVs).
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Does environmental information disclosure contribute to improve firm financial performance? An examination of the underlying mechanism.

TL;DR: The results revealed that environmental information disclosure positively (directly) affects financial performance and the mediating effects of visibility, analyst coverage and institutional ownership, and liquidity mediate the relationship between environmental information Disclosure and financial performance.
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A systematic review of big data-based urban sustainability research: State-of-the-science and future directions

TL;DR: The aim of this study was to summarize the big data-based UESS research using a systematic review approach in combination with bibliometric and thematic analyses, which showed that the numbers of publications and citations of related articles have been increasing exponentially in recent years.
References
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Journal Article

Industry Report: Amazon.com Recommendations: Item-to-Item Collaborative Filtering.

TL;DR: This work compares three common approaches to solving the recommendation problem: traditional collaborative filtering, cluster models, and search-based methods, and their algorithm, which is called item-to-item collaborative filtering.
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Maps of Bounded Rationality: Psychology for Behavioral Economics

TL;DR: Kahneman as mentioned in this paper made a statement based on worked out together with Shane Federik the quirkiness of human judgment, which was later used in his speech at the Nobel Prize in economics.
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Amazon.com recommendations: item-to-item collaborative filtering

TL;DR: Item-to-item collaborative filtering (ITF) as mentioned in this paper is a popular recommendation algorithm for e-commerce Web sites that scales independently of the number of customers and number of items in the product catalog.
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Thirteen ways to look at the correlation coefficient

TL;DR: In this paper, the 100th anniversary of Galton's first discussion of regression and correlation is celebrated, and 13 different formulas representing a different computational and conceptual definition of Pearson's r are presented.
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Correlations between fine particulate matter (PM2.5) and meteorological variables in the United States: implications for the sensitivity of PM2.5 to climate change.

TL;DR: This paper applied a multiple linear regression (MLR) model to study the correlations of total PM2.5 and its components with meteorological variables using an 11-year observational record over the contiguous US.
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