Research Progress and Development Trend of Social Media Big Data (SMBD): Knowledge Mapping Analysis Based on CiteSpace
作者： Ziyi Wang , Debin Ma , Ru Pang , Fan Xie , Jingxiang Zhang
DOI: 10.3390/IJGI9110632
关键词: Field (geography) 、 China 、 Public relations 、 Sustainability 、 Social change 、 Big data 、 Social media 、 Frontier 、 Scientometrics
摘要: … Therefore, to ensure the accuracy and reliability of the data, this paper used publications in the Web of Science core collection database as the sample data source to analyze the field …
mdpi.com
doaj.org
harvard.edu参考文章(61)
danah boyd, Kate Crawford, CRITICAL QUESTIONS FOR BIG DATA Information, Communication & Society. ,vol. 15, pp. 662- 679 ,(2012) , 10.1080/1369118X.2012.678878
Jon Kleinberg, Bursty and Hierarchical Structure in Streams Data Mining and Knowledge Discovery. ,vol. 7, pp. 373- 397 ,(2003) , 10.1023/A:1024940629314
Benjamin Vargas-Quesada, Félix de Moya-Anegón, Zaida Chinchilla-Rodríguez, Antonio González-Molina, Showing the essential science structure of a scientific domain and its evolution Information Visualization. ,vol. 9, pp. 288- 300 ,(2010) , 10.1057/IVS.2009.33
Yi Cai, Qing Li, Haoran Xie, Huaqin Min, 2014 Special Issue: Exploring personalized searches using tag-based user profiles and resource profiles in folksonomy Neural Networks. ,vol. 58, pp. 98- 110 ,(2014) , 10.1016/J.NEUNET.2014.05.017
J. Brian Houston, Joshua Hawthorne, Mildred F. Perreault, Eun Hae Park, Marlo Goldstein Hode, Michael R. Halliwell, Sarah E. Turner McGowen, Rachel Davis, Shivani Vaid, Jonathan A. McElderry, Stanford A. Griffith, Social media and disasters: a functional framework for social media use in disaster planning, response, and research Disasters. ,vol. 39, pp. 1- 22 ,(2015) , 10.1111/DISA.12092
D. Lazer, R. Kennedy, G. King, A. Vespignani, The Parable of Google Flu: Traps in Big Data Analysis Science. ,vol. 343, pp. 1203- 1205 ,(2014) , 10.1126/SCIENCE.1248506
Jürgen Schmidhuber, Deep learning in neural networks Neural Networks. ,vol. 61, pp. 85- 117 ,(2015) , 10.1016/J.NEUNET.2014.09.003
Haoran Xie, Qing Li, Xudong Mao, Xiaodong Li, Yi Cai, Yanghui Rao, 2014 Special Issue: Community-aware user profile enrichment in folksonomy Neural Networks. ,vol. 58, pp. 111- 121 ,(2014) , 10.1016/J.NEUNET.2014.05.009
João Porto de Albuquerque, Benjamin Herfort, Alexander Brenning, Alexander Zipf, A geographic approach for combining social media and authoritative data towards identifying useful information for disaster management International Journal of Geographical Information Science. ,vol. 29, pp. 667- 689 ,(2015) , 10.1080/13658816.2014.996567
Zhigao Liu, Yimei Yin, Weidong Liu, Michael Dunford, Visualizing the intellectual structure and evolution of innovation systems research: a bibliometric analysis Scientometrics. ,vol. 103, pp. 135- 158 ,(2015) , 10.1007/S11192-014-1517-Y