| id |
caadria2023_346 |
| authors |
Chang, Teng-Wen, Wu, Yi-Sin and Fang, Yu-Cyuan |
| year |
2023 |
| title |
Mining High-Impact Authors From CAADRIA Conferences Through Social Network Analysis and Information Visualization of the CAD Field |
| source |
Immanuel Koh, Dagmar Reinhardt, Mohammed Makki, Mona Khakhar, Nic Bao (eds.), HUMAN-CENTRIC - Proceedings of the 28th CAADRIA Conference, Ahmedabad, 18-24 March 2023, pp. 59–68 |
| doi |
https://doi.org/10.52842/conf.caadria.2023.2.059
|
| summary |
This study uses social network analysis (SNA) to explore the academic development of the CAADRIA research group, and evaluate their influence on the academic circle from a dynamic co-author publication network map. We use mediational centrality to reconstruct the WoCAD (Web of CAADRIA) ontology model, which is based on degree centrality, mediational centrality, and feature vector centrality. This model can help us find: (1) the most influential authors and works, (2) the main participants in the group, (3) the classification of academic researchers in the same group, and (4) the development context and trends of academic researchers, assisting organizers in investigating these academic contents. |
| keywords |
Information Visualization, Co-Authors Network, Social Network Analysis, System Design, CAD |
| series |
CAADRIA |
| email |
|
| full text |
 file.pdf (805,674 bytes) |
| references |
Content-type: text/plain
|
Amjad, T., Ding, Y., Xu, J., Zhang, C., Daud, A., Tang, J., & Song, M. (2017)
 Standing on the Shoulders of Giants
, Journal of Informetrics, 11(1), 37-323. Available at: https://doi.org/https://doi.org/1.116/j.joi.21
|
|
|
|
|
Evans, T., Lambiotte, R., & Panzarasa, P. (2011)
Community Structure and Patterns of Scientific Collaboration in Business and Management
, Scientometrics, 89(1), 381-396, DOI:1.17/s11192-11-439-1
|
|
|
|
|
Fujita, M., Ishido, K., Inoue, H., & Terano, T. (2018)
Evaluating Researchers Through Betweenness Centrality Measures of Co-author Networks from Academic Literature Database: Finding Gatekeeper Researchers in Organizational Research
, 218 IEEE International Conference on Big Data (Big Data), doi: 1.119/BigData.218.8622311
|
|
|
|
|
Huang, S., & Chang, T. (2018)
Discovering Co-author Relationship in Wocad Data Using Ontology Visualization
, 218 1st IEEE International Conference on Knowledge Innovation and Invention (ICKII), doi: 1.119/ICKII.218.856922
|
|
|
|
|
Ilhan, A. O., & Oguz, M. C. (2019)
Collaboration in Design Research: an Analysis of Co-authorship in 13 Design Research Journals, 2000-2015
, The Design Journal, 1-23. Available at: https://doi.org/1.18/1466925.218.156879
|
|
|
|
|
Jahwar, A. F., & Abdulazeez, A. M. (2020)
Meta-heuristic Algorithms for K-means Clustering: a Review
, PalArch's Journal of Archaeology of Egypt/Egyptology,17(7), 122-122
|
|
|
|
|
Katsurai, M., & Ono, S. (2019)
Trendnets: Mapping Emerging Research Trends from Dynamic Co-word Networks Via Sparse Representation
, Scientometrics, 121(3), 1583-1598. Available at: https://doi.org/1.17/s11192-19-3241-6
|
|
|
|
|
Kong, X., Shi, Y., Yu, S., Liu, J., & Xia, F. (2019)
Academic Social Networks: Modeling, Analysis, Mining and Applications
, Journal of Network and Computer Applications, 132, 86-13. Available at: https://doi.org/1.116/j.jnca.219.1.29
|
|
|
|
|
Liu, P., & Xia, H. (2015)
Structure and Evolution of Co-authorship Network in an Interdisciplinary Research Field
, Scientometrics, 13(1), 11-134. Available at: https://doi.org/1.17/s11192-14-1525-y
|
|
|
|
|
Martens, B., & Turk, Z. (1999)
Working Experiences with a Cumulative Index on Cad: Cumincad
, Architectural Computing from Turing to 2 eCAADe Conference Proceedings, Liverpool, United Kingdom
|
|
|
|
|
Morel, C. M., Serruya, S. J., Penna, G. O., & Guimara÷Es, R. (2009)
Co-authorship Network Analysis: a Powerful Tool for Strategic Planning of Research, Development and Capacity Building Programs on Neglected Diseases
, PLoS Neglected Tropical Diseases,3(8). Available at: https://doi.org/1.1371/journal.pntd.51
|
|
|
|
|
Nakazawa, R., Itoh, T., & Saito, T. (2019)
Cocoa: a Linked Network Visualization System of Co-citation and Co-author Relationships
, EuroVis (Short Papers)
|
|
|
|
|
Newman, M. E., & Girvan, M. (2004)
Finding and Evaluating Community Structure in Networks
, Physical review E, 69(2), 26113, Available at: https://doi.org/1.113/PhysRevE.69.26113.
|
|
|
|
|
Newman, M. E. (2006)
Modularity and Community Structure in Networks
, Proceedings of the national academy of sciences, 13(23), 8577-8582, Available at: https://doi.org/1.173/pnas.616213
|
|
|
|
|
Park, J., Park, J., & Choi, Y. (2022)
Identification of Research Communities of Environmental Engineering and Their Evolution Using Coauthor Network Analysis
, Environmental Modelling & Software, 149, 1532, Available at: https://doi.org/1.116/j.envsoft.222.1532.
|
|
|
|
|
Sinaga, K. P., & Yang, M.-S. (2020)
Unsupervised K-means Clustering Algorithm
, IEEE Access, 8, 8716-8727, doi: 1.119/ACCESS.22.2988796.
|
|
|
|
|
Zhou, X., Liang, W., Kevin, I., Wang, K., Huang, R., & Jin, Q. (2018)
Academic Influence Aware and Multidimensional Network Analysis for Research Collaboration Navigation Based on Scholarly Big Data
, IEEE Transactions on Emerging Topics in Computing, 9(1), 246-257. http://doi.org/1.119/TETC.218.28651
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| last changed |
2023/06/15 23:14 |
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