APPLICATION OF AFRICAN BUFFALO OPTIMIZATION ALGORITHM TO CULTURAL HERITAGE
DOI:
https://doi.org/10.15282/ijsecs.11.1.2025.4.0136Keywords:
African Buffalo Optimization, Cultural heritage, Cultural studies, Digital humanitiesAbstract
The cultural heritage of a people defines the people. Cultural heritage refers to the physical and intangible artefacts, traditions, and values that are passed down from one generation to another within a community or society, nation, or race. Over the years, it has been observed that cultural heritage studies have been bogged down by optimization challenges in the areas of resource allocation, route planning, and site selection. This study explores the application of African Buffalo Optimization (ABO) to address these challenges. The relationship between African Buffalo Optimization, which is a swarm optimization technique in computer science, and cultural heritage is also examined using the qualitative research method. Using the analytical research method, not an experimental one, to track the relationship between humanities, computer science, Artificial Intelligence, cultural studies, and the social sciences, this paper highlights the application of the African Buffalo Optimization to confronting the challenges of cultural heritage and concludes that the algorithm can be applied to optimize various processes, such as digital preservation and conservation, collection management and curation, exhibition and display design, community engagement and participation, and cultural heritage tourism management. Such application benefits the global cultural heritage organizations and institutions in several ways. It is, therefore, recommended that the global research community in cultural studies, digital humanities and social sciences should explore the use of swarm optimization techniques, in general, and the African Buffalo Optimization, in particular, to cultural heritage research and scholarship.
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[1] J. B. Odili, M. N. M. Kahar, A. Noraziah, M. Zarina, and R. U. Haq, “Performance analyses of nature-inspired algorithms on the traveling salesman’s problems for strategic management,” Intelligent Automation & Soft Computing, vol. 24, no. 4, pp. 759-769, 2018, https://doi.org/10.1080/10798587.2017.1334370.
[2] Y. Hou, S. Kenderdine, D. Picca, M. Egloff, and A. Adamou, “Digitizing intangible cultural heritage embodied: State of the art,” Journal on Computing and Cultural Heritage, vol. 15, no. 3, pp. 1-20, 2022, https://doi.org/10.1145/3494837.
[3] S. Kim, M. Whitford, and C. Arcodia, “Development of intangible cultural heritage as a sustainable tourism resource: The intangible cultural heritage practitioners’ perspectives,” Journal of Heritage Tourism, vol. 14, nos. 5-6, pp. 422–435, 2019, https://doi.org/10.1080/1743873X.2018.1561703.
[4] G. Jiménez-Díaz, B. Diaz-Agudo, L. E. Bruni, N. Kadastik, A. Follo, R. Damiano, M. Striani, A. Sanchez-Martin, and A. Lieto, “Interpretable clusters for representing citizens’ sense of belonging through interaction with cultural heritage,” Journal on Computing and Cultural Heritage, vol. 17, no. 4, pp. 1-22, 2024, https://doi.org/10.1145/3665142.
[5] J. B. Odili, B. N. Abdullah, A. Noraziah, A. W. Mohd Helmy, and A. Mashuk, “African buffalo optimization algorithm-based T-way test suite generation strategy for electronic-payment transactions,” in Proceedings of the International Conference on Emerging Technologies and Intelligent Systems (ICETIS), vol. 1, 2022, pp. 160-174, https://doi.org/10.1007/978-3-030-82616-1_15.
[6] B. Becker, “The roles and challenges of computing terminology in non-computing disciplines,” in Proceedings of the 2021 Conference on United Kingdom & Ireland Computing Education Research (UKICER), 2021, pp. 1-7, https://doi.org/10.1145/3481282.3481284.
[7] G. Trichopoulos, J. Aliprantis, M. Konstantakis, K. Michalakis, and G. Caridakis, “Tangible and personalized DS application approach in cultural heritage: The CHATS project,” Computers, vol. 11, no. 2, Art. no. 19, 2022, https://doi.org/10.3390/computers11020019.
[8] Q. Qiu, Y. Zuo, and M. Zhang, “Intangible cultural heritage in tourism: Research review and investigation of future agenda,” Land, vol. 11, no. 1, Art. no. 139, 2022, https://doi.org/10.3390/land11010139.
[9] E. Azzopardi, O. K. Jasper, Y. Juliette, L. Chris, O. C. Seb, S. Martino, W. Flannery, L. P. Sousa, D. Mylona, and K. Frangoudes, “What are heritage values? Integrating natural and cultural heritage into environmental valuation,” People and Nature, vol. 5, no. 2, pp. 368-383, 2023, https://doi.org/10.1002/pan3.10386.
[9] E. Azzopardi, J. O. Kenter, J. Young, C. Leakey, S. O’Connor, S. Martino, W. Flannery, L. P. Sousa, D. Mylona, K. Frangoudes, I. Béguier, M. Pafi, A. R. da Silva, J. Ainscough, M. Koutrakis, M. F. da Silva, and C. Pita, “What are heritage values? Integrating natural and cultural heritage into environmental valuation,” People and Nature, vol. 5, no. 2, pp. 368–383, 2023, https://doi.org/10.1002/pan3.10386.
[10] M. Mason and G. Vavoula, “Digital cultural heritage design practice: A conceptual framework,” The Design Journal, vol. 24, no. 3, pp. 405-424, 2021, https://doi.org/10.1080/14606925.2021.1889738.
[11] N. Bulut and H. Yılmaz, “A literature review on the management of underwater cultural heritage,” Ocean & Coastal Management, vol. 245, Art. no. 106837, 2023, https://doi.org/10.1016/j.ocecoaman.2023.106837.
