TY - JOUR T1 - Silahlı İnsansız Hava Araçlarına İlişkin Bilimsel Yayınların Bibliyometrik Analizi TT - Bibliometric Analysis of Scientific Publications on Unmanned Combat Aerial Vehicles AU - Aydın, Noyan PY - 2024 DA - April Y2 - 2024 DO - 10.51290/dpusbe.1455380 JF - Dumlupınar Üniversitesi Sosyal Bilimler Dergisi PB - Kütahya Dumlupınar Üniversitesi WT - DergiPark SN - 1302-1842 SP - 309 EP - 331 IS - 80 LA - tr AB - Bu çalışmada, Silahsız İnsansız Hava Araçları konulu bilimsel yayınların Web of Science Veri Tabanı Çekirdek Koleksiyonu çerçevesinde bibliyometrik bir analizi yapılmıştır. Analiz neticesinde, son 10 yılda özellikle araştırma odaklı yayınlarda bir artış eğilimi olmakla birlikte, başta incelem odaklı olmak üzere hala yeterli sayıda üst düzey endeksli çalışma olmadığı görülmüştür. Ayrıca, yapılan çalışmalarda uluslararası yazarlık oranı çok düşük olup, genellikle çalışmalar çok yazarlı ve ulusal düzeyde yapılmıştır. Çalışmaların neredeyse tamamı teknik ve mühendislik disiplinlerine odaklanmış olup, sosyal bilimlerle disiplinler arası çalışma düzeyi henüz çok yetersiz seviyededir. Gerek genel performans analizi gerekse de bibliyometrik analiz neticesinde elde edilen bulgular, yazar, yayın, atıf, kurum ve ülke bağlamında önce Çin’in ardından da ABD’nin bu sahadaki çalışmalarda diğer ülkelere kıyasla açık ara öncül pozisyonda olduklarını göstermiştir. KW - Bibliyometrik analiz KW - Silahlı insansız hava araçları KW - SİHA KW - İHA N2 - In this study, a bibliometric analysis of scientific publications on Unmanned Combat Aerial Vehicles was conducted within the framework of the Web of Science Database Core Collection. As a result of the analysis, it has been observed that although there has been an increasing trend in the last 10 years, especially in research-oriented publications, there are still not enough high-level indexed studies, especially review-oriented studies. In addition, the rate of international authorship in the studies is very low, and studies are generally multi-authored and conducted at national level. Almost all of the studies are focused on technical and engineering disciplines, and the level of interdisciplinary work with social sciences is still very insufficient. The findings of both the overall performance analysis and the bibliometric analysis show that in terms of authors, publications, citations, institutions and countries, first China and then the USA are by far in the leading position in academic studies compared to other countries. CR - Acedo, F. J., Barroso, C., Casanueva, C. ve Galan, J. L. (2006). Co-authorship in management and organizational studies: An empirical and network analysis*. Journal of Management Studies, 43(5), 957-983. doi:10.1111/j.1467-6486.2006.00625.x CR - Akinlolu, M. ve Haupt, T.C. (2020). A biblıometric review of trends in construction safety technology research. Proceedings of International Structural Engineering and Construction, 7(2). https://doi:10.14455/ISEC.2020.7(2).CPM-08 CR - Austin, F., Carbone, G., Falco, M., Hinz, H. ve Lewis, M. (1990). Game theory for automated maneuvering during air-to-air combat. Journal of Guidance, Control, and Dynamics, 13(6), 1143-1149. doi:10.2514/3.20590 CR - Baker, H. K., Kumar, S. ve Pandey, N. (2020). A bibliometric analysis of managerial finance: A retrospective. Managerial Finance, 46(11), 1495-1517. doi:10.1108/MF-06-2019-0277 CR - Broadus, R. N. (1987). Toward a definition of “bibliometrics”. Scientometrics, 12(5-6), 373-379. doi:10.1007/BF02016680 CR - Chang, Y.-W., Huang, M.-H. ve Lin, C.