Güvenlik Teknolojilerinin Atış Eğitimine Etkisi VOSviewer ile Bibliyometrik Bir Analiz

Emrah Altıntaş; Aslıhan Tüfekci; Vedat Yılmaz

TR EN

Güvenlik Teknolojilerinin Atış Eğitimine Etkisi VOSviewer ile Bibliyometrik Bir Analiz

Öz

Bu bibliyometrik araştırma, silahlı atış eğitiminin gelişimine yönelik mevcut yayın eğilimlerini, öne çıkan yazarları ve araştırma yönelimlerini güvenlik teknolojilerinin bu süreçteki rolüyle birlikte inceleyerek, gelecekteki çalışmaların planlanma startejisine ve olası araştırma fırsatlarının belirlenmesine katkı sağlamayı amaçlamaktadır. Analiz için Web of Science (WoS) veri tabanı ve VOSviewer bibliyometrik analiz yazılımı tercih edilmiştir. Veri tabanında "shooting training" anahtar kelimesi ile tüm alanlar (all fields) şeçilerek yapılan arama sonucunda 111 belgeye ulaşılmıştır. Elektrik elektronik mühendisliği, bilgisayar bilimleri ve spor bilimleri gibi farklı disiplinlerdeki çalışmaların dağılımı incelenmiş, aralarından alan dışı olarak tespit edilenler elenerek erişilen 87 çalışma analiz edilmiştir. Elde edilen bulgular, güvenlik teknolojilerindeki gelişmelerin atış eğitiminin geleneksel yöntemlerden simülasyon ve sanal gerçeklik gibi modern yaklaşımlara evrilmesine olanak sağladığını göstermektedir. Analizlerde en çok atıf alan yazarlar arasında Niilo Konttinen, Kaisu Mononen ve Jukka T. Viitasalo öne çıkarken, en bağlantılı yazarların Anton Kos ve Anton Umek olduğu görülmüştür. Çin, Finlandiya ve Türkiye, en fazla atıf alan ülkeler arasında yer alırken; bağlantı gücü ve eser sayısı dikkate alındığında, Polonya'nın da bu ülkeler arasında öne çıktığı tespit edilmiştir. Analiz kapsamında incelenen 56 kurumdan 8’inin güvenlik alanında faaliyet gösteren yüksek öğretim kurumu oldukları anlaşılmış ve bu kurumlardan 5’inin Çinde faaliyet gösterdikleri görülmüştür. Ayrıca, anahtar kelime analizinde atış eğitimi kavramı ile birlikte eğitim, sanal gerçeklik ve performans gibi kavramların sıkça kullanıldığı anlaşılmıştır. Silahlı atış eğitimi literatürünün güvenlik alanında eğitim veren yüksek öğretim kurumları ile bu kurumlardaki akademisyenler tarafından üretilecek akademik çalışmalara ihtiyaç duyduğu sonucuna varılmıştır.

Anahtar Kelimeler

Atış eğitimi, Güvenlik teknolojileri, Simülasyon, Sanal gerçeklik, Performans, Karar destek sistemleri

The Impact of Security Technologies on Shooting Training: A Bibliometric Analysis Using VOSviewer

Öz

This bibliometric research aims to examine the current publication trends, prominent authors, and research directions related to the development of firearm training, while also considering the role of security technologies in this process. Through this approach,, it aims to contribute to the strategic planning of future studies and the identification of potential research opportunities. The Web of Science (WoS) database and VOSviewer bibliometric analysis software were used for the analysis. A search was conducted using the keyword "shooting training" in all fields, resulting in 111 documents. After excluding studies from unrelated fields such as electrical engineering, computer science, and sports sciences, a total of 87 relevant studies were analyzed. The findings suggest that advancements in security technologies have facilitated the shift of shooting training from traditional methods to modern approaches, such as simulation and virtual reality. The most cited authors include Niilo Konttinen, Kaisu Mononen, and Jukka T. Viitasalo, while the most connected authors are Anton Kos and Anton Umek. China, Finland, and Turkey rank among the most cited countries, with Poland emerging as a significant country based on both its connection strength and publication count. Of the 56 institutions analyzed, 8 were identified as higher education institutions in the field of security, 5 of which are located in China. Additionally, keyword analysis revealed that terms such as education, virtual reality, and performance frequently appear alongside the concept of shooting training. The study concludes that additional academic research on firearm training is necessary, especially from researchers at higher education institutions focused on security.

