Indicadores qualitativos para avaliação do potencial semântico de portais do conhecimento de universidades

Josefina Aparecida Soares Guedes; Faimara do Rocio Strauhs

doi:10.5433/1981-8920.2022v27n4p487

Authors

Josefina Aparecida Soares Guedes Universidade Federal do Paraná - UFPR https://orcid.org/0000-0002-0806-4450
Faimara do Rocio Strauhs Universidade Tecnológica Federal do Paraná - UTFPR https://orcid.org/0000-0002-4013-2724

DOI:

https://doi.org/10.5433/1981-8920.2022v27n4p487

Keywords:

Portais do conhecimento de universidades, Portais semânticos, Indicadores de potencial semântico, Recuperação da informação

Abstract

Objective: This study aimed to propose qualitative indicators for the evaluation of the semantic potential of university knowledge portals.
Methodology: The research included a bibliometric survey, systematic, content analysis, and field research with the sending of a questionnaire to IT coordinators of the 69 Brazilian federal universities, in order to identify the technologies and human resources available on the portal of each institution. Data processing was carried out through descriptive statistical analysis and the indicators were validated by a panel of experts.
Results: The mapping of the network of semantic university portals showed human and non-human actors and their interrelationships marked by strong and weak ties. A set of 18 qualitative indicators built from semantic and sociotechnical precepts was proposed.
Conclusions: The set of indicators can manage and provide a semantic research that facilitates access to relevant information, in addition to favoring interoperability and communication and collaboration actions, contributing to the evolution of university knowledge portals as a sociotechnical application.

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Author Biographies

Josefina Aparecida Soares Guedes, Universidade Federal do Paraná - UFPR

PhD in Technology from the Universidade Tecnológica Federal do Paraná (UTFPR). Librarian at the Universidade Federal do Paraná (UFPR), Curitiba, Brasil.

Faimara do Rocio Strauhs, Universidade Tecnológica Federal do Paraná - UTFPR

PhD in Production Engineering from the Universidade Federal de Santa Catarina (UFSC). Professor at the Universidade Tecnológica Federal do Paraná (UTFPR), Curitiba, Brasil.

References

AMATO, F.; MOSCATO, V.; PICARIELLO, A.; COLACE, F.; DE SANTO, M.; SCHREIBER, F. A.; TANCA, L. Big data meets digital cultural heritage: design and implementation of SCRABS, a smart context-aware browsing assistant for cultural environment. Journal on Computing and Cultural Heritage, New York, v. 10, n. 6, p. 1-23, Apr. 2017. DOI: https://doi.org/10.1145/3012286. Disponível em: https://dl.acm.org/doi/10.1145/3012286. Acesso em: 15 abr. 2021. DOI: https://doi.org/10.1145/3012286

ANDRADE, G. R. B. de; VAITSMAN, J.; FARIAS, L. O. Metodologia de elaboração do índice de responsividade do serviço (IRS). Cadernos de Saúde Pública, Rio de Janeiro, v. 26, n. 3, p. 523-534, mar. 2010. DOI: https://doi.org/10.1590/S0102-311X2010000300010. Disponível em: https://www.scielo.br/j/csp/a/ctcvtSrMjVdJRgqGFvNSvbT/?lang=pt. Acesso em: 15 fev. 2021. DOI: https://doi.org/10.1590/S0102-311X2010000300010

AROUA, E.; MOURAD, A. An ontology-based framework for enhancing personalized content and retrieval information. In: INTERNATIONAL CONFERENCE ON RESEARCH CHALLENGES IN INFORMATION SCIENCE, 11., 2017. Proceedings [...]. Brighton: IEEE, 2017. Disponível em: https://doi.org/10.1109/RCIS.2017.7956547. Acesso em: 15 fev. 2021. DOI: https://doi.org/10.1109/RCIS.2017.7956547

BARDIN, L. Análise de conteúdo. 3. ed. Lisboa: Edições 70, 2011.

