Resources Science, Volume. 42, Issue 6, 1199(2020)

Impact of air quality on public outings based on big data

Changlin AO*, Jingxia WANG, and Baosheng SUN
Author Affiliations
  • Department of Management Science and Engineering, Northeast Agricultural University, Harbin 150030, China
  • show less
    References(38)

    [5] [5] 郑思齐, 张晓楠, 宋志达, 等. 空气污染对城市居民户外活动的影响机制: 利用点评网外出就餐数据的实证研究[J]. 清华大学学报(自然科学版), 2016,56(1):89-96. [Zheng SQ, Zhang XN, Song ZD, et al. Influence of air pollution on urban residents’ outdoor activity: Empirical study based on dining-out data from the Dianping website[J]. Journal of Tsinghua University (Science and Technology), 2016,56(1):89-96.] [Zheng S Q, Zhang X N, Song Z D, et al. Influence of air pollution on urban residents’ outdoor activity: Empirical study based on dining-out data from the Dianping website[J]. Journal of Tsinghua University (Science and Technology), 2016, 56(1): 89-96.]

    [7] [7] 刘嘉毅, 陈玉萍, 夏鑫. 中国空气污染对入境旅游发展的影响[J]. 资源科学, 2018,40(7):1473-1482.

    [8] [8] 徐冬, 黄震方, 黄睿. 基于空间面板计量模型的雾霾对中国城市旅游流影响的空间效应[J]. 地理学报, 2019,74(4):814-830.

    [9] Diao BD. Fog Haze and Its Impact on Urban Residents’ Recreational Activities: A Case Study of Wuhan. Wuhan: China University of Geosciences(2017).

    [12] [12] 徐戈, 冯项楠, 李宜威, 等. 雾霾感知风险与公众应对行为的实证分析[J]. 管理科学学报, 2017,20(9):1-14. [XuG, Feng XN, Li YW, et al. Empirical study on the perceived risk of smog and public coping behavior[J]. Journal of Management Sciences in China, 2017,20(9):1-14.] [Xu G, Feng X N, Li Y W, et al. Empirical study on the perceived risk of smog and public coping behavior[J]. Journal of Management Sciences in China, 2017, 20(9): 1-14.]

    [16] [16] 明雨佳, 刘勇, 周佳松. 基于大数据的山地城市活力评价: 以重庆主城区为例[J]. 资源科学, 2020,42(4):710-722. [Ming YJ, LiuY, Zhou JS. Vitality assessment of mountainous cities based on multi-source data: A case of Chongqing Municipality, China[J]. Resources Science, 2020,42(4):710-722.] [Ming Y J, Liu Y, Zhou J S. Vitality assessment of mountainous cities based on multi-source data: A case of Chongqing Municipality, China[J]. Resources Science, 2020, 42(4): 710-722.]

    [17] [17] 任武军, 李新. 基于互联网大数据的旅游需求分析: 以北京怀柔为例[J]. 系统工程理论与实践, 2018,38(2):437-443. [Ren WJ, LiX. Tourism demand analysis on Internet big data: The case of Huairou, Beijing[J]. Systems Engineering-Theory & Practice, 2018,38(2):437-443.] [Ren W J, Li X. Tourism demand analysis on Internet big data: The case of Huairou, Beijing[J]. Systems Engineering-Theory & Practice, 2018, 38(2): 437-443.]

    [19] [19] 缪秀梅, 陈烨天, 米传民. 基于ISM和在线评论的汤山温泉顾客满意度研究[J]. 中国管理科学, 2019,27(7):186-194. [Miao XM, Chen YT, Mi CM. Study on consumer satisfaction of Tangshan hot springs based on ISM and online reviews[J]. Chinese Journal of Management Science, 2019,27(7):186-194.] [Miao X M, Chen Y T, Mi C M. Study on consumer satisfaction of Tangshan hot springs based on ISM and online reviews[J]. Chinese Journal of Management Science, 2019, 27(7): 186-194.]

    [20] BakhashiS, KanuparthyP, GilbertE. Demographics, Weather and Online Reviews: A study of Restaurant Recommendations[C]. Korea: International Conference on World Wide Web(2014).

    [25] [25] 敖长林, 李凤佼, 许荔珊, 等. 基于网络文本挖掘的冰雪旅游形象感知研究: 以哈尔滨市为例[J]. 数学的实践与认识, 2020,50(1):44-54. [Ao CL, Li FJ, Xu LS, et al. Image perception of ice and snow tourism based on online text mining: A case study of Harbin[J]. Mathematics in Practice and Theory, 2020,50(1):44-54.] [Ao C L, Li F J, Xu L S, et al. Image perception of ice and snow tourism based on online text mining: A case study of Harbin[J]. Mathematics in Practice and Theory, 2020, 50(1): 44-54.]

    [27] [27] 康恒元, 刘玉莲, 李涛. 黑龙江省重点城市AQI指数特征及其与气象要素之关系[J]. 自然资源学报, 2017,32(4):692-703. [Kang HY, Liu YL, LiT. Characteristics of air quality index and its relationship with meteorological factors in key cities of Heilongjiang province[J]. Journal of Natural Resources, 2017,32(4):692-703.] [Kang H Y, Liu Y L, Li T. Characteristics of air quality index and its relationship with meteorological factors in key cities of Heilongjiang province[J]. Journal of Natural Resources, 2017, 32(4): 692-703.]

    [31] Hilbe JM[M]. Negative Binomial Regression(2011).

    [33] McfaddenD. Quantitative methods for analyzing travel behaviour of individuals: Some recent developments[J]. Cowles Foundation Discussion Papers(1978).

    [37] [37] 刘逸, 保继刚, 陈凯琪. 中国赴澳大利亚游客的情感特征研究: 基于大数据的文本分析[J]. 旅游学刊, 2017,32(5):46-58. [LiuY, Bao JG, Chen KQ. Sentimental features of Chinese outbound tourists in Australia: Big-data based content analysis[J]. Tourism Tribune, 2017,32(5):46-58.] [Liu Y, Bao J G, Chen K Q. Sentimental features of Chinese outbound tourists in Australia: Big-data based content analysis[J]. Tourism Tribune, 2017, 32(5): 46-58.]

    [38] LiuB[M]. Sentiment Analysis: Mining Opinions, Sentiments, and Emotions(2015).

    Tools

    Get Citation

    Copy Citation Text

    Changlin AO, Jingxia WANG, Baosheng SUN. Impact of air quality on public outings based on big data[J]. Resources Science, 2020, 42(6): 1199

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Received: Jul. 12, 2019

    Accepted: --

    Published Online: Apr. 15, 2021

    The Author Email: AO Changlin (aochanglin2002@126.com)

    DOI:10.18402/resci.2020.06.16

    Topics