Tendencias en computación: Web Semántica y Computación Cognitiva

Trends in computing: Semantic Web and Cognitive Computing

Palabras clave: Ciencias computacionales, web semántica, computación cognitiva, interdisciplinaridad

Resumen

Las ciencias computacionales se han reafirmado como una disciplina revolucionaria que avanza tanto en sus propios esfuerzos, como potenciando el trabajo de otras ciencias. Dos ramas computacionales que actualmente se investigan con auge, y que se implementan también en otras disciplinas, son la Web Semántica y la Computación Cognitiva. En este artículo presentamos una perspectiva general de cada área, así como algunos ejemplos de aportaciones significativas en otras ciencias.

DOI: https://doi.org/10.54167/tch.v12i1.128

Citas

Abburu, S. 2012. A survey on ontology reasoners and comparison. International Journal of Computer Applications 57(17). https://www.ijcaonline.org/archives/volume57/number17/9208-3748

Aguirre, D. 2015. Cognitive Computing [Material de Clase]. Colección personal de Diego Aguirre.

Aguirre, D. 2015. JSON – Watson Tutorial [Material de clase]. Colección personal de Diego Aguirre.

Amini, R. 2015. EC3 Fieldtrip: 2-7 August 2015. Yosemite NP and Owens Valley.

Barahmand, S., M.Taheryian, S. Al-Ashri & B. Upadhyay. 2010. A Survey on SWEET Ontologies and their applications.

Barnaghi, P., W. Wang, C. Henson & K. Taylor. 2012. Semantics for the Internet of Things: early progress and back to the future. International Journal on Semantic Web and Information Systems (IJSWIS) 8(1): 1-21. https://doi.org/10.4018/jswis.2012010101

Berners-Lee, T. & J. Hendler. 2001. Publishing on the semantic web. Nature 410:1023-1024. https://doi.org/10.1038/35074206

Berners-Lee, T., J. Hendler & O. Lassila. 2001. The Semantic Web. Scientific American 284(5), 28-37. https://tinyurl.com/3xfv5wxh

Cognitive Computing Consortium. 2014. Cognitive Computing defined.

Cognitive Computing Consortium. 2016. HPE Haven OnDemand Machine Learning & Search.

Dumontier, M. & N. Villanueva-Rosales. 2009. Towards pharmacogenomics knowledge discovery with the semantic web. Briefings in bioinformatics 10(2):153-163. https://doi.org/10.1093/bib/bbn056

Ferrucci, D. 2012. Introduction to This is Watson. IBM Journal of Research and Development 56(3.4). https://ieeexplore.ieee.org/document/6177724

Ferrucci, D., E. Brown, J. Chu-Carroll, J. Fan, D. Gondek, A. A. Kalyanpur & A. Lally. 2010. Building Watson: An overview of the DeepQA project. AI Magazine 31(3):59-79. https://doi.org/10.1609/aimag.v31i3.2303

Fu, J., A. Gucalp, M. Glass, A. S. Epstein, M. G. Kris, J. Keesing, A. Caroline, M. Megerian, T. Eggebraaten, R. DeLima, M. Setnes, P. Wildt & A.D. Seidman. 2015. Steps in developing Watson for Oncology, a decision support system to assist physicians choosing first-line metastatic breast cancer (MBC) therapies: Improved performance with machine learning. ASCO Annual Meeting I. https://ascopubs.org/doi/10.1200/jco.2015.33.15_suppl.566

Fuchs, C., W. Hofkirchner, M. Schafranek, C. Raffl, M. Sandoval & R. Bichler. 2010. Theoretical foundations of the web: cognition, communication, and co-operation. Towards an understanding of Web 1.0, 2.0, 3.0. Future Internet 2(1):41-59. https://doi.org/10.3390/fi2010041

Gil, Y., M. Chan, B. Gomez & B. Caron. 2014. EarthCube: Past, Present, and Future. EarthCube Project Report EC-2014-3.

Hitzlet, P., M. Krotzsch & S. Rudolph. 2009. Foundations of the Semantic Web Technologies. Chapman & Hall. ISBN 9781420090505.

Hoendorf, R., M. Dumontier & G. V. Gkoutos. 2012. Evaluation of research in biomedical ontologies. Briefings in bioinformatics 14(6):696-712. https://doi.org/10.1093%2Fbib%2Fbbs053

IBM. 2014. IBM Watson: How it works.

IBM. 2016. IBM Watson for Oncology.

IBM Security. 2016. Cognitive security.

Jackson, J. 2011. IBM Watson vanquishes human Jeopardy foes. PC World. https://tinyurl.com/y3rwy58m

Mookerjee, M., D. Vieira, M. A. Chan, Y. Gil, C. Goodwin, T. F. Shipley & B. Tikoff. 2015. We need to talk: Facilitating communication between field-based geoscience. GSA Today 25(11):34-35. https://doi.org/10.1130/GSATG248GW.1

Mookerjee, M., D. Vieira, M. A. Chan, Y. Gil, T. L. Pavlis, F. S. Spear & B. Tikoff. 2015. Field data management: Integrating cyberscience and geoscience. Eos 96(20): 18-21. https://eos.org/science-updates/field-data-management-integrating-cyberscience-and-geoscience

Ontotext. 2014. The Truth About Triplestores. The top 8 things you need to know when considering a Triplestore. Ontotext. https://files.stample.co/browserUpload/b16a69c6-522b-40db-a192-7bc859118e40

Raskin, R. & M. Pan. 2005. Semantic web for earth and environmental terminology (SWEET). Proc. of the Workshop on Semantic Web Technologies for Searching and Retrieving Scientific Data. https://tinyurl.com/2p8nkjn4

Robinson, I., J. Webber & E. Eifrem. 2015. Graph Databases: New Opportunities for Connected Data. O'Reilly Media, Inc. ISBN 1491930896, 9781491930892.

Royo-León, M., L. M. Rodriguez, P. Gallardo, T. Gonzalez, R. Negron, D. Aguirre & O. Fuentes. 2016. SEXWISE: An IBM Watson-Powered Mobile Application to Promote Sexual Education. En Tecnologías emergentes y avances de la computación en México – ENC 2016 (pp. 205-210). http://dx.doi.org/10.13140/RG.2.2.10123.69923

Russell, S. & P. Norvig. 1995. Artificial Intelligence: A modern approach. Natural language question-answering systems. Communications of the ACM 13(1):15-30.

Unocero. 2017. IBM Watson llega al Museo de Antropología. https://www.unocero.com/noticias/ciencia/ibm-watson-en-museo-antropologia/

Villanueva-Rosales, N., R. Long, A. Gates, N. Rivera, O. Mondragon, S. Cabrera, C. Ferregut, C. Carrasco, S. Nazarian, H. Taboada, V.M. Larios, L. Barbosa-Santillan, M. Svitek, O. Pribyl, T. Horak & D. Prochazkova. 2015. A collaborative, interdisciplinary initiative for a smart cities innovation network. En IEEE First International Conference On Smart Cities (pp. 1-2). IEEE. http://dx.doi.org/10.1109/ISC2.2015.7366179

Publicado
2018-01-12
Cómo citar
Royo León, M., Ramírez Ochoa, D. D., & Barroso Barajas, A. J. (2018). Tendencias en computación: Web Semántica y Computación Cognitiva: Trends in computing: Semantic Web and Cognitive Computing. TECNOCIENCIA Chihuahua, 12(1), 19-26. https://doi.org/10.54167/tch.v12i1.128