BENABDERRAHMANE, S.; MELLOULI, N.; LAMOLLE, M.; PAROUBEK, P. Smart4Job: a big data framework for intelligent job offers broadcasting using time series forecasting and semantic classification. Big data Research, Netherlands, v. 7, p. 16-30, Mar. 2017. DOI: https://doi.org/10.1016/j.bdr.2016.11.001. Disponível em: https://www.sciencedirect.com/science/article/abs/pii/S2214579616300442?via%3Dihub. Acesso em: 10 nov. 2021. DOI: https://doi.org/10.1016/j.bdr.2016.11.001

BERNERS-LEE, T.; HENDLER, J.; LASSILA, O. The semantic Web: a new form of Web content that is meaningful to computers will unleash a revolution of new possibilities. Scientific American, New York, v. 284, n. 5, p. 1-5, Mar. 2001.

BIZER, C.; HEATH, T.; BERNERS-LEE, T. Linked data: the story so far. International Journal on Semantic Web and Information Systems, Hershey, v. 5, n. 2, p. 1-22, 2009. DOI: http://dx.doi.org/10.4018/jswis.2009081901. Acesso em: 17 out. 2021. DOI: https://doi.org/10.4018/jswis.2009081901

BÖRNER, K.; CONLON, M.; CORSON-RIKERT, J.; DING, Y. VIVO: A semantic approach to scholarly networking and discovery. San Rafael: Morgan & Claypool Publishers, 2012. DOI: https://doi.org/10.2200/S00428ED1V01Y201207WBE002. Acesso em: 20 jul. 2021. DOI: https://doi.org/10.1007/978-3-031-79435-3

BURNS, T. R. The sociology of complex systems: an overview of actor-system-dynamics theory. World Futures: the Journal of New Paradigm Research, Milton, v. 62, n. 6, p. 411-440, Nov. 2006. DOI: https://doi.org/10.1080/02604020600798619. Disponível em: https://www.tandfonline.com/doi/full/10.1080/02604020600798619. Acesso em: 22 set. 2021. DOI: https://doi.org/10.1080/02604020600798619

CALLON, M. Society in the making: the study of technology as a tool for sociological analysis. In: BIJKER, W.; HUGHES, T.; PINCH, T. (ed.). The social construction of technological systems: new directions in the sociology and history of technology. Cambridge: MIT Press, 1989. p. 83-103.

CALLON, M. The sociology of an actor-network: the case of the electric vehicle. In: CALLON, M.; LAW, J.; RIP, A. (ed.). Mapping the dynamics of science and technology. Houndmills: Macmillan Press, 1986, p. 19-34. DOI: https://doi.org/10.1007/978-1-349-07408-2_2

CRESPO BORGES, T. Respuestas a 16 preguntas sobre el empleo de expertos encruz la investigación pedagogica. Lima: Editorial San Marcos, 2007.

CRESWELL, J. W.; CLARK, V. L. P. Pesquisa de métodos mistos. 2. ed. Porto Alegre: Penso, 2013.

DONABEDIAN, A. The methods and findings of quality assessment and monitoring: an ilustraded analysis. Ann Arbor: Health Administration Press, 1985. DOI: https://doi.org/10.1097/01445442-198507000-00011

DUARTE, M. M. G.; HARA, C. S. Otimização do Mapeamento de Consultas SPARQL para SQL. In: ESCOLA REGIONAL DE BANCO DE DADOS (ERBD), 14., 2018, Rio Grande. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2018.

EL HAJI, E.; AZMANI, A.; El HARZLI, M. Multi-expert system design for educational and career guidance: an approach based on a multi-agent system and ontology. International Journal of Computer Science Issues, Mauritius, v. 11, n. 5, p. 46-52, Sep. 2014. Disponível em: http://www.ijcsi.org/papers/IJCSI-11-5-2-46-52.pdf. Acesso em: 02 out. 2022.

GIL, A. C. Como elaborar projetos de pesquisa. 5. ed. São Paulo: Atlas, 2010.

GRANOVETTER, M. The strength of weak ties: a network theory revisited. Sociological Theory, [S. l.], v. 1, p. 201-233, 1983. DOI: https://doi.org/10.2307/202051. Disponível em: https://www.jstor.org/stable/202051. Acesso em: 02 out. 2022. DOI: https://doi.org/10.2307/202051

GRUBER, Tom. What is an ontology? [S. l.], 1996. Disponível em: http://www-ksl.stanford.edu/kst/what-is-an-ontology.html. Acesso em: 01 maio 2021.

