ICA, International Council for Information Technology in Government Administration
.
WeGov publication in ACM TIST – Journal

The article "Latent Spatial Semantics of Social Media" by Sergej Sizov has been accepted for publication in ACM Transactions on Intelligent Systems and Technology - ACM TIST Journal.

Multi-modal understanding of shared content is an important success factor for many Web 2.0 applications and platforms. The article addresses the fundamental question of geo-spatial awareness in social media applications. In this context, it introduces an approach for improved characterization of social media by combining text features (e.g. tags as a prominent example of short, unstructured text labels) with spatial knowledge (e.g. geotags, names of locations in user profiles, etc.). The model-based framework combines these two aspects in order to construct better algorithms for content management, retrieval, and sharing. Systematic studies demonstrate the benefits of this combination for a broad spectrum of scenarios related to social media: recommender systems, content organization and filtering, event detection. The article will be included in a forthcoming ACM TIST issue which will be released within 2011.

More information about the WeGov scientific papers and articles will be published soon with the launch of the new WeGov website-section “Publications”.