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个人简介
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2004年工作,2006年晋升副教授(大连理工大学授予)。2008年-2009年赴瑞士访学三个月。2009年获第一项国家自然科学基金,同年工作调动到上海理工大学。2011年赴瑞士国家公派访问学习一年。2013年获第二次国家自然科学基金资助,2014年4月成为特聘博士生导师,同年6月经学校科研擂台晋升教授。2016年获聘博士生导师。2017年获得第三次国家自然科学基金资助研究。 |
发表近90篇论文,其中SCI检索论文50篇,第一作者11篇。SCI总引用次数877次,H指数16。 |
1999年至2004年:大连理工大学运筹学与控制论理学博士; 1996年至1999年:东北大学应用数学理学硕士; 1992年至1996年:东北大学计算数学与应用软件理学学士。 |
个人简介
在研
国家自然科学基金项目编号:71771152;
负责人:郭强教授;
纵向;49万元
项目起止时间:2018.1.1-2021.12.31;
项目名称:在线社会网络用户声誉的超网络分析理论与方法研究
主持国家自然科学基金面上基金2项(其中1项结题),国家自然科学基金青年基金1项(结题为优),教育部社会科学项目1项(结题),上海市教委科研创新项目1项(结题)。
主持国家自然科学基金面上基金2项(其中1项结题),国家自然科学基金青年基金1项(结题为优),教育部社会科学项目1项(结题),上海市教委科研创新项目1项(结题)。科研项目
1. Jian-Guo Liu , Qing Zhou , Qiang Guo , Zhen-Hua Yang ,Fei Xie, Jing-Ti Han, Knowledge diffusion of dynamical network in terms ofinteraction frequency, Scientific Reports, 2017, 7(1), 10755. (2区)
2. Jian-Guo Liu, Xiao-Lu Liu, Qiang Guo, Jing-Ti Han ,Identifying the perceptive users for online social systems, Plos ONE, 2017,12(7), e0178118. (2区)
3. Kai Yang , Qiang Guo , Sheng-Nan Li , Jing-Ti Han ,Jian-Guo Liu , Evolution properties of the community members for dynamicnetworks, Physics Letters A, 2017, 381(11), 970-975. (3区)
4. Qiang Guo , Lei Ji , Jian-Guo Liu , Jing-Ti Han ,Evolution properties of online user preference diversity, Physica A, 2017, 468,698-713. (3区)
5. Xiao-Lu Liu , Jian-Guo Liu , Kai Yang , Qiang Guo ,Jing-Ti Han , Identifying online user reputation of user–object bipartitenetworks, Physica A, 2017, 467, 508-516. (3区)(去年被EI检索)
6. Pei Yu , Qiang Guo , Ren-De Li , Roles of clusteringproperties for degree-mixing pattern networks, International Journal of ModernPhysics C, 2017, 28(3), 1750029. (3区)
7. Jiang-Pan Wang, Qiang Guo, Kai Yang, Jing-Ti Han ,Jian-Guo Liu , Credit allocation for research institutes, Europhysics Letters,2017, 118(4), 48001.(3区)
8. Jian-Guo Liu, Zi-Yi Wang, Qiang Guo, Lei Guo, Qun Chenand Ying-Zi Ni, Identifying multiple influential spreaders via local structuralsimilarity, Europhysics Letters, 2017, 119(1), 18001. (3区)
9. Jian-Guo Liu, Jian-Hong Lin, Qiang Guo & Tao Zhou.Locating influential nodes via dynamics-sensitive centrality. ScientificReports 6 21380 (2016). (Nature出版集团刊物) 【SCI一区, WOS号: 000370744100001, DE6LB】
10. Jian-Guo Liu, Lei Hou, Xue Pan, Qiang Guo & Tao Zhou.Stability of similarity measurements for bipartite networks. Scientific Reports6 18653 (2016). (Nature出版集团刊物) 【SCI一区, WOS号: 000387054800001, EB0SE】
11. Qiang Guo, Guang Liang, Jia-Qi Fu , Jing-Ti Han &Jian-Guo Liu. Roles of mixing patterns in the network reconstruction. PhysicalReview E 94 052303 (2016). 【SCI一区, WOS号:000386898200009, EA8PI】
12. Jia-Hua Wang, Qiang Guo , Kai Yang , Yi-Lu Zhang ,Jing-Ti Han , Jian-Guo Liu*. Popularity and user diversity of online objects.Physica A 461 480-486 (2016). 【SCI二区, WOS号:000380601200043, DS2LO; EI: 2016260544757】