GUARINO, N. Understanding, building and using ontologies. International Journal of Human and Computer Studies, Londres, v. 45, n. 2-3, p. 293-310, 1997. Disponível em: http://ksi.cpsc.ucalgary.ca/KAW/KAW96/guarino/guarino.html. Acesso em: 10 jan. 2021. DOI: https://doi.org/10.1006/ijhc.1996.0091

GUEDES, J. A. S.; STRAUHS, F. R. Portais do conhecimento de universidades: um quadro referencial para avaliação de potencial semântico. Liinc em Revista, Rio de Janeiro, v. 12, n. 1, p. 166-179, maio 2016. DOI: 10.18617/liinc.v12i1.833. Disponível em: http://revista.ibict.br/liinc/article/view/3667/3114. Acesso em 17 nov. 2021. DOI: https://doi.org/10.18617/liinc.v12i1.833

GUO, K.; Liang, Z.; Tang, Y.; Chi, T. SOR: An optimized semantic ontology retrieval algorithm for heterogeneous multimedia big data, Journal Computational Science Education, Durham, v. 28, p. 455-465, Sep. 2018. DOI: https://doi.org/10.1016/j.jocs.2017.02.005. Disponível em: https://www.sciencedirect.com/science/article/pii/S187775031730176X?via%3Dihub. Acesso em: 17 nov. 2021. DOI: https://doi.org/10.1016/j.jocs.2017.02.005

HUGHES, T. The Evolution of large technological systems. In: BIJKER, W., HUGHES, T.; PINCH, T. (ed.). The social construction of technological systems: new directions in the sociology and history of technology. Cambridge: MIT Press, 1989. p. 51-82.

IYAMU, T.; MGUDLWA, S. Transformation of healthcare big data through the lens of actor network theory. International Journal of Healthcare Management, Londres, v. 11, n. 3, p. 182-192, 2018. DOI: https://doi.org/10.1080/20479700.2017.1397340. Disponível em: https://www.tandfonline.com/doi/abs/10.1080/20479700.2017.1397340?journalCode=yjhm20. Acesso em: 02 out. 2022. DOI: https://doi.org/10.1080/20479700.2017.1397340

KOIVUNEN, M.; MILLER, E. W3C: Semantic Web activity. In: SEMANTIC WEB KICK-OFF SEMINAR IN FINLAND, 2001, Helsinki. Proceedings […]. Finlândia: Helsinki Institute for Information Technology, 2001. p. 27-43. Disponível em: https://www.cs.helsinki.fi/u/eahyvone/stes/semanticweb/kick-off/proceedings.pdf. Acesso em: 02 out. 2022.

LAST, J. M. A dictionary of epidemiology. 2. ed. New York: Oxford University Press, 1998.

LATOUR, Bruno. Ciência em ação: como seguir cientistas e engenheiros sociedade afora. São Paulo: Editora UNESP, 2001.

LAUSEN, H.; DING, Y.; STOLLBERG, M.; FENSEL, D.; HERNÁNDEZ, R. L.; HAN, S.-K. Semantic Web portals: state-of-the-art survey. Journal of Knowledge Management, West Yorkhire, v. 9, n. 5, p. 40-49, 2005. DOI: https://doi.org/10.1108/13673270510622447. Disponível em: https://www.emerald.com/insight/content/doi/10.1108/13673270510622447/full/html. Acesso em: 17 nov. 2021. DOI: https://doi.org/10.1108/13673270510622447

LAW, J. Notes on the theory of the actor network: ordering, strategy and heterogeneity. Systems Practice, [S. l.] v. 5, p. 379-393, ago. 1992. DOI: https://doi.org/10.1007/BF01059830. Disponível em: https://link.springer.com/article/10.1007/BF01059830#citeas. Acesso em: 02 out. 2022. DOI: https://doi.org/10.1007/BF01059830

LAWAN, A.; RAKIB, A. The semantic Web rule language expressiveness extensions-A survey. ArXiv.org, Ithaca, v. 1, p. 1-39, mar. 2019. DOI: https://doi.org/10.48550/arXiv.1903.11723. Disponível em: https://arxiv.org/abs/1903.11723. Acesso em: 02 out. 2022.

