Curso Web de Datos

CC Web de Datos

Administrativia Primer Semestre 2014:

Horario: Lunes 3er. Bloque y Miercoles 4to. bloque

Programa

Lecturas

Diluvio de Datos [12], [20], [33], [50] (Part 3.)
optativos y complementarios:
- The Fourth Paradigm: Jim Gray on eScience: a transformed scientific method;
  T. Hannay: From Web 2.0 to the Global Database.
  Ch. Anderson: The End of Theory: The Data Deluge Makes the Scientific Method Obsolete. Wired Maganize, 16.07
  Evans et al., Machine Science, Science, Vol. 329, 2010.
  D. Lazer et al. Computational Social Science, Science, vol. 323.
  Halevy et al. The unreasonable effectiveness of Data, IEEE Intelligent Systems, 2009.
  Jeff Hammerbacher, Information Platforms and the rise of the Data Scientist. (En Beatiful Data, Edit. T. Segaran and J. Hammerbacher, O'Reilly, 2009.)
Datos en red
Network Science, Ch. 2 Graph Theory Albert-László Barabási et al.
Why Gaussian statistics are mostly wrong for strategic organization. B. McKelvey, P. Andriani.
optativos y complementarios:
- Newman, The structure and function of complex networks, Secc. I, II, y III.
Metadatos Introduction to Metadata , Tony Gill, Anne J. Gilliland, Maureen Whalen, and Mary S. Woodley (Edited by Murtha Baca) Leer capitulo 1: A. J. Gilliland, Setting the Stage.
Bases de Datos de Grafos: A comparison of current graph databases , Renzo Angles, 2012.
Bases de Datos NoSQL: NoSQL Databases, Christof Strauch.
Map-Reduce: MapReduce: Simplified Data Processing on Large Clusters J. Dean, S. Ghemawat, OSDI 2004.
MapReduce: Simplified Data Processing on Large Clusters, J. Dean, S. Ghemawat.
Linked and Open Data
T. Heat, Ch. Bizer, Linked Data: Evolving the Web into a Global Data Space
J. Hoem, Openness in communication , First Monday, 2006.

Algunos enlaces complementarios para el curso

Iniciativa Chile Datos Su objetivo es lograr la implementación de estándares que faciliten la interoperabilidad en la publicación de datos abiertos de gobierno y organismos públicos.
Hans Moravec, When will computer hardware match the human brain? Journal of Evolution and Technology. 1998. Vol. 1

Exposiciones de cursos anteriores

Javier Fernandez, Stonebraker et al., The end of an architectural era: (it's time for a complete rewrite)
Maira Marques, Havely et al., Dataspaces
Felipe Bravo, Mendelzon & Milo, Formal Models of Web Queries
Andres Abeliuk, Kumar et al., The Web as a Graph
Juan Enrique Muñoz Queries and Computation on the Web S. Abiteboul, V. Vianu
Gustavo Pabon: Social Aware Cloud Storage , T. Berners-Lee
Guillermo Cabrera: Datos Astron\'omicos
Claremont Report