Semi-automatic integration of semantic web technologies in patent databases
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Abstract
The application of semantic web technologies to the field of patents is analyzed and a semi-automatic integration methodology of linked data technologies to patent relational databases is proposed. At first, patent documentation and its potential integration of semantic web technologies are conceptualized. Next, the data model is analyzed to establish the potential relationships of the data source with an ontology of the field of industrial property. Subsequently, a mapping or a translation of the database to RDF based on R2RML is carried out using Karma, a data integration software. Finally, the data modeling procedure for the publication of patent information in an RDF model is described.
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Adams, S. (2012). Information Source in Patents. Berlin: De Gruyter.
An, J., Kim, K., Mortara, L., y Lee, S. (2018). Deriving technology intelligence from patents: Preposition-based semantic analysis. Journal of Informetrics, 12(1), 217-236. https://doi.org/10.1016/j.joi.2018.01.001
Angrosh, M. A., Cranefield, S., y Stanger, N. (2014). Contextual information retrieval in research articles: Semantic publishing tools for the research community. Semantic Web, 5(4), 261-293. https://doi.org/10.3233/SW-130097
Bermudez-Edo, M., Noguera, M., Garrido, J. L., y Hurtado, M. V. (2013). Semantic patent information retrieval and management with OWL. Advances in Intelligent Systems and Computing, 206 AISC, 33-42. https://doi.org/10.1007/978-3-642-36981-0_4
Berners-Lee, T., Cailliau, R., Luotonen, A., Nielsen, H., y Secret, A. (1994). The World-Wide Web. Communications of the ACM, 37(8), 76-82.
Decker, S., Melnik, S., Van, H., Fensel, D., Klein, M., Broekstra, J., ”¦ Horrocks, I. (2000). Semantic Web: The roles of XML and RDF. IEEE Internet Computing, 4(5), 63-74. https://doi.org/10.1109/4236.877487
Diamantini, C., Potena, D., Proietti, M., Smith, F., Storti, E., y Taglino, F. (2013). A semantic framework for knowledge management in virtual innovation factories. International Journal of Information System Modeling and Design, 4(4), 70-92. https://doi.org/10.4018/ijismd.2013100104
Eisinger, D., Mönnich, J., y Schroeder, M. (2014). Developing semantic search for the patent domain (Vol. 1292). Presentado en CEUR Workshop Proceedings.
Etzkowitz, H., y Leydesdorff, L. (2000). The dynamics of innovation: From National Systems and “mode 2” to a Triple Helix of university-industry-government relations. Research Policy, 29(2), 109-123.
García Moreno, C. (2015). Desarrollo de un modelo para la gestión de la I+D+i soportado por tecnologías de la web semántica (Tesis doctoral). Universidad de Murcia. http://hdl.handle.net/10803/327316
Gerber, A. J., Barnard, A., y Van, D. M. (2007). Towards a semantic web layered architecture (pp. 353–362). Presentado en Proceedings of the IASTED International Conference on Software Engineering, SE 2007.
Hazber, M. A. G., Li, R., Gu, X., y Xu, G. (2016). Integration mapping rules: Transforming relational database to semantic web ontology. Applied Mathematics and Information Sciences, 10(3), 881-901. https://doi.org/10.18576/amis/100307
Hert, M., Reif, G., y Gall, H. C. (2011). A comparison of RDB-to-RDF mapping languages (pp. 25-32). Presentado en ACM International Conference Proceeding Series. https://doi.org/10.1145/2063518.2063522
Hunt, D., Nguyen, L., y Rodgers, M. (2012). Patent Searching: Tools & Techniques. New Jersey: John Wiley & Sons.
Knoblock, C. A., Szekely, P., Ambite, J. L., Goel, A., Gupta, S., Lerman, K., ”¦ Mallick, P. (2012). Semi-automatically mapping structured sources into the semantic web. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7295 LNCS, 375-390. https://doi.org/10.1007/978-3-642-30284-8_32
Labra Gayo, J. E. (2011). Web semántica: comprendiendo el cambio hacia la web 3.0. La Coruña: Netbiblo.
Musen, M. A. (2015). The Protégé Project: A Look Back and a Look Forward. AI matters, 1(4), 4-12. https://doi.org/10.1145/2757001.2757003
OMPI. (2013). Las patentes: Fuente de información tecnológica. Recuperado de http://www.wipo.int/edocs/pubdocs/es/patents/434/wipo_pub_l434_02.pdf
OMPI. (2016). Principios básicos de la propiedad industrial. Recuperado 4 de marzo de 2018, a partir de http://www.wipo.int/edocs/pubdocs/es/wipo_pub_895_2016.pdf
Pastor-Sánchez, J. A. (2011). Tecnologías de la Web Semántica. Cataluña: Editorial UOC.
Shadbolt, N., Hall, W., y Berners-Lee, T. (2006). The semantic web revisited. IEEE Intelligent Systems, 21(3), 96-101. https://doi.org/10.1109/MIS.2006.62
Shin, J., Lee, S., y Wang, T. (2017). Semantic Patent Analysis System Based on Big Data. En 2017 IEEE 11th International Conference on Semantic Computing (ICSC) (pp. 284–285). https://doi.org/10.1109/ICSC.2017.20
Singh, V., Chakraborty, K., y Vincent, L. (2016). Patent database: Their importance in prior art documentation and patent search. Journal of Intellectual Property Rights, 21(1), 42-56.
Torre-Bastida, A., González-Rodríguez, M, y Villar-Rodríguez, E. (2015). Datos abiertos enlazados (LOD) y su implantación en bibliotecas: iniciativas y tecnologías. El profesional de la información, 24(2), 113-120. http://dx.doi.org/10.3145/epi.2015.mar.04