Anahtar Kelimeler

Shooting training, Security technologies, Simulation, Virtual reality, Performance, Decision support systems

Kaynakça

Asil, U., & Nasibov, E. (2021). Using Image Processing Techniques to Increase Safety in Shooting Ranges. arXiv preprint arXiv:2103.04052.
Bogatinov, D., Lameski, P., Trajkovik, V., & Trendova, K. M. (2017). Firearms training simulator based on low cost motion tracking sensor. Multimedia Tools and Applications, 76(1), 1403-1418. doi:10.1007/s11042-015-3118-z
Bota-Avram, C. (2023). Bibliometric analysis of sustainable business performance: where are we going? A science map of the field. Economic research-Ekonomska istraživanja, 36(1), 2137-2176.
Chaban, A. V., Kuznetsova, Z. M., & Ryabchuk, A. V. (2017). Military higher education institutions cadets firearms training based on the development of mental processes. Педагогико-психологические и медико-биологические проблемы физической культуры и спорта, 12(2 (eng)), 115-120.
Chen, C., Ibekwe‐SanJuan, F., & Hou, J. (2010). The structure and dynamics of cocitation clusters: A multiple‐perspective cocitation analysis. Journal of the American Society for information Science and Technology, 61(7), 1386-1409.
Cheung, T. M. (2018). The rise of China as a cybersecurity industrial power: Balancing national security, geopolitical, and development priorities. Journal of Cyber Policy, 3(3), 306-326.
Chowdhury, M. (2023). Going cyberpunk: Conceptualizing the smart (er) artificially intelligent firearm for policing's Utopian future. International Journal of Police Science & Management, 25(3), 324-337.
Couture, R. T., Singh, M., Lee, W., Chahal, P., Wankel, L., Oseen, M., & Wheeler, G. (1999). Can mental training help to improve shooting accuracy? Policing: An International Journal of Police Strategies & Management, 22(4), 696-711.
De Armas, C., Tori, R., & Netto, A. V. (2020). Use of virtual reality simulators for training programs in the areas of security and defense: a systematic review. Multimedia Tools and Applications, 79(5), 3495-3515.
De Oliveira, O. J., Da Silva, F. F., Juliani, F., Barbosa, L. C. F. M., & Nunhes, T. V. (2019). Bibliometric method for mapping the state-of-the-art and identifying research gaps and trends in literature: An essential instrument to support the development of scientific projects. In Scientometrics recent advances: IntechOpen.