LI, H.; XU, Z.; LI, T.; SUN, G.; CHOO, K.-K. R. An optimized approach for massive web page classification using entity similarity based on semantic network. Future Generation Computer Systems, Amsterdam, v. 76, p. 510-518, Nov. 2017. DOI: https://doi.org/10.1016/j.future.2017.03.003. Disponível em: https://www.sciencedirect.com/science/article/pii/S0167739X17303321?via%3Dihub. Acesso em: 17 nov. 2021. DOI: https://doi.org/10.1016/j.future.2017.03.003

MAATOUK, Y. Building AIPedia ontology to evaluate research impact in artificial intelligence area. Academia Letters, [S. l.], Aug. 2021. DOI: https://doi.org/10.20935/AL2781. Disponível em: https://www.academia.edu/50823108/Building_AIPedia_Ontology_to_Evaluate_Research_Impact_in_Artificial_Intelligence_Area. Acesso em: 20 set. 2021. DOI: https://doi.org/10.20935/AL2781

MAEDCHE, A.; STAAB, S.; STOJANOVIC, N.; STUDER, R.; SURE, Y. SEAL - a framework for developing semantic portals. In: CONFERENCE: ADVANCES IN DATABASES, 18TH BRITISH NATIONAL CONFERENCE ON DATABASES, BNCOD, 18, 2021. Proceedings […]. Chilton, UK, July 9-11, 2001.Disponível em: https://www.researchgate.net/publication/220862674_SEAL_-- a_framework_for_developing_SEmantic_web_portALs. Acesso em 11 set. 2023.

MALHOTRA, N. K. Pesquisa de marketing: uma orientação aplicada. 7. ed. Porto Alegre: Bookman, 2019.

MALHOTRA, M.; NAIR, T. R. G. Evolution of knowledge representation and retrieval techniques. International Journal of Intelligent Systems and Applications, Hong Kong, v. 7, n. 7, p. 18-28, Jun. 2015. DOI: 10.5815/ijisa.2015.07.0. Disponível em: https://www.mecs-press.org/ijisa/ijisa-v7-n7/IJISA-V7-N7-3.pdf. Acesso em: 02 out. 2022. DOI: https://doi.org/10.5815/ijisa.2015.07.03

MARCONI, M. A.; LAKATOS, E. M. Técnicas de pesquisa. 7. ed. São Paulo: Atlas, 2010.

MASNER, J.; ŠIMEK, P., KÁNSKÁ, E.; VANĚK, J. Creation, storage and presentation of information content – semantics, sharing, presentation, and archiving. Agris On-line Papers in Economics and Informatics, Czechia, v.11, n. 1, p. 75-82, mar. 2019. DOI: 10.7160/aol.2019.110108. Disponível em: https://online.agris.cz/archive/2019/01/08. Acesso em: 02 out. 2022. DOI: https://doi.org/10.7160/aol.2019.110108

NGO, V. M.; CAO, T. H. Ontology-based query expansion with latently related named entities for semantic text search. ArXiv.org, Ithaca, v. 1, p. 1-12, jul. 2018. DOI: https://doi.org/10.48550/arXiv.1807.05579. Disponível em: https://arxiv.org/abs/1807.05579. Acesso em: 02 out. 2022.

NGUYEN, P. T.; DI ROCCO, J.; RUBEI, R.; DI RUSCIO, D. An automated approach to assess the similarity of GitHub repositories. Software Quality Journal, Andover, v. 28, p. 595-631, Feb. 2020. DOI: 10.1007/s11219-019-09483-0. Disponível em: https://link.springer.com/article/10.1007/s11219-019-09483-0. Acesso em: 02 out. 2022. DOI: https://doi.org/10.1007/s11219-019-09483-0

NIELSEN, J. Projetando Web sites. Rio de Janeiro: Editora Campus. 2000.