-W. (2015). Evolution of research subjects in library and information science based on keyword, bibliographical coupling, and co-citation analyses. Scientometrics, 105(3), 2071-2087. doi:10.1007/s11192-015-1762-8 CR - Changqiang, H., Kangsheng, D., Hanqiao, H., Shangqin, T. ve Zhuoran, Z. (2018). Autonomous air combat maneuver decision using bayesian inference and moving horizon optimization. Journal of Systems Engineering and Electronics, 29(1), 86-97. doi:10.21629/JSEE.2018.01.09 CR - Cisneros, L., Ibanescu, M., Keen, C., Lobato-Calleros, O. ve Niebla-Zatarain, J. (2018). Bibliometric study of family business succession between 1939 and 2017: Mapping and analyzing authors’ networks. Scientometrics, 117(2), 919-951. doi:10.1007/s11192-018-2889-1 CR - Clarivate. (2023, 6 Eylül), Web of Science Çekirdek Koleksiyonu. https://www.webofscience.com/wos/woscc/advanced-search CR - Combs, J. G., Ketchen Jr, D. J., Crook, T. R., & Roth, P. L. (2011). Assessing cumulative evidence within ‘Macro’ research: Why meta-analysis should be preferred over vote counting: Assessing cumulative evidence. Journal of Management Studies, 48(1), 178-197. doi:10.1111/j.1467-6486.2009.00899.x CR - Cummings, R. M. ve Schütte, A. (2012). Integrated computational/experimental approach to unmanned combat air vehicle stability and control estimation. Journal of Aircraft, 49(6), 1542-1557. doi:10.2514/1.C031430 CR - Deng, G.-F. ve Lin, W.-T. (2012). Citation analysis and bibliometric approach for ant colony optimization from 1996 to 2010. Expert Systems with Applications, 39(6), 6229-6237. doi: https://doi.org/10.1016/j.eswa.2011.12.001 CR - Di Ciaccio, F. ve Troisi, S. (2021). Monitoring marine environments with autonomous underwater vehicles: A bibliometric analysis. Results in Engineering, 9, 100205. https://doi.org/10.1016/j.rineng.2021.100205 CR - Donthu, N., Kumar, S., Pandey, N. ve Lim, W. M. (2021). Research constituents, intellectual structure, and collaboration patterns in journal of international marketing: An analytical retrospective. Journal of International Marketing, 29(2), 1-25. doi:10.1177/1069031X211004234 CR - Donthu, N., Kumar, S., Mukherjee, D., Pandey, N. ve Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285-296. doi:10.1016/j.jbusres.2021.04.070 CR - Duan, H., Liu, S. ve Wu, J. (2009). Novel intelligent water drops optimization approach to single UCAV smooth trajectory planning. Aerospace Science and Technology, 13(8), 442-449. doi:https://doi.org/10.1016/j.ast.2009.07.002 CR - Duan, H., Shao, S., Su, B. ve Zhang, L. (2010). New development thoughts on the bio-inspired intelligence based control for unmanned combat aerial vehicle. Science China Technological Sciences, 53(8), 2025-2031. doi:10.1007/s11431-010-3160-z CR - Duan, H. ve Huang, L. (2014). Imperialist competitive algorithm optimized artificial neural networks for UCAV global path planning. Neurocomputing, 125, 166-171. doi:https://doi.org/10.1016/j.neucom.2012.09.039 CR - Ernest, N. ve Carroll, D. (2016). Genetic fuzzy based artificial intelligence for unmanned combat aerial vehicle control in simulated air combat missions. Journal of Defense Management, 06(01). doi:10.4172/2167-0374.1000144 CR - Hognogi, G.G., Pop, A.M., Marian-Potra, A.C. ve Someșfălean, T. (2021). The role of UAS–GIS in digital era governance: A systematic literature review. Sustainability, 13(19), 11097. https://doi.org/10.3390/su131911097 CR - Iqbal, U., Riaz, M. Z. B., Zhao, J., Barthelemy, J. ve Perez, P. (2023). Drones for flood monitoring, mapping and detection: A bibliometric review. Drones, 7(1), 32. https://doi.org/10.3390/drones7010032 CR - Kaleci, F. (2023). Ekonomi alanındaki inovasyon konulu uluslararası bilimsel yayınların bibliyometrik analizi (Yüksek Lisans Tezi, Necmettin Erbakan Üniversitesi Sosyal Bilimler Enstitüsü, Konya, Türkiye). https://acikerisim.erbakan.edu.tr/xmlui/handle/20.500.12452/10069 CR - Kabamba, P. T., Meerkov, S. M. ve Zeitz, F. H. (2006). Optimal path planning for unmanned combat aerial vehicles to defeat radar tracking. Journal of Guidance, Control, and