Dirik, D., Eryılmaz, İ., & Erhan, T. (2023). Post-truth kavramı üzerine yapılan çalışmaların vosviewer ile bibliyometrik analizi. Sosyal Mucit Academic Review, 4(2), 164-188.
Dulla, N., Mishra, S., & Swain, S. C. (2021). Global exploration on bibliometric research articles: a bibliometric analysis. Libr. Philos. Pract, 1, 1-26.
Duvvuru, A., Kamarthi, S., & Sultornsanee, S. (2012). Undercovering research trends: Network analysis of keywords in scholarly articles. Paper presented at the 2012 Ninth International Conference on Computer Science and Software Engineering (JCSSE).
Fedaravičius, A., Pilkauskas, K., Slizys, E., & Survila, A. (2020). Research and development of training pistols for laser shooting simulation system. Defence Technology, 16(3), 530-534.
Goldberg, B., Amburn, C., Ragusa, C., & Chen, D.-W. (2018). Modeling expert behavior in support of an adaptive psychomotor training environment: A marksmanship use case. International Journal of Artificial Intelligence in Education, 28(2), 194-224.
Guo, J., Yang, L., Umek, A., Bie, R., Tomažič, S., & Kos, A. (2020). A random forest-based accuracy prediction model for augmented biofeedback in a precision shooting training system. Sensors, 20(16), 4512.
Guven, S., & Durukan, A. H. (2020). Empty Bullet-Related Ocular Injuries During Military Shooting Training: A 20-Year Review. Military Medicine, 185(5-6), E799-E803. doi:10.1093/milmed/usz400
Hanif, O., Donghua, Z., Xuefeng, W., & Nawaz, M. S. (2019). Refining the measurement of topic similarities through bibliographic coupling and LDA. IEEE Access, 7, 179997-180011.
Hung, M.-H., Lin, K.-C., Wu, C.-C., Juang, J.-H., Lin, Y.-Y., & Chang, C.-Y. (2021). Effects of complex functional strength training on balance and shooting performance of rifle shooters. Applied sciences, 11(13), 6143.
Karaduman, E., Bostancı, Ö., Karakaş, F., Kabadayı, M., Yılmaz, A. K., Akyildiz, Z., . . . Fischetti, F. (2022). Pistol shooting performance correlates with respiratory muscle strength and pulmonary function in police cadets. Sustainability, 14(12), 7515.
Kayihan, G., Ersöz, G., Özkan, A., & Koz, M. (2013). Relationship between efficiency of pistol shooting and selected physical-physiological parameters of police. Policing: An International Journal of Police Strategies & Management, 36(4), 819-832.
Knapp, B., Bardenet, R., Bernabeu, M. O., Bordas, R., Bruna, M., Calderhead, B., . . . Kuijper, B. (2015). Ten simple rules for a successful cross-disciplinary collaboration. In (Vol. 11, pp. e1004214): Public Library of Science San Francisco, CA USA.
Laaksonen, M. S., Finkenzeller, T., Holmberg, H.-C., & Sattlecker, G. (2018). The influence of physiobiomechanical parameters, technical aspects of shooting, and psychophysiological factors on biathlon performance: A review. Journal of sport and health science, 7(4), 394-404.
Lawrence, E., & Pannone, M. (2009). Tactical Pistol Shooting: Your Guide to Tactics that Work: Gun Digest Books.
Lee, B., Hwang, T. Y., Hyun, S., & Lee, H. (2025). Improvement of K-2 rifle’s live-fire accuracy using virtual reality shooting training system. Virtual Reality, 29(1), 1-11.
Li, S. L., & Ieee. (2009). The Design and Implementation of Shooting System Simulation Platform for Police College. Paper presented at the 2009 Internatıonal Conference On Scalable Computıng And Communıcatıons & Eıghth Internatıonal Conference On Embedded Computıng.
Liang, H.-w., & Kong, B. (2006). A shooting training and instructing system based on image analysis. Paper presented at the 2006 IEEE International Conference on Information Acquisition.
Lin, C. L., Zhu, Z. R., Su, Y. S., Zhou, J., & Su, Y. S. (2023). Metaverse and Education: A Bibliometric Analysis Based on the Past Twenty Years. Paper presented at the 31ST Internatıonal Conference On Computers In Educatıon, ICCE 2023, Vol II.
