A machine learning approach to improving Place Name Disambiguation
Related publications:
Ju, Y., Adams, B., Janowicz, K., Hu, Y., Yan, B., & McKenzie, G. (2016). Things and Strings: Improving Place Name Disambiguation from Short Texts by Combining Entity Co-Occurrence with Topic Modeling. In Knowledge Engineering and Knowledge Management: 20th International Conference, EKAW 2016, Bologna, Italy, November 19-23, 2016, Proceedings 20 (pp. 353-367). Springer International Publishing.
Hu, Y., Janowicz, K., & Prasad, S. (2014, November). Improving Wikipedia-based place name disambiguation in short texts using structured data from DBpedia. In Proceedings of the 8th workshop on geographic information retrieval (p. 8). ACM.