Intelligent Data Curation in Virtual Museum for Ancient History and Civilization
DOI:
https://doi.org/10.55630/dipp.2019.9.11Keywords:
Database Management, System Architecture, Functionality, Data Integrity, Knowledge Retrieval, Data Validation, Record De-duplication, Cultural HeritageAbstract
The virtual museum is an advanced system managing diverse collections of digital objects that are organized in various ways by a complex specialized functionality. The management of digital content requires a well-designed architecture that embeds services for content presentation, management, and administration. All elements of the system architecture are interrelated, thus the accuracy of each element is of great importance. These systems suffer from the lack of tools for intelligent data curation with the capacity to validate data from different sources and to add value to data. This paper proposes a solution for intelligent data curation that can be implemented in a virtual museum in order to provide opportunity to observe the valuable historical specimens in a proper way. The solution is focused on the process of validation and verification to prevent the duplication of records for digital objects, in order to guarantee the integrity of data and more accurate retrieval of knowledge.References
Blank, G. (2012). Studyguide for the sage handbook of Internet and online research methods. Cram101.
Borgman, C. (2015). Big data, little data, no data: scholarship in the networked world. Cambridge, MA: MIT Press.
Bosworth, A. B., & Baynham, E. J. (2000). Alexander the Great in fact and fiction. New York: Oxford University Press.
Codd, E., Codd, S., & Salley, C. (1993). Providing OLAP to user-analysts:. Retrieved January 27, 2019, from An IT Mandate: http://www.minet.unijena.de/dbis/lehre/ss2005/sem_dwh/lit/Cod93.pdf
Furht, B., & Escalante, A. (2011). Handbook of data intensive computing (1 ed.). New York: Springer-Verlag. doi:10.1007/978-1-4614-1415-5
Goynov, M., Paneva-Marinova, D., & Dimitrova, M. (2011). Online access to the Encyclopaedia Slavica Sanctorum. In R. Pavlov, & P. Stanchev (Ed.), Digital Preservation and Presentation of Cultural and Scientific Heritage. , pp. 99 – 110. Sofia, Bulgaria: Institute of Mathematics and Informatics at the Bulgarian Academy of Sciences. Retrieved March 10, 2019, from http://dipp.math.bas.bg
Green, P. (1991). Alexander of Macedon, 356—323 B.C.: A historical biography. Los Angeles: University of California Press.
Ilyas, I. (2018). Data unification at scale: data tamer. In M. Brodie (Ed.), Making Databases Work (pp. 269-277). New York, NY, USA: Association for Computing Machinery and Morgan & Claypool. doi:10.1145/3226595.3226619
Luchev, D., Paneva-Marinova, D., Pavlova-Draganova, L., & Pavlov, R. (2013). New digital fashion world. In B. Rachev, & A. Smrikarov (Ed.), ACM International Conference Proceeding Series (14th International Conference on Computer Systems and Technologies, CompSysTech'13). , pp. 270-275. NY, USA: The Association for Computing Machinery.
Miller, R. (2014). Big data curation. 20th International Conference on Management of Data (COMAD). Hyderabad, India: Computer Society of India (CSI).
O’ Brien, J. (2005). Alexander the Great: The Invisible Enemy: A Biography. London ; New York: Routledge.
Paneva-Marinova, D., Goynov, M., & Luchev, D. (2017). Multimedia digital library: Constructive block in ecosystems for digital cultural assets. Basic functionality and services. Berlin, Germany: LAP LAMBERT Academic Publishing.
Paneva-Marinova, D., Pavlov, R., & Rangochev, K. (2010). Digital Library for Bulgarian Traditional Culture and Folklore. The Proceedings of the 3-rd International Conference dedicated on Digital Heritage (EuroMed 2010) (pp. 167- 172). Lymassol, Cyprus: ARCHAEOLINGUA.
Pavlov, R., Paneva-Marinova, D., Goynov, M., & Pavlova-Draganova, L. (2010). Services for content creation and presentation in an iconographical digital library. (P. L. Stanchev, A. Eskenazi, & R. Pavlov, Eds.) International Journal “Serdica Journal of Computing”, 4 , 279-292.
Pavlova-Draganova, L., Paneva-Marinova, D., Pavlov, R., & Goynov, G. (2010). On the wider accessibility of the valuable phenomena of Orthodox iconography through digital library. In M. Ioannides, D. Fellner, A. Georgopoulos, & D. Hadjimitsis (Ed.), Proceedings of the 3rd International Conference dedicated on Digital Heritage (EuroMed 2010) (pp. 173-178). Lymassol, Cyprus: ARCHAEOLINGUA.
Splendiani, A. (2017, September 28). AI for data curation. Yes, can we? Retrieved from https://www.slideshare.net/sergentpepper/artificial-intelligence-in-data-curation tamr. (2019, January 14). Agile data mastering raising expectations for master data management (MDM). Retrieved from http://www.tamr.com: http://www.tamr.com/wp-content/uploads/2019/01/Tamr_WP_Agile-Data- Mastering-_01-14-19.pdf
Walbank, F. (2019, February 08). Alexander the Great : King of Macedonia . Retrieved March 18, 2019, from Encyclopædia Britannica: https://www.britannica.com/biography/Alexander-the-Great