Lin, Z., & Wu, S. (2012). The design and implementation of shooting training and intelligent evaluation system. Paper presented at the Emerging Computation and Information teChnologies for Education: Proceeding of 2012 International Conference on Emerging Computation and Information teChnologies for Education (ECICE 2012).
Liu, R., Becerik-Gerber, B., & Lucas, G. M. (2023). Effectiveness of VR-based training on improving occupants’ response and preparedness for active shooter incidents. Safety science, 164, 106175.
Lucero-Urresta, E., Buele, J., Córdova, P., & Varela-Aldás, J. (2021). Precision shooting training system using augmented reality. Paper presented at the Computational Science and Its Applications–ICCSA 2021: 21st International Conference, Cagliari, Italy, September 13–16, 2021, Proceedings, Part IX 21.
Martono, K. T., & Nurhayati, O. D. (2016). Shooting simulator system design based on augmented reality. Paper presented at the 2016 3rd International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE).
Mas-Tur, A., Kraus, S., Brandtner, M., Ewert, R., & Kürsten, W. (2020). Advances in management research: a bibliometric overview of the Review of Managerial Science. Review of Managerial Science, 14(5), 933-958.
Mistar, J., Setiakarnawijaya, Y., Dewi, P. C. P., Paramita, D. P., Aqobah, Q. J., & Akbar, M. A. (2023). Systematic Literature Review: Research on Martial Arts Competition Using Vos Viewers in the 2018-2022 Google Scholar Database. Gladi: Jurnal Ilmu Keolahragaan, 14(02), 221-228.
Mitchell, L., & Flin, R. (2007). Shooting Decisions by Police Firearms Officers. Journal of Cognitive Engineering and Decision Making, 1(4), 375-390. doi:10.1518/155534307x264861
Mon-López, D., Moreira da Silva, F., Calero Morales, S., López-Torres, O., & Lorenzo Calvo, J. (2019). What do olympic shooters think about physical training factors and their performance? International journal of environmental research and public health, 16(23), 4629.
Mononen, K., Viitasalo, J. T., Konttinen, N., & Era, P. (2003). The effects of augmented kinematic feedback on motor skill learning in rifle shooting. Journal of sports sciences, 21(10), 867-876.
Nourizadeh, S., Mirjani, M., & Naserpour, H. (2019). The relationship between core stability, muscular endurance, and static balance, and shooting function in military soldiers. Journal of sport biomechanics, 5(1), 62-71.
Ocak, Y., & Balamut, Y. (2022). Does Shooting Performance Increase With Exercises. Kinesiologia Slovenica(28), 62-78.
Rao, H. M., Khanna, R., Zielinski, D. J., Lu, Y., Clements, J. M., Potter, N. D., . . . Appelbaum, L. G. (2018). Sensorimotor learning during a marksmanship task in immersive virtual reality. Frontiers in psychology, 9, 58. Roda-Segarra, J., Mengual-Andrés, S., & Martínez-Roig, R. (2022). Using Virtual Reality in Education: a bibliometric analysis. Campus Virtuales, 11(1), 153-165. doi:10.54988/cv.2022.1.1006
Rostker, B. (2008). Evaluation of the New York City Police Department firearm training and firearm-discharge review process (Vol. 717): Rand Corporation.
Rowhani-Rahbar, A., Lyons, V. H., Simonetti, J. A., Azrael, D., & Miller, M. (2018). Formal firearm training among adults in the USA: results of a national survey. Injury prevention, 24(2), 161-165.
Schwint, R. (2024). Law Enforcement Education and Training Administration, Instructional Design, and Delivery.
Shi, B. (2019). Design and realization of shooting training system for police force. Paper presented at the Advances in Human Factors and Systems Interaction: Proceedings of the AHFE 2018 International Conference on Human Factors and Systems Interaction, July 21-25, 2018, Loews Sapphire Falls Resort at Universal Studios, Orlando, Florida, USA 9.
Simas, V., Schram, B., Canetti, E. F. D., Maupin, D., & Orr, R. (2022). Factors Influencing Marksmanship in Police Officers: A Narrative Review. International journal of environmental research and public health, 19(21). doi:10.3390/ijerph192114236
Sobota, B., Korečko, Š., Hudák, M., Sivý, M., & Cvetković, D. (2020). Mixed reality: a known unknown. Mixed Reality and Three-Dimensional Computer Graphics, 143.
