Ontologies for information organization in digital transformation processes
DOI:
https://doi.org/10.19132/1808-5245251.295-320Keywords:
Digital transformation. Ontologies. Digitalization. Organizations.Abstract
Nowadays, the application of digital technologies by contemporary
society and in organizations has become so frequent and expanded that it has
been characterized as a change process called digital transformation. The aim of
this paper is to discuss the concepts and processes of digital transformation to be
used as strategies in organizations, focusing on the use and application of
ontologies in this context and on the current challenges of its application. In this
research, ontologies are treated as instruments for knowledge representation and
organization in different domains, in the context of Information Science. It was
used an exploratory research methodology with a qualitative approach, through
which was carried out the study of the scientific literature, the selection of the
art state and the subjective analysis. The results indicated that ontologies allow
to represent information in the transition process between the project and the
product development, acting as the solution of semantic interoperability
problems. Ontologies are also useful in the process of constructing a company's
services cloud, by representing the basic concepts, terminology and semantics of
a service-oriented architecture. Finally, it was concluded that ontologies are
useful in the companies’ processes of digital transformation and product
development, because they make the acquired knowledge of a certain domain
explicit, allowing a clearer understanding of the integrated architectural
concepts and providing additional mechanisms for knowledge inference.
Downloads
References
ALVARENGA, L. Representação do conhecimento na perspectiva da Ciência da Informação em tempo e espaços digitais. Encontros Bibliográficos: Revista Eletrônica de Biblioteconomia e Ciência da Informação, Florianópolis, v. 8 n. 15, p. 18-40, 2003.
BARRETO, A. M. Informação e conhecimento na era digital. Transinformação, Campinas, v. 17, n. 2, p. 111-122, maio/ago. 2005.
BERNERS-LEE, T.; HENDLER, J.; LASSILA, O. The semantic web. Scientific American, New York, v. 5, p. 1-4, 2001.
BHARADWAJ, A. et al. Digital business strategy: toward a next generation of insights. MIS Quarterly, Minneapolis, MN, USA, v. 37, n. 2, p. 471-482, 2013.
BLACKBURN, S. The Oxford dictionary of philosophy. Oxford: Oxford University Press, 1996.
BORST, W. N. Construction of engineering ontologies for knowledge sharing and reuse. 1997. Tese (Doutorado em Sistemas de Informação e Conhecimento) - University of Twente, Twente, NL, 1997.
BRASIL. Ministério do Planejamento, Desenvolvimento e Gestão. Governo Digital. Interoperabilidade. Brasília: MP, 2017. Disponível em: <https://www.governodigital.gov.br/eixos-de-atuacao/governo/interoperabilidade>. Acesso em: 22 abr. 2018.
BREITMAN, K. K. Web semântica: a internet do futuro. Rio de Janeiro: LTC, 2005.
CASTILLA, A. C. Instrumento de investigação clínico-epidemiológica em cardiologia fundamentado no processamento de linguagem natural. 2007. Tese (Doutorado em Cardiologia) - Faculdade de Medicina da Universidade de São Paulo, São Paulo, 2007.
D´ANDRÉA, C. F. Estratégia de produção e organização de informações na web: conceitos para a análise de documentos na internet. Ciência da Informação, Brasília, v. 35, n. 3, p. 39-44, 2006.
DATTA, S. Emergence of digital twins: is this the march of reason? Cambridge: Massachusetts Institute of Technology, 2016. Disponível em: <https://dspace.mit.edu/handle/1721.1/104429>. Acesso em: 22 out. 2017.
FICHMAN, R.; SANTOS, B.; ZHENG, Z. Digital innovation as a fundamental and powerful concept in the information systems curriculum. MIS Quarterly, Minneapolis, v. 38, n. 2, p. 329-353, 2014.
FITZGERALD, M. et al. Embracing digital technology: a new strategic imperative. Cambridge: MIT Sloan Management Review, 2013.
FONSECA, F.; MARTIN, J. Learning the Differences Between Ontologies and Conceptual Schemas Through Ontology-Driven Information Systems. Journal of the Association for Information Systems, v. 8, Issue 2, Article 4, 2007.
FRANK, M.; ROEHRIG, P.; PRING, B. Code halos: how the digital lives of people, things, and organizations are changing the rules of business. Hoboken, New Jersey: Wiley, 2014.
GARTNER. Gartner says 4.9 billion connected “things” will be in use in 2015. Barcelona: Gartner, 2014.
GÓMEZ, M. N. G. Novas fronteiras tecnológicas das ações de informação: questões e abordagens. Ciência da Informação, Brasília, v. 33, n. 1, p. 55-67, jan./abr. 2004.
GRÜBER, T. R. Towards principles for the design of ontologies used for knowledge sharing. Palo Alto: Stanford Knowledge Systems Laboratory, 1993.
JAVAID, A. et al. Enabling digital transformation in SMEs by combining enterprise ontologies and service blueprinting. In: INTERNATIONAL CONFERENCE ON SERVICEOLOGY, 5., 2017, Vienna, Austria. Proceedings… Berlin, Heidelberg: Springer, 2017. p. 224-233.
LAKATOS, E. M.; MARCONI, M. de A. Metodologia científica. 7. ed. São Paulo: Atlas, 2017.
LUCAS, H. C. et al. Impactful research on transformational information technology: an opportunity to inform new audiences. MIS Quarterly, Minneapolis, v. 37, n. 2, p. 371-382, 2013.
MARKETSANDMARKETS. Digital Transformation Market by Solution & Service – 2020. Hadapsar: MarketsandMarkets, 2015.