[12] P. Arbab and G. Alborzi, “Toward developing a sustainable regeneration framework for urban industrial heritage,” Journal of Cultural Heritage Management and Sustainable Development, vol. 12, no. 3, pp. 263-274, 2022, https://doi.org/10.1108/JCHMSD-04-2020-0059.
[13] S. Lázaro Ortiz and J. C. Jiménez de Madariaga, “The UNESCO convention for the safeguarding of the intangible cultural heritage: A critical analysis,” International Journal of Cultural Policy, vol. 28, no. 3, pp. 327-341, 2022, https://doi.org/10.1080/10286632.2021.1941914.
[14] T. Tasovac, S. Chambers, and E. Tóth-Czifra, “Cultural heritage data from a humanities research perspective: A DARIAH position paper,” DARIAH, 2020.
[15] J. B. Odili, M. N. M. Kahar, and S. Anwar, “African buffalo optimization: A swarm-intelligence technique,” Procedia Computer Science, vol. 76, pp. 443-448, 2015, https://doi.org/10.1016/j.procs.2015.12.291.
[16] A. R. Panhalkar and D. D. Doye, “Optimization of decision trees using modified African buffalo algorithm,” Journal of King Saud University - Computer and Information Sciences, vol. 34, no. 8, pp. 4763-4772, 2022, https://doi.org/10.1016/j.jksuci.2021.01.011.
[17] J. B. Odili and J. O. Fatokun, “The mathematical model, implementation and the parameter-tuning of the African buffalo optimization algorithm,” in Proceedings of the 2020 International Conference in Mathematics, Computer Engineering and Computer Science (ICMCECS), 2020, pp. 1-8, https://doi.org/10.1109/ICMCECS47690.2020.240886.
[18] M. A. K. Azrag, T. A. A. Kadir, and M. A. Noorlin, “A comparison of particle swarm optimization and global African buffalo optimization,” IOP Conference Series: Materials Science and Engineering, vol. 769, no. 1, Art. no. 012034, 2020, https://doi.org/10.1088/1757-899X/769/1/012034.
[19] E. Sesana, A. S. Gagnon, C. Ciantelli, J. Cassar, and J. J. Hughes, “Climate change impacts on cultural heritage: A literature review,” Wiley Interdisciplinary Reviews: Climate Change, vol. 12, no. 4, Art. no. e710, 2021, https://doi.org/10.1002/wcc.710.
[20] M. Fiorucci et al., “Machine learning for cultural heritage: A survey,” Pattern Recognition Letters, vol. 133, pp. 102–108, 2020, https://doi.org/10.1016/j.patrec.2020.02.017.
[21] A. Hogberg and C. Holtorf, Cultural Heritage and the Future. London, U.K.: Routledge, 2021.
[22] Y. Donders, “Cultural heritage and human rights,” in The Oxford Handbook of International Cultural Heritage Law, F. Francioni and A. F. Vrdoljak, Eds. Oxford, U.K.: Oxford University Press, 2020.
[23] H. Jang and J. Mennis, “The role of local communities and well-being in UNESCO World Heritage Site conservation: An analysis of the operational guidelines, 1994-2019,” Sustainability, vol. 13, no. 13, Art. no. 7144, 2021, https://doi.org/10.3390/su13137144.
[24] C. N. Mabude, E. Nebe, J. B. Odili, and S. O. Hassan, “BUAS: A blockchain-enabled trust-aware security architecture for scalable and resilient UAV networks,” Journal of Information Security, Privacy and Digital Forensics, vol. 8, no. 2, pp. 22-32, 2024.
[25] R. Trocchianesi and L. Bollini, “Design, digital humanities, and information visualization for cultural heritage,” Multimodal Technologies and Interaction, vol. 7, no. 11, Art. no. 102, 2023, https://doi.org/10.3390/mti7110102.
[26] L. Abbamonte and A. Raffaella, “The need for integrated methodology-The National Museum of African American History and Culture,” mediAzioni, vol. 34, pp. A13-A35, 2022, https://doi.org/10.6092/issn.1974-4382/15482.
[26] L. Abbamonte and R. Antinucci, “The need for integrated methodology—The National Museum of African American History and Culture,” mediAzioni, vol. 34, pp. A13–A35, 2022, https://doi.org/10.6092/issn.1974-4382/15482.
[27] Z. Liu, Y. Zhang, and H. Peng, “Energy balanced routing protocol based on improved particle swarm optimisation and ant colony algorithm for museum environmental monitoring of cultural relics,” IET Smart Cities, vol. 7, no. 3, pp. 210-219, 2023, https://doi.org/10.1049/smc2.12060.
[28] F. Coradeschi, E. Degl’Innocenti, C. Di Meo, M. Sanesi, A. Spadi, and F. Spinelli, “RESTORE: Opening data in digital humanities and cultural heritage,” in Proc. 18th Italian Research Conf. Digital Libraries (IRCDL 2022), Padova, Italy, Feb. 24-25, 2022.
[29] E. Sorbo and G. Spironelli, “Digital humanities and digital knowledge for the preservation of cultural heritage,” in Intellectual Output 5: Book of Courses: IMAGINING Program for Sustainability of the Built Environment and Heritage Awareness, Belgrade, Serbia: University of Belgrade, Faculty of Architecture, 2023, pp. 222-227.
[30] Y.-J. Cheng, “Using digital humanity approaches to visualize and evaluate the cultural heritage ontology,” The Electronic Library, vol. 40, nos. 1-2, pp. 83–98, 2022, https://doi.org/10.1108/EL-09-2021-0171.
[31] G. P. Zarri, “Knowledge representation technologies for narratives, digital humanities and cultural heritage,” in Information Systems and Technologies: WorldCIST 2023, vol. 4, 2024, pp. 217-227, https://doi.org/10.1007/978-3-031-45651-0_22.
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