13. Lei Guo, Qiang Guo, Jian-Hong Lin, Jian-GuoLiu. Identifying multiple influential spreaders in term of thedistance-based coloring. Physics Letters A 380(7-8) 837-842 (2016). 【SCI二区, WOS号: 000370106900005, DD7LV】
14. Ren-De Li, Qiang Guo, Jing-Ti Han, Jian-Guo Liu*.Collective behaviors of book holding durations. Physics Letters A 380 3460-3464(2016). 【SCI二区, WOS号:000384944000003, DY2TD】
15. Li-Ying Tang, Sheng-Nan Li, Jian-Hong Lin, Qiang Guo& Jian-Guo Liu . Community structure detection based on the neighbor nodedegree information. Int. J. Mod. Phys. C 27(4) 1650046 (2016). 【SCI三区, WOS号: 000371141700011, DF2AO】
16. Lei Ji, Jian-Guo Liu*, Lei Hou, Qiang Guo. Identifyingthe role of common interests in online user trust formation. Plos ONE 10(7)e0121105 (2015). 【SCI一区, WOS号:000358162300001, CN1FD】
17. Xiao-Lu Liu, Qiang Guo, Lei Hou, Can Cheng, Jian-GuoLiu*. Ranking online quality and reputation via the user activity. PhysicaA 436 629-636 (2015). 【SCI二区,WOS号:000357704500056, CM5CN; EI: 20152300921261】
18. Jiang-Pan Wang, Qiang Guo, Guang-Yong Yang, Jian-GuoLiu*. Improved knowledge diffusion model based on the collaborationhypernetwork. Physica A 428 250-256 (2015). 【SCI二区, WOS号:000352328100023, CF1SL; EI: 20151000593578】
19. Yi-Lu Zhang, Qiang Guo, Jing Ni, Jian-Guo Liu*.Memory effect of the online rating for movies. Physica A 417261-266 (2015). 【SCI二区, WOS号:000345721800026, AU6OJ; EI: 20144400133341】
20. Xiao-Lei Tong, Jian-Guo Liu*, Jiang-Pan Wang, QiangGuo, Jing Ni. Ranking the spreading ability of nodes in the network core. Int.J. Mod. Phys. C 26(5) 1550059 (2015). 【SCI三区, WOS号:000351729600012, CE3MC】
21. Lei Hou, Xue Pan, Qiang Guo, Jian-Guo Liu*. Memoryeffect of the online user preference. Scientific Reports 4 6560 (2014). 【SCI一区, WOS号: 000343083700001, AQ8NT】
22. Jian-Guo Liu*, Zhuo-Ming Ren, Qiang Guo. Evolutioncharacteristics of the network core in the Facebook. Plos ONE 9(8) e104028(2014). 【SCI一区, WOS号:000341303700007, A04JP】
23. Qiang Guo*, Wen-Jun Song, Jian-Guo Liu. Ultraaccurate collaborative information filtering via directed user similarity. EPL107(1) 18001 (2014). 【SCI一区, WOS号:000340760500030, AN7E8】
24. Wen-Jun Song, Qiang Guo, Jian-Guo Liu*. Improvedhybird information filtering based on limited time window. Physica A 416192–197(2014). 【SCI二区, WOS号:000345725300018; EI: 20144100088536】
25. Ni Jing, Yi-Lu Zhang, Zhao-Long Hu, Wen-Jun Song, LeiHou, Qiang Guo, Jian-Guo Liu*. Ceiling effect of online user interests forthe movies. Physica A 402 134-140 (2014). 【SCI二区, WOS号: 000333788400013, AE2FJ; EI: 20140917380571】
26. Qiang Guo, Wen-Jun Song, Lei Hou, Yi-LuZhang, Jian-Guo Liu*. Effect of the time window on theheat-conduction information filtering model. Physica A 401 15-21(2014). 【SCI二区, WOS号:000333504200003, AD8GJ; EI: 20140617273416】
27. Jian-Hong Lin, Qiang Guo, Wen-Zhao Dong, Li-YingTang, Jian-Guo Liu*. Identifying the node spreading influence with largestk-core values. Physics Letters A 378(45) 3279-3284 (2014).【SCI二区, WOS号: 000345061300001, AT6PM】