Dynamics, 29(2), 279-288. doi:10.2514/1.14303 CR - Kessler, M. M. (1963). Bibliographic coupling between scientific papers. American Documentation, 14(1), 10-25. doi:10.1002/asi.5090140103 CR - Lawson, S. J. ve Barakos, G. N. (2011). Review of numerical simulations for high-speed, turbulent cavity flows. Progress in Aerospace Sciences, 47(3), 186-216. doi: https://doi.org/10.1016/j.paerosci.2010.11.002 CR - Li, B., Gong, L. ve Yang, W. (2014). An improved artificial bee bolony algorithm based on balance-evolution strategy for unmanned combat aerial vehicle path planning. The Scientific World Journal, 2014, 1-10. doi:10.1155/2014/232704 CR - Li, P. ve Duan, H. (2012). Path planning of unmanned aerial vehicle based on improved gravitational search algorithm. Science China Technological Sciences, 55(10), 2712-2719. doi:10.1007/s11431-012-4890-x CR - Liu, Z., Yin, Y., Liu, W. ve Dunford, M. (2015). Visualizing the intellectual structure and evolution of innovation systems research: A bibliometric analysis. Scientometrics, 103(1), 135-158. doi:10.1007/s11192-014-1517-y CR - McGrew, J. S., How, J. P., Williams, B. ve Roy, N. (2010). Air-combat strategy using approximate dynamic programming. Journal of Guidance, Control, and Dynamics, 33(5), 1641-1654. doi:10.2514/1.46815 CR - Mirjalili, S., Mirjalili, S. M. ve Lewis, A. (2014). Grey wolf optimizer. Advances in Engineering Software, 69, 46-61. doi:10.1016/j.advengsoft.2013.12.007 CR - Mnih, V., Kavukcuoglu, K., Silver, D., Rusu, A. A., Veness, J., Bellemare, M. G., … Hassabis, D. (2015). Human-level control through deep reinforcement learning. Nature, 518(7540), 529-533. doi:10.1038/nature14236 CR - Pan, J.-S., Liu, N. ve Chu, S.-C. (2020). A hybrid differential evolution algorithm and its application in unmanned combat aerial vehicle path planning. IEEE Access, 8, 17691-17712. doi:10.1109/ACCESS.2020.2968119 CR - Park, H., Lee, B.-Y., Tahk, M.-J. ve Yoo, D.-W. (2016). Differential game based air combat maneuver generation using scoring function matrix. International Journal of Aeronautical and Space Sciences, 17(2), 204-213. doi:10.5139/IJASS.2016.17.2.204 CR - Patel, M. P., Ng, T. T., Vasudevan, S., Corke, T. C. ve He, C. (2007). Plasma actuators for hingeless aerodynamic control of an unmanned air vehicle. Journal of Aircraft, 44(4), 1264-1274. doi:10.2514/1.25368 CR - Qu, C., Gai, W., Zhang, J. ve Zhong, M. (2020). A novel hybrid grey wolf optimizer algorithm for unmanned aerial vehicle (UAV) path planning. Knowledge-Based Systems, 194, 105530. doi:10.1016/j.knosys.2020.105530 CR - Ramos-Rodríguez, A.-R. ve Ruíz-Navarro, J. (2004). Changes in the intellectual structure of strategic management research: A bibliometric study of the strategic management journal, 1980–2000. Strategic Management Journal, 25(10), 981-1004. doi:10.1002/smj.397 CR - Raparelli, E. ve Bajocco, S. (2019). A bibliometric analysis on the use of unmanned aerial vehicles in agricultural and forestry studies. International Journal of Remote Sensing, 40(24), 9070-9083. doi.org/10.1080/01431161.2019.1569793 CR - Rejeb, A., Abdollahi, A., Rejeb, K. ve Treiblmaier, H. (2022). Drones in agriculture: A review and bibliometric analysis. Computers and Electronics in Agriculture, 198, 107017. doi:10.1016/j.compag.2022.107017 CR - Roberge, V., Tarbouchi, M. ve Labonte, G. (2013). Comparison of parallel genetic algorithm and particle swarm optimization for real-time UAV path planning. IEEE Transactions on Industrial Informatics, 9(1), 132-141. doi:10.1109/TII.2012.2198665 CR - Schütte, A., Hummel, D. ve Hitzel, S. M. (2012). Flow physics analyses of a generic unmanned combat aerial vehicle configuration. Journal of Aircraft, 49(6), 1638-1651. doi:10.2514/1.C031386 CR - Shetty, V. K., Sudit, M. ve Nagi, R. (2008). Priority-based assignment and routing of a