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Data Analysis and Knowledge Discovery  2017, Vol. 1 Issue (4): 20-29    DOI: 10.11925/infotech.2096-3467.2017.04.03
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Analyzing Academic Community Based on Co-author Network
Qing Yaxian1(), Li Rui1,2, Wu Huayi1,2
1State Key Laboratory of Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China
2Collaborative Innovation Center of Geospatial Technology, Wuhan 430079, China
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Abstract  

[Objective] This paper aims to categorize and evaluate the academic communities and identify their development and changing rules by analyzing the co-author network. [Methods] First, we used the fast community discovering algorithm to locate the academic communities from the co-author network. Then, we proposed an index to evaluate the academic impacts of scholars from the retrieved academic communities. Finally, we chose three most influential communities to explore their life cycles. [Results] Based on the data of the Journal of Annals of the Association of American Geographers, the proposed index could effectively identify leading researchers as well as the changing trends of research topics. [Limitations] We only collected data from one journal, which might yield in-complete results. [Conclusions] The proposed method could analyze the academic community from various aspects and provide scientific knowledge for scholars from different fields.

Key wordsThe Journal of Annals of the Association of American Geographers      Academic Community      Lifecycle Analysis      Scholar Evaluation     
Received: 29 December 2016      Published: 24 May 2017
ZTFLH:  P208 TP311  

Cite this article:

Qing Yaxian,Li Rui,Wu Huayi. Analyzing Academic Community Based on Co-author Network. Data Analysis and Knowledge Discovery, 2017, 1(4): 20-29.

URL:

https://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/10.11925/infotech.2096-3467.2017.04.03     OR     https://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/Y2017/V1/I4/20

学者 FCvi FCOvi Fvi (R) H(R) NP 学者机构
Golledge R. G. 163.0808 1.0000 0.9556(1) 10(1) 14 加州大学圣芭芭拉分校
Tobler W. R. 123.7087 0.5866 0.6610(2) 6(5) 9 密歇根大学
Jenks G. F. 173.0912 0.0116 0.5548(3) 8(2) 16 堪萨斯大学
Rushton G. 144.9093 0.0458 0.5142(4) 5(6) 9 爱荷华大学
Clark W. 138.6066 0.0775 0.5090(5) 7(3) 12 加州大学洛杉矶分校
Battersby S. E. 10.6668 0.9087 0.4402(6) 3(9) 3 加州大学圣芭芭拉分校
Robinson A. H. 107.2730 0.0000 0.4087(7) 7(3) 14 威斯康星大学
Smith R. G. 43.0824 0.5866 0.3951(8) 3(9) 3 拉夫堡大学
Montello D. R. 48.4133 0.5030 0.3748(9) 2(14) 2 加州大学圣芭芭拉分校
Smith T. R. 7.4694 0.6748 0.3563(10) 3(9) 4 堪萨斯大学
Beaverstock J. V. 85.0918 0.0000 0.3391(11) 1(21) 1 拉夫堡大学
Simonett D. S. 15.9592 0.5866 0.3339(12) 4(7) 5 堪萨斯大学
Estes J. E. 15.8189 0.5866 0.3336(13) 4(7) 4 加州大学洛杉矶分校
Marsh M. 15.2729 0.5808 0.3302(14) 2(14) 2 加州大学圣芭芭拉分校
Gale N. 12.9067 0.5808 0.3262(15) 2(14) 2 加州大学圣芭芭拉分校
Dougherty V. 11.7274 0.5808 0.3243(16) 1(21) 1 加州大学圣芭芭拉分校
Bell S. 10.6983 0.5808 0.3227(17) 2(14) 2 萨斯喀彻温大学
学者 FCvi FCOvi Fvi (R) H(R) NP 学者机构
Cox K. R. 211.6675 0.2113 0.6255(1) 4(3) 8 俄亥俄州立大学
Mair A. 97.6657 0.8160 0.5831(2) 2(5) 2 西弗吉尼亚大学
Brown L. A. 142.0612 0.0274 0.4511(3) 7(1) 9 爱荷华大学
Jarosz L. 2.4546 1 0.4376(4) 2(5) 5 华盛顿大学
Bonds A. 1.6364 1 0.4366(5) 2(5) 2 威斯康星大学
Lawson V. A. 37.9088 0.2387 0.2028(6) 7(1) 8 华盛顿大学
Silvey R. 47.3336 0 0.1699(7) 2(5) 5 多伦多大学
Longbrake D. B. 19.6665 0.2113 0.1464(8) 2(5) 2 爱荷华大学
Jeffery P. 6.5455 0.2113 0.1264(9) 1(11) 1 爱丁堡大学
Chung S. 5.3333 0.2113 0.1253(10) 1(11) 1 西伊利诺斯州大学
Jeffery R. 4.3637 0.2113 0.1245(11) 1(11) 1 爱丁堡大学
Young S. 0.3333 0.2113 0.1221(12) 1(11) 2 威斯康星大学
Lobao L. 20.1820 0 0.0743(13) 1(11) 1 俄亥俄州立大学
Jeffrey C. 13.7577 0.0274 0.0540(14) 2(5) 4 爱丁堡大学
Rulli J. 10.0910 0.0274 0.0413(15) 1(11) 1 俄亥俄州立大学
Sparke M. 0 0.0274 0.0168(16) 3(4) 5 华盛顿大学
Rankin K. N. 0 0.0274 0.0166(17) 1(11) 3 多伦多大学
学者 FCvi FCOvi Fvi (R) H(R) NP 学者机构
Balling R. C. 54.2732 0.6957 0.5548(1) 5(3) 8 亚利桑那州立大学
Graf W. L. 119.0000 0.0000 0.5379(2) 6(2) 8 南卡罗莱纳州立大学
Wells S. G. 19.9998 1.0000 0.5128(3) 1(21) 1 亚利桑那州立大学
Mchugh K. E. 42.4548 0.3393 0.3494(4) 3(8) 4 亚利桑那州立大学
Miller H. J. 59.2803 0.0117 0.3356(5) 4(6) 4 犹他大学
Mings R. C. 19.9998 0.4586 0.3101(6) 1(21) 1 亚利桑那州立大学
Ellis A.W. 3.8322 0.5252 0.3011(7) 2(13) 2 亚利桑那州立大学
Ohuallachain B. 46.6669 0 0.2715(8) 5(3) 5 亚利桑那州立大学
Reid N. 16.9696 0.3510 0.2459(9) 2(13) 2 亚利桑那州立大学
Gober P. 30.3469 0.1822 0.2261(10) 7(1) 11 亚利桑那州立大学
Kirkwood C. W. 7.6643 0.3393 0.2143(11) 1(21) 1 亚利桑那州立大学
Deitrick S. 3.0657 0.3393 0.2061(12) 1(21) 1 亚利桑那州立大学
Wentz E. A. 30.0665 0.0634 0.1905(13) 3(8) 4 亚利桑那州立大学
Fan C. C. 28.0001 0.0117 0.1709(14) 4(6) 9 加州大学圣芭芭拉分校
Alford-Teaster J. 0.7200 0.2530 0.1552(15) 1(21) 1 达特茅斯学院
Onega T. 0.4800 0.2530 0.1550(16) 1(21) 1 达特茅斯学院
Wang D. M. 0.3600 0.2530 0.1549(17) 1(21) 1 达特茅斯学院
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