NIELSEN, J.; LORANGER, H. Usabilidade na Web: projetando websites com qualidade. Rio de Janeiro: Elsevier, 2007.

NOY, Natalia F. y McGUINNESS, Deborah L. Desarrollo de Ontologías-101: Guía para crear tu primera ontología. Standford University: Standford, 2005. 29 p. Disponível em : https://citeseer.ist.psu.edu/viewdoc/download;jsessionid=03A40D10E8ACD3D8512411B7E0392CE6?doi=10.1.1.136.5085&rep=rep1&type=pdf. Acesso em 11 set. 2023.

OPEN KNOWLEDGE INTERNACIONAL. How to open data. Disponível em https://okfn.org/opendata/how-to-open-data/. Acesso em: 23 jan. 2022.

REYNOLDS, D; SHABAJEE, P.; CAYZER, S. Semantic Information Portals. In: INTERNATIONAL WORLD WIDE WEB CONFERENCE ON ALTERNATE TRACK PAPERS & POSTERS - WWW Alt., 13., 2004, Nova Iorque. Anais […]. Nova Iorque: ACM, maio 2004. p. 290-291. Disponível em: https://dl.acm.org/doi/abs/10.1145/1013367.1013440. Acesso em: 23 jan. 2022. DOI: https://doi.org/10.1145/1013367.1013440

SAMPIERI, R. H.; COLLADO, C. F.; LUCIO, M. P. B. Metodologia de Pesquisa. 5. ed. Mexico: McGraw-Hill, 2010.

SHIM, Y.; SHIN, D. Analyzing china’s fintech industry from the perspective of actor-network theory”. Telecommunications Policy, Londres, v. 40, n. 2-3, p. 168-181, 2016. DOI: https://doi.org/10.1016/j.telpol.2015.11.005. Disponível em: https://www.sciencedirect.com/science/article/abs/pii/S0308596115001810. Acesso em: 02 out. 2022. DOI: https://doi.org/10.1016/j.telpol.2015.11.005

SILVA, R.; SANTOS, P., FERNEDA, E. Modelos de recuperação de informação e Web Semântica: a questão da relevância. Informação & Informação, Londrina, v. 18, n. 3, p. 27-44, set./dez. 2013. DOI: https://doi.org/10.5433/1981-8920.2013v18n3p27. Disponível em: https://www.uel.br/revistas/uel/index.php/informacao/article/view/12822. Acesso em: 29 out. 2021. DOI: https://doi.org/10.5433/1981-8920.2013v18n3p27

STANESCU, N. G. A smart approach for e-learning domain: the use of business models and semantic technologies. Informatica Economica, Bucareste, v. 22, n. 2, p. 68-80, 2018. DOI:10.12948/issn14531305/22.2.2018.07. Disponível em: https://www.proquest.com/docview/2067316838/fulltext/A778C2CF1C154A46PQ/1?accountid=146694. Acesso em: 29 out. 2021. DOI: https://doi.org/10.12948/issn14531305/22.2.2018.07

TRIOLA, M. F. Introdução à estatística. 12. ed. Rio de Janeiro: LTC, 2017.

W3C. Standards. Disponível em: http://www.w3.org/standards/. Acesso em: 13 mar. 2022.

WALSHAM, Geoff. Actor-network theory and IS research: current status and future prospects. In: LEE, A.; LIEBENAU, J.; DEGROSS, J. (ed.) Information systems and qualitative research. Boston, MA: IFIP – The International Federation for Information Processing, 1997. DOI:10.1007/978-0-387-35309-8_23. Disponível em: https://link.springer.com/chapter/10.1007/978-0-387-35309-8_23. Acesso em: 11 set. 2023.

WIMMER, H.; YOON, V.; RADA, R. Integrating Knowledge sources: an ontological approach. International Journal of Knowledge Management, Hershey, v. 9, n. 1, p. 60-75, Jan. 2013. DOI: 10.4018/jkm.2013010104. Disponível em: https://www.igi-global.com/gateway/article/77327. Acesso em: 02 out. 2022. DOI: https://doi.org/10.4018/jkm.2013010104