28. Shu-Jiao Ma, Zhuo-Ming Ren, Chun-Ming Ye, Qiang Guo,Jian-Guo Liu*. Node influence identification via resource allocation dynamics.Int. J. Mod. Phys. C 25(11) 1450065 (2014). 【SCI三区, WOS号:000343996000009, AS0WG】
29. 侯磊, 潘雪, 刘建国*, 郭强, 汪秉宏.火灾逃生过程的模拟与讨论--以吉林禽业火灾为例(Simulation ofpedestrian evacuation based on Jilin fire). 物理学报 63(17) 178902 (2014). 【SCI, WOS号:000341429400058, AO6AJ; EI:20143900071362】
30. Qiang Guo*, F Shao, Z-L Hu, Jian-Guo Liu. Statisticalproperties of the personal social network in the Facebook. EPL 104(2) 28004 (2013). 【SCI一区, WOS号: 000327931300038, 265EA】
31. Jian-Guo Liu, Zhuo-Ming Ren, Qiang Guo. Ranking thespreading influence in complex networks. Physica A 392(18) 4154-4159 (2013). 【SCI二区, WOS号: 000321726800029, 182FJ; EI: 20132816478399】
32. Jian-Guo Liu, Zhao-Long Hu, Qiang Guo. Effect of thesocial influence on topological properties of user-object bipartitenetworks. Euro. Phys. J. B 86(11) 478 (2013). 【SCI三区, WOS号: 000327129500001, 253ZN; EI: 20134917046499】
33. Qiang Guo, Yang Li, Jian-Guo Liu. Information filteringbased on users' negative opinions. Int. J. Mod. Phys. C 24(5) 1350032 (2013). 【SCI, WOS号:000318526000007, 138RL】
34. Jian-Guo Liu, Zhuo-Ming Ren, Qiang Guo, Bing-Hong Wang.Node importance ranking of complex networks. Acta Physica Sinica 62(17) 178901(2013). 【SCI, WOS号: 000324875300076, 224HX】
35. Zhuo-Ming Ren, Jian-Guo Liu, Feng Shao, Zhao-Long Hu,Qiang Guo. Analysis of the spreading influence of the nodes with minimumK-shell value in complex networks. Acta Physica Sinica 62(10) 108902 (2013). 【SCI, WOS号:000319869300071, 157BC】
36. Zhuo-Ming Ren, Feng Shao, Jian-Guo Liu, Qiang Guo,Bing-Hong Wang. Node importance measurement based on the degree and clusteringcoefficient information. Acta Physica Sinica 62(12) 128901 (2013). 【SCI, WOS号:000321185600072, 174VU; EI: 20132916517328】
37. Jian-Guo Liu, Kerui Shi, Qiang Guo. Solving theaccuracy-diversity dilemma via directed random walks. Physical Review E 85(1)016118 (2012). 【SCI一区, WOS号:000299990300003, 888FX; EI: 20120614757848】
38. Qiang Guo*, Rui Leng, Kerui Shi, Jian-Guo Liu. Heatconduction information filtering via local information ofbipartite networks. Euro. Phys. J. B 85(8) 286 (2012). 【SCI三区, WOS号: 000308403500041, 000QX】
39. Lei Liu, Jian-Guo Liu, Jing Ni, Rui Leng, Ke-Rui Shi,Qiang Guo, Xiao-Ming Xu. Effects of the high-order correlation on informationfiltering. Int. J. Mod. Phys. C 23(6) 1250045 (2012). 【SCI三区, WOS号: 000305905500005, 967KD】
40. Qiang Guo*, Rui Leng, Kerui Shi, Jian-Guo Liu.Information filtering via clustering coefficients of user-objectbipartite networks. Int. J. Mod. Phys. C 23 (2) 1250012 (2012). 【SCI, WOS号:000303344600004, 933FE】
41. Jian-Guo Liu, Tao Zhou, Qiang Guo. Information filteringvia based heat conduction. Physical Review E 84(3) 037101 (2011). 【SCI一区, WOS号: 000294945900004, 820ZZ; EI: 20113914366695】