McDONALDS, M.; RUSSEL-JONES, A. The digital edge: exploiting information and technology for business advantage. Stamford: Gartner, 2012. E-book.
MICHEL, M. H. Metodologia e pesquisa científica em ciências sociais. 3. ed. São Paulo: Atlas, 2015.
MIKA, P. Social networks and the semantic web. New York: Springer, 2007.
OPEN BIOLOGICAL AND BIOMEDICAL ONTOLOGY. The OBO Foundry. 2017.
OPEN GROUP. SOA reference architecture. San Francisco: The Open Group, 2018.
PATEL, K.; McCARTHY, M. Digital transformation: the essentials of e-business leadership. New York: McGraw-Hill Professional, 2000.
PEREIRA, C.; SOARES, A. Ontology development in collaborative networks as a process of social construction of meaning. In: OTM CONFEDERATED INTERNATIONAL CONFERENCES "ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS”: OTM 2008 WORKSHOPS, 2008, Proceedings… Berlin, Heidelberg: Springer-Verlag, 2008. p. 605-614.
RAMALHO, R. R. A. S.; VIDOTTI, S. A. B. G. R.; FUJITA, M. N. S. L.
Web semântica: uma investigação sob o olhar da ciência da informação. DataGramaZero, João Pessoa, v. 8, n. 6, p. A04-0, 2007.
ROZENFELD, H. et al. Gestão de desenvolvimento de produtos: uma referência para a melhoria do processo. São Paulo: Saraiva, 2006.
SANTOS, P.; MASSÓ, J. M. Rumo a uma nova realidade transformada. UNO Desenvolvendo Ideias, São Paulo, n. 24. p. 29-30, 2016.
SCHULZ, S. et al. Strengths and limitations of formal ontologies in the biomedical domain. RECIIS – Electronic Journal Communication Information & Innovation in Health, Rio de Janeiro, v. 3, n. 1, p. 31-45, mar. 2009.
SMITH, B. Ontology and information systems. Buffalo: State University of New York at Buffalo, 2004.
SMITH, B. et al. The OBO foundry: coordinated evolution of ontologies to support biomedical data integration. Nature Biotechnology, Bethesda MD, USA, v. 25, n. 11, p. 1251-1255, 2007.
SMITH, B.; WELTY, C. Ontology: towards a new synthesis. In: INTERNATIONAL CONFERENCE ON FORMAL ONTOLOGY IN INFORMATION SYSTEMS, 2001, New York. Proceedings… New York: ACM Press, 2001. p. 3-9.
SOERGEL, D. Functions of a thesaurus / classification / ontological knowledge base. Maryland: College of Library and Information Services, University of Maryland, 1997.
SOMMERVILLE, I. Engenharia de software. 9. ed. São Paulo: Pearson, 2011.
SZEJKA. A. et al. Proposal of a model-driven ontology for product development process interoperability and information sharing. In: INTERNATIONAL CONFERENCE ON PRODUCT LIFECYCLE MANAGEMENT, 13., 2016, Columbia. Proceedings… Columbia: Springer, 2016. p. 158-168.
TOLBOOM, I. The impact of digital transformation. 2016. 101 f. Master Thesis Report (Master in System Engineering, Policy analysis and Management) - Faculty of Technology, Policy and Management, Delf University of Technology, Delft, 2016.
USCHOLD, M.; GRUNINGER, M. Ontologies: principles, methods and applications. Knowledge Engineering Review, Cambridge, v. 11, n. 2, p. 93-136, 1996.
VICKERY, B. C. Ontologies. Journal of Information Science, Thousand Oaks, CA, USA, v. 23, n. 4, p. 277-286, 1997.
VILLALOBOS, A. P. de O.; SILVA, D. S. As potencialidades da web semântica para a ciência da informação. Ponto de Acesso, Salvador, v. 4, n. 2, p. 58-75, set. 2010.
W3C. Semantic web. 2017. Disponível em: <https://www.w3.org/standards/semanticweb/>. Acesso em: 26 set. 2017.
WALESKA, M. Tendências da nova economia: paradigmas da era digital. UNO Desenvolvendo Ideias, São Paulo, n. 24, p. 31-33, 2016.
WESTERMAN, G.; CALMEJANE, C.; BONNET, D. Digital transformation: a roadmap for billion-dollar organizations. [S.l.]: MIT Center for Digital Business, Capgemini Consulting, 2011. p. 1-68.
WORLD ECONOMIC FORUM. World Economic Forum Annual Meeting. 2016.
ZARZALEJOS, J. A. Cidadania digital. UNO Desenvolvendo Ideias, São Paulo, n. 24, p. 11-13, 2016.
ZIMMERMANN, A. et al. Digital enterprise architecture: transformation for the internet of things. In: INTERNATIONAL ENTERPRISE DISTRIBUTED OBJECT COMPUTING WORKSHOP , 19., 2015, Adelaide, SA, Austrália. Proceedings... Adelaide: IEEE, 2015.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2018 Em Questão

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
Authors will keep their copyright and grant the journal with the right of first publication, the work licensed under License Creative Commons Attribution (CC BY 4.0), which allows for the sharing of work and the recognition of authorship.
Authors can take on additional contracts separately for non-exclusive distribution of the version of the work published in this journal, such as publishing in an institutional repository, acknowledging its initial publication in this journal.
The articles are open access and free. In accordance with the license, you must give appropriate credit, provide a link to the license, and indicate if changes were made. You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.






