廉莹 副教授
美高梅彩票官方网站副教授,硕士生导师,计算传播系副主任。长期从事网络舆情与网络社会治理、基于数据挖掘的新媒体信息传播等研究。近五年来,在Telematics and Informatics,Technology in Society,Information Sciences,Expert Systems with Applications,Chaos Solitons & Fractals,《管理评论》,《系统工程学报》,《系统科学与数学》等国内外期刊发表论文近20篇。长期担任Expert Systems with Applications,Physica A,《系统工程理论与实践》等期刊审稿人。


研究领域:网络社会治理、网络舆情、基于数据挖掘的新媒体信息传播等。


主讲课程:《舆情分析与社会计算》《数据挖掘案例分析》《数据可视化传播与应用》《社交媒体数据分析》《舆情分析实务》。


科学研究:

1中国科协2021年度高端科技创新智库青年项目,新冠肺炎疫情常态化防控下网络舆情治理体系研究,2021/12-2022/12,在研,主持;

2. 中央高校基本科研业务费项目,公共政策视角下社交媒体信息传播的富人俱乐部现象研究,2021/1-2022/12,在研,主持;

3. 美高梅网页版登录教学改革创新项目,新文科建设引领下计算传播学大数据系列课程思政资源挖掘与建设,2022/4-2023/4,在研,主持;

4. 国家社科基金重点项目,重大突发公共卫生事件社交媒体传播评价体系构建及公众政治认同研究,2020/09-2023/9,在研,参与

5. 教育部哲学社会科学重点实验室重大项目,重大事件下目标群体社会认知测绘技术研究,2022/07-2023/7,在研,参与

6. 北京市社会科学基金决策咨询项目一般项目,运用区块链技术推进北京市政务数据共享研究,2020/12-2021/126万元,在研,参与;

7. 国家自然科学基金国际(地区)合作与交流项目,城市群绿色低碳转型的系统建模与协同治理政策研究:以粤港澳大湾区为例,2019/01-2021/12,在研,参与

8. 国家自然科学基金重大研究计划,面向网络舆情大数据的决策价值发现,2018/01-2020/12,在研,参与

9. 中宣部国家高端智库项目,采用新型举国体制解决卡脖子技术与产品问题,2019/05-2019/12,参与

10. 中宣部国家高端智库项目,中美人工智能竞争与对策研究,2018/05-2018/12,参与。


代表论文:

1. Lian, Y., Dong, X*. 2022. An opinion dynamics model for unrelated discrete opinions. Knowledge-Based Systems 251, 109133.

2. Dong X.,Lian, Y*. 2022. The moderating effects of entertainers on public engagement through government activities in social media during the COVID-19. Telematics and Informatics 66, 101746.

3. Dong X., Lian, Y*. 2021. A review of social media-based public opinion analyses: Challenges and recommendations. Technology in Society 67, 101724.

4. Lian, Y., Dong, X*. 2021. Exploring social media usage in improving public perception on workplace violence against healthcare workers. Technology in Society.

5. Lian, Y., Liu, Y., Dong, X*. 2020. Strategies for controlling false online information during natural disasters: The case of Typhoon Mangkhut in China. Technology in Society 62, 101265.

6. Dong X., Liu Y., Wu C., Lian Y*. 2019. The topology of scale-free networks with an S-shaped nonlinear growth characteristic. Chaos Solitons & Fractals 121, 137-148.

7. Lian, Y., Dong, X., Chi, Y., Tang, X., & Liu, Y. 2019. An Internet Water Army Detection Supernetwork Model. IEEE Access, 7, 55108-55120.

8. Lian Y., Dong X, Liu Y*. Topological evolution of the internet public opinion. 2017. Physica A Statistical Mechanics & Its Applications 486.

9. 董雪璠,廉莹*. 舆论动力学研究综述[J]. 系统工程学报, 2021.

10. 廉莹,董雪璠, 刘怡君. 高铁餐饮服务网络舆情分析及建议[J]. 管理评论, 2022, 34(7):8.

11. 廉莹, 刘怡君*, 董雪璠, 王登礼. 平均上班花费时间计算及其成因探究[J]. 数学的实践与认识, 2018(1):143-154.

12. 廉莹,董雪璠*.失败公共政策的网络舆情研究[C]//牛文元. 社会物理学系列第6. 北京: 科学出版社, 2017.

13. Dong, X.,Lian, Y., Chi, Y., Tang, X., & Liu, Y*. 2021. A Two-Step Rumor Detection Model Based on the Supernetwork Theory about Weibo. The Journal of Supercomputing.

14. Dong, X.,Lian, Y., Li, D., & Liu, Y*.  2018. The application of Cobb-Douglas function in forecasting the duration of internet public opinions caused by the failure of public policies. Journal of Systems Science and Systems Engineering 27(5).

15. Dong X., Lian Y., Liu Y*. 2018. Small and Multi-Peak Nonlinear Time Series Forecasting Using a Hybrid Back Propagation Neural Network. Information Sciences 424, 39-54.

16. Tang, C., Dong, X., Lian, Y., Tang, D. 2020. Do Chinese Hospital Services constitute an Oligopoly? Evidence of the Rich-Club Phenomenon in a Patient Referral Network, Future Generation Computer Systems, 105, 492-501.

17. 董雪璠, 刘怡君*, 廉莹. 基于熵控原理的多目标第三产业结构优化模型——以北京市为例[J]. 中国管理科学, 2017(9):53-62.

18. Chi, Y., Tang, X., Lian, Y., Dong, X., Liu, Y*. 2019. A supernetwork-based online post informative quality evaluation model. Knowledge-based systems 168, 10-24.

19. Dong, X., Lian, Y., Liu, Y*. 2020. The Damped Oscillator Model (DOM) and Its Application in the Prediction of Emotion Development of Internet public opinions. Expert systems with applications 148, 113268.

20. Dong X., Tang C., Lian Y., Tang D*. 2019. What Entrepreneurial Followers at the Start-Up Stage Need from Entrepreneurship Cultivation: Evidence from Western China. Frontiers in Psychology 10, 1309.

21. Dong X., Liu Y., Wu C., Lian Y., Tang D*. 2019. A double-identity rumor spreading model. Physica A: Statistical Mechanics and its Applications 528, 121479.