42. Jian-Guo Liu, Qiang Guo, Yi-Cheng Zhang. Informationfiltering via weighted heat conduction algorithm. Physica A 390(12) 2414-2420(2011). 【SCI二区, WOS号:000290510900023, 762VZ; EI: 20111613919190】
43. Qiang Guo, Jian-Guo Liu. Clustering effect of user-objectbipartite network on personalized recommendation. Int. J. Mod. Phys. C 21(7)891-901 (2010). 【SCI三区, WOS号:000281399800003, 644SL】
44. Jian-Guo Liu*, Tao Zhou , Bing-Hong Wang , Yi-Cheng Zhang, Qiang Guo. Degree correlation of bipartite network on personalizedrecommendation. Int. J. Mod. Phys. C 21(1) 137-147 (2010). 【SCI三区, WOS号:000274267700010, 552DM】
45. Jian-Guo Liu*, Tao Zhou , Bing-Hong Wang, Yi-Cheng Zhang, Qiang Guo. Effect of users' tastes on personalized recommendation. Int. J.Mod. Phys. C 20(12) 1925-1932 (2009). 【SCI三区, WOS号: 000273425100004,541OI】
46. Jian-Guo Liu, Bing-Hong Wang, Qiang Guo. Improvedcollaborative filtering algorithm via information transformation. Int. J. Mod.Phys. C 20(2) 285-293 (2009). 【SCI三区, WOS号:000263880100009, 414QK】
47. Qiang Guo, Jian-Guo Liu*, Bing-Hong Wang. Improvedcollaborative filtering algorithm based on heat conduction. Frontiers ofComputer Science in China 3(3) 417-420 (2009). 【SCI, WOS号:000207971100017, V17XY】
48. Qiang Guo, Jian-Guo Liu*, Bing-Hong Wang, Tao Zhou,Xing-Wen Chen, Yu-Hua Yao. Opinion spreading with mobility on scale-freenetworks. Chin. Phys. Lett. 25(2) 773-775 (2008). 【SCI三区, WOS号: 000253316600114, 264UT】
49. Jian-Guo Liu, Tao Zhou, Bing-Hong Wang, Qiang Guo.Structural effects on synchronizability of scale-free networks. Int. J. Mod.Phys. C 19(9) 1359-1366 (2008). 【SCI三区, WOS号:000260270100005, 363LZ】
50. Jian-Guo Liu , Zhao-Guo Xuan , Yan-Zhong Dang, Qiang Guo, Zhong-Tuo Wang. Weighted network properties of Chinese nature science basicresearch. Physica A 377(1) 302-314 (2007).【SCI二区, WOS号:000244359900032, 138JW; EI: 20070410381836】
51. Qiang Guo, Jian-Guo Liu, Ruili Wang, Xing-Wen Chen,Yu-Hua Yao. Improvement of synchronizability of scale-free networks. Chin.Phys. Lett. 24(8) 2437-2440 (2007). 【SCI三区, WOS号:000248657500077, 198WF】
52. Qiang Guo, Tao Zhou, Jian-Guo Liu, Wen-Jie Bai, Bing-HongWang, Ming Zhao. Growing scale-free small-world networks with tunableassortative coefficient. Physica A 371 814-822 (2006).【SCI二区, WOS号: 000241200000061, 093WC; EI: 20063910128450】
53. 杨凯, 郭强, 刘晓露, 刘建国*. 基于多重特征向量的有向网络社团结构划分算法. 电子科技大学学报 45(6) 1014-1019 (2016). 【EI: 20170703354014】
54. 程灿, 郭强, 刘建国*. 网络路由传输策略的研究进展. 电子科技大学学报 44(1) 2-11(2015). 【EI:20150700524918】
55. 郭强, 刘建国. 在线社会系统的用户行为分析研究进展. 复杂系统与复杂性科学 12(2) 97-102 (2015). 【EI: 20151500737369】
56. 宋文君, 郭强, 刘建国. 时间窗口对个性化推荐算法的影响研究. 复杂系统与复杂性科学 12(1) 28-32 (2015). 【EI: 20151500737225】
57. 邵凤, 郭强, 曾诗奇, 刘建国*. 微博系统网络结构的研究进展. 电子科技大学学报 43(2) 174-183 (2014). 【EI: 20141717623255】
58. Qiang Guo, Jian-Guo Liu*. A modified BFGS bundlealgorithm based on approximate subgradients. J. Appl. Math. & Informatics28(5) 1239-1248 (2010).