Sudiarno, A., Dewi, R. S., Widyaningrum, R., Akbar, R. A., Sudianto, Y., & Prastyabudi, W. A. (2024). Analysis of Human Performance and Potential Application of Virtual Reality (VR) Shooting Games as a Shooting Training Simulator for Military Personnel. International Journal of Technology, 15(1).
Sun, S.-H., Chiang, C.-W., & Manuel, B. G. J. (2020). The development of image capturing system applied in shooting simulator using LabVIEW. WSEAS Trans Signal Process, 16, 19-30.
Takopueak, N., Sutthinet, C., & Phetchakul, T. (2023). Firearm Training System by Laser gun. Paper presented at the 2023 International Electrical Engineering Congress (iEECON).
Talan, T. (2021). Augmented Reality in STEM Education: Bibliometric Analysis. International Journal Of Technology In Education, 4(4), 605-623. doi:10.46328/ijte.136
Thompson, D. F., & Walker, C. K. (2015). A descriptive and historical review of bibliometrics with applications to medical sciences. Pharmacotherapy: The Journal of Human Pharmacology and Drug Therapy, 35(6), 551-559.
Tondini, M. (2017). The use of force in the course of maritime law enforcement operations. Journal on the Use of Force and International Law, 4(2), 253-272.
Trengrove, T. (2022). Roll for Mixed Reality. Open Access Te Herenga Waka-Victoria University of Wellington, Trujillo, C. M., & Long, T. M. (2018). Document co-citation analysis to enhance transdisciplinary research. Science advances, 4(1), e1701130.
Van Eck, N., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. scientometrics, 84(2), 523-538.
Vardar, T., & Senduran, F. (2021). The cognitive workload of air pistol shooters on the aiming task. Pakistan Journal Of Medical & Health Sciences, 15(9), 2610-2615. doi:10.53350/pjmhs211592610
Viitasalo, J., Era, P., Konttinen, N., Mononen, H., Mononen, K., & Norvapalo, K. (2001). Effects of 12‐week shooting training and mode of feedback on shooting scores among novice shooters. Scandinavian Journal of Medicine & Science in Sports, 11(6), 362-368.
Wang, H., Ma, Z., & Cao, M. (2018). VR shooting training system interaction design. Paper presented at the 2018 International Conference on Virtual Reality and Visualization (ICVRV).
Wei, L., Zhou, H., & Nahavandi, S. (2019). Haptically enabled simulation system for firearm shooting training. Virtual Reality, 23, 217-228.
Wingrave, C., Hix, D., Schmalstieg, D., MacIntyre, B., Bowman, D., & Mine, M. (2003). Mixed reality: the continuum from virtual to augmented reality. Paper presented at the Proceedings of the IEEE Virtual Reality 2003.
Xie, B., Liu, H., Alghofaili, R., Zhang, Y., Jiang, Y., Lobo, F. D., . . . Akdere, M. (2021). A review on virtual reality skill training applications. Frontiers in Virtual Reality, 2, 645153.
Xu, Q. A., & Chang, V. (2020). Co-authorship network and the correlation with academic performance. Internet of Things, 12, 100307.
Yan, L., & Wang, Z. P. (2023). Mapping the Literature on Academic Publishing: A Bibliometric Analysis on WOS. SAGE OPEN, 13(1). doi:10.1177/21582440231158562
Yang, L., Guo, J., Bie, R., Umek, A., & Kos, A. (2020). Machine Learning based Accuracy Prediction Model for Augmented Biofeedback in Precision Shooting. Procedia Computer Science, 174, 358-363. doi:https://doi.org/10.1016/j.procs.2020.06.099
Zan, B. U. (2019). Doğrudan atıf, ortak atıf ve bibliyografik eşleşme yaklaşımlarına dayalı olarak araştırma alanlarının değerlendirilmesi. Sosyal Bilimler Araştırmaları Dergisi, 14(2), 501-516.
Zhu, Z., Branzoi, V., Sizintsev, M., Vitovitch, N., Oskiper, T., Villamil, R., . . . Kumar, R. (2015). AR-Weapon: live augmented reality based first-person shooting system. Paper presented at the 2015 IEEE Winter Conference on Applications of Computer Vision.
Zotov, V., & Kramkowski, E. (2023). Moving-Target Intelligent Tutoring System for Marksmanship Training. International Journal of Artificial Intelligence in Education, 33(4), 817-842.