fleet of unmanned combat aerial vehicles. Computers & Operations Research, 35(6), 1813-1828. doi:https://doi.org/10.1016/j.cor.2006.09.013 CR - Sivil Havacılık Genel Müdürlüğü. (2023, 24 Ekim). İnsansız Hava Aracı Sistemleri Talimatı IHA_talimati_revizyon3.pdf (shgm.gov.tr) CR - Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104, 333-339. doi:10.1016/j.jbusres.2019.07.039 CR - Storn, R. ve Price, K. (1997). Differential evolution – A simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization, 11(4), 341-359. doi:10.1023/A:1008202821328 CR - Tahamtan, I., Safipour Afshar, A. ve Ahamdzadeh, K. (2016). Factors affecting number of citations: A comprehensive review of the literature. Scientometrics, 107(3), 1195-1225. doi:10.1007/s11192-016-1889-2 CR - Tunger, D. ve Eulerich, M. (2018). Bibliometric analysis of corporate governance research in German-speaking countries: Applying bibliometrics to business research using a custom-made database. Scientometrics, 117(3), 2041-2059. doi:10.1007/s11192-018-2919-z CR - Türk Hava Kurumu. (2023, 24 Ekim). İnsansız Hava Aracı Türk Hava Kurumu-İHA (thk.org.tr) CR - Verma, S. ve Gustafsson, A. (2020). Investigating the emerging COVID-19 research trends in the field of business and management: A bibliometric analysis approach. Journal of Business Research, 118, 253-261. doi:10.1016/j.jbusres.2020.06.057 CR - Videras Rodríguez, M., Melgar, S. G., Cordero, A. S. ve Márquez, J. M. A. (2021). A critical review of unmanned aerial vehicles (UAVs) use in architecture and urbanism: Scientometric and bibliometric analysis. Applied Sciences, 11(21), 9966. doi:10.3390/app11219966 CR - Virtanen, K., Karelahti, J. ve Raivio, T. (2006). Modeling air combat by a moving horizon influence diagram game. Journal of Guidance, Control, and Dynamics, 29(5), 1080-1091. doi:10.2514/1.17168 CR - Wang, G.-G., Chu, H. E. ve Mirjalili, S. (2016). Three-dimensional path planning for UCAV using an improved bat algorithm. Aerospace Science and Technology, 49, 231-238. doi:https://doi.org/10.1016/j.ast.2015.11.040 CR - Wang, G., Guo, L., Duan, H., Liu, L. ve Wang, H. (2012). A bat algorithm with mutation for UCAV path planning. The Scientific World Journal, 2012, 1-15. doi:10.1100/2012/418946 CR - Wang, J., Wang, S., Zou, D., Chen, H., Zhong, R., Li, H., …Yan, K. (2021). Social network and bibliometric analysis of unmanned aerial vehicle remote sensing applications from 2010 to 2021. Remote Sensing, 13(15), 2912. https://doi.org/10.3390/rs13152912 CR - Xu, C., Duan, H. ve Liu, F. (2010). Chaotic artificial bee colony approach to uninhabited combat air vehicle (UCAV) path planning. Aerospace Science and Technology, 14(8), 535-541. doi:10.1016/j.ast.2010.04.008 CR - Yang, Q., Zhang, J., Shi, G., Hu, J. ve Wu, Y. (2020). Maneuver decision of UAV in short-range air combat based on deep reinforcement learning. IEEE Access, 8, 363-378. doi:10.1109/ACCESS.2019.2961426 CR - Zhang, C., Zou, Y., Wang, F., Del Rey Castillo, E., Dimyadi, J. ve Chen, L. (2022). Towards fully automated unmanned aerial vehicle-enabled bridge inspection: Where are we at? Construction and Building Materials, 347, 128543. https://doi.org/10.1016/j.conbuildmat.2022.128543 CR - Zhang, S., Zhou, Y., Li, Z. ve Pan, W. (2016). Grey wolf optimizer for unmanned combat aerial vehicle path planning. Advances in Engineering Software, 99, 121-136. doi:10.1016/j.advengsoft.2016.05.015 CR - Zhu, W. ve Duan, H. (2014). Chaotic predator–prey biogeography-based optimization approach for UCAV path planning. Aerospace Science and Technology, 32(1), 153-161. doi:10.1016/j.ast.2013.11.003 CR - Zupic, I., ve Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429-472. doi:10.1177/1094428114562629 UR - https://doi.org/10.51290/dpusbe.1455380 L1 - https://dergipark.org.tr/tr/download/article-file/3806048 ER -