59. Qiang Guo, Jian-Guo Liu, Bing-Hong Wang. Improvedcollaborative filtering algorithm based on heat conduction. Fron. Comp. Sci. inChina 3(3) 417-420 (2009). 【EI:20095012547747】
60. Qiang Guo, Jian-Guo Liu, Dan-Hong Wang. A modified BFGSmethod and its superlinear convergence in nonconvex minimization with generalline search rule. J. App. Math. Comp 28 435-446 (2008). 【EI: 20083311448576】
61. Qiang Guo, Jian-Guo Liu, Ming-Jun Zhong. Scale-freenetwork model under exogenous pressures. Int. J. Modeling, Identification andControl 3(1) 79-82 (2008). 【EI:20082111273809】
62. Qiang Guo, Jian-Guo Liu. Global convergence of a modifiedBFGS-type method for unconstrained non-convex minimization. J. Appl. Math. Comp24(1-2) 325-331 (2007). 【EI:20072310639967】
63. Qiang Guo, Jian-Guo Liu. Global convergence properties oftwo modified BFGS-type methods. J. Appl. Math. Comp 23 (1-2) 311-319 (2007). 【EI: 070410385600】
64. Qiang Guo, Jian-Guo Liu, Xing-Wen Chen. Optimizationmodel and simulation of the queuing system with quickpass. The 6th WorldCongress on Control and Automation Dalian 1401-1404 (2006). 【EI: 071510541434】
65. Qiang Guo, Jian-Guo Liu. An two phase ABS method forsolving over determined systems of linear inequalities. Journal of AppliedMathematics and Informatics 21(1-2) 259-267 (2006). 【EI: 2006219900855】
66. 李圣楠, 杨凯, 刘晓露, 刘建国, 郭强. 在线用户声誉评价算法的鲁棒性分析. 上海理工大学学报 38(4) 362-366(2016).
67. 杨凯, 刘晓露, 林坚洪, 成曦, 郭强, 刘建国.“冰桶挑战”诱导的社交网络演化分析. 复杂系统与复杂性科学 13(2) 90-96(2016).
68. 宋文君, 郭强, 刘建国. 一种改进的混合推荐算法研究. 上海理工大学学报37(4) 327-331(2015).
69. 张一璐, 倪静, 郭强, 刘建国*. 在线用户兴趣多样性的实证研究. 计算机应用研究 31(11) 3250-3252 (2014).
70. 郭强, 刘新惠, 胡兆龙. 真实信息发布在谣言传播中的作用研究. 计算机应用研究 4 1031-1034,1050 (2014).
71. 刘建国, 任卓明, 郭强, 汪秉宏. 复杂网络中节点重要性排序的研究进展. 物理学报 62(17) 9-18 (2013).
72. 任卓明, 邵凤, 刘建国, 郭强, 汪秉宏. 基于度与集聚系数的网络节点重要性度量方法研究. 物理学报 62(12) 522-526 (2013).
73. 任卓明, 刘建国, 邵凤, 胡兆龙, 郭强. 复杂网络中最小K-核节点的传播能力分析. 物理学报 62(10) 474-479 (2013).
74. 郭强, 周继平, 郭迎迎, 胡兆龙, 刘建国. 考虑负相关性信息的协同过滤算法研究. 计算机应用研究 30(12) 3543-3545,3575 (2013).
75. 郭强, 陈栩婕, 秦江涛. 工程管理学科中研究动态的可视化分析. 上海理工大学学报 35(3) 209-214 (2013).
76. 冷瑞, 郭强, 石珂瑞, 刘建国. 用户集聚系数对协同过滤算法的影响研究. 运筹与管理 22(1) 88-92 (2013).
77. 刘建国, 郭强. 预算模式平稳过渡的目标规划模型分析. 运筹与管理 21(1) 29-33 (2012).
78. 石珂瑞, 刘建国, 郭强, 冷瑞. 有向相似性对协同过滤推荐系统的影响研究. 复杂系统与复杂性科学 9(3) 46-49,75 (2012).
79. 苏莹, 刘建国, 郭强, 田大钢. 考虑负面评价的个性化推荐算法研究. 运筹与管理 21(6) 17-22 (2012).
80. 刘建国, 周涛, 郭强, 汪秉宏. 个性化推荐系统评价方法综述. 复杂系统与复杂性科学 6(3) 1-10 (2009).
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