Week 8 : Machine Learning and LOD
Resources
- Alemu, G., Stevens, B., Ross, P., & Chandler, J. (2012). Linked data for libraries: Benefits of a conceptual shift from library-specific record structures to RDF-based data models. New Library World, 113(11/12), 549-570. Details here.
- Binding, C., & Tudhope, D. (2015). Improving interoperability using vocabulary linked data. International Journal on Digital Libraries, (August), 1–17. doi:10.1007/s00799-015-0166-y. Details here.
- Chapters 4.42, 4.4 and 4.5 from Heath, T., & Bizer, C. (2011). Linked data: Evolving the web into a global data space. Synthesis lectures on the semantic web: theory and technology, 1(1), 1-136. Access here.
- ISA. (2014). Cookbook for translating relational data models to RDF schemas. Retrieved November 4, 2015,from https://ec.europa.eu/isa2/sites/isa/files/publications/cookbook-for-rdf-schemas-lr-20140711_en.pdf
- Cleverley, P. H., & Burnett, S. (2015). The Best of Both Worlds : Highlighting the Synergies of Combining Manual and Automatic Knowledge Organization Methods to Improve Information Search and Discovery. Knowledge Organization, 42(6), 428–444. Access here.
- Siguenza-guzman, L., Saquicela, V., Avila-ordóñez, E., Vandewalle, J., & Cattrysse, D. (2015). The Journal of Academic Librarianship Literature Review of Data Mining Applications in Academic Libraries. The Journal of Academic Librarianship, 41(4), 499–510. https://doi.org/10.1016/j.acalib.2015.06.007 Details here.
Core documents to read:
- Brachman, R. J. (1983). What IS-A Is and Isn't : An Analysis of Taxonomic Links in Semantic Networks. IEEE Computer, 16(10), 30–36. Details here.
- Salton, G., Wong, A., & Yang, C. S. (1975). A Vector Space Model for Automatic Indexing. Information Retrieval and Language Processing, 18(11), 613–620. Access here.