Ayrıntılar

Birincil Dil

Türkçe

Konular

Savunma Çalışmaları, Güvenlik Çalışmaları

Bölüm

Araştırma Makalesi

Yazarlar

Emrah Altıntaş ^*
0000-0002-5677-4844
Türkiye

Aslıhan Tüfekci
0000-0002-8669-276X
Türkiye

Vedat Yılmaz
0000-0002-3112-9371
Türkiye

Yayımlanma Tarihi

7 Mart 2025

Gönderilme Tarihi

25 Ekim 2024

Kabul Tarihi

5 Mart 2025

Yayımlandığı Sayı

Yıl 2025 Cilt: 2 Sayı: 1

IZ

https://izlik.org/JA63RJ22UJ

APA

Altıntaş, E., Tüfekci, A., & Yılmaz, V. (2025). Güvenlik Teknolojilerinin Atış Eğitimine Etkisi VOSviewer ile Bibliyometrik Bir Analiz. Savunma ve Güvenlik Araştırmaları Dergisi, 2(1), 67-94. https://izlik.org/JA63RJ22UJ

AMA

1.Altıntaş E, Tüfekci A, Yılmaz V. Güvenlik Teknolojilerinin Atış Eğitimine Etkisi VOSviewer ile Bibliyometrik Bir Analiz. SAGA. 2025;2(1):67-94. https://izlik.org/JA63RJ22UJ

Chicago

Altıntaş, Emrah, Aslıhan Tüfekci, ve Vedat Yılmaz. 2025. “Güvenlik Teknolojilerinin Atış Eğitimine Etkisi VOSviewer ile Bibliyometrik Bir Analiz”. Savunma ve Güvenlik Araştırmaları Dergisi 2 (1): 67-94. https://izlik.org/JA63RJ22UJ.

EndNote

Altıntaş E, Tüfekci A, Yılmaz V (01 Mart 2025) Güvenlik Teknolojilerinin Atış Eğitimine Etkisi VOSviewer ile Bibliyometrik Bir Analiz. Savunma ve Güvenlik Araştırmaları Dergisi 2 1 67–94.

IEEE

[1]E. Altıntaş, A. Tüfekci, ve V. Yılmaz, “Güvenlik Teknolojilerinin Atış Eğitimine Etkisi VOSviewer ile Bibliyometrik Bir Analiz”, SAGA, c. 2, sy 1, ss. 67–94, Mar. 2025, [çevrimiçi]. Erişim adresi: https://izlik.org/JA63RJ22UJ

ISNAD

Altıntaş, Emrah - Tüfekci, Aslıhan - Yılmaz, Vedat. “Güvenlik Teknolojilerinin Atış Eğitimine Etkisi VOSviewer ile Bibliyometrik Bir Analiz”. Savunma ve Güvenlik Araştırmaları Dergisi 2/1 (01 Mart 2025): 67-94. https://izlik.org/JA63RJ22UJ.

JAMA

1.Altıntaş E, Tüfekci A, Yılmaz V. Güvenlik Teknolojilerinin Atış Eğitimine Etkisi VOSviewer ile Bibliyometrik Bir Analiz. SAGA. 2025;2:67–94.

MLA

Altıntaş, Emrah, vd. “Güvenlik Teknolojilerinin Atış Eğitimine Etkisi VOSviewer ile Bibliyometrik Bir Analiz”. Savunma ve Güvenlik Araştırmaları Dergisi, c. 2, sy 1, Mart 2025, ss. 67-94, https://izlik.org/JA63RJ22UJ.

Vancouver

1.Emrah Altıntaş, Aslıhan Tüfekci, Vedat Yılmaz. Güvenlik Teknolojilerinin Atış Eğitimine Etkisi VOSviewer ile Bibliyometrik Bir Analiz. SAGA [Internet]. 01 Mart 2025;2(1):67-94. Erişim adresi: https://izlik.org/JA63RJ22UJ

Güvenlik Teknolojilerinin Atış Eğitimine Etkisi VOSviewer ile Bibliyometrik Bir Analiz

Öz

Anahtar Kelimeler

The Impact of Security Technologies on Shooting Training: A Bibliometric Analysis Using VOSviewer

Öz

Anahtar Kelimeler

Kaynakça

Ayrıntılar

Birincil Dil

Konular

Bölüm

Yazarlar

Yayımlanma Tarihi

Gönderilme Tarihi

Kabul Tarihi

Yayımlandığı Sayı

IZ

Kaynak Göster