Exploring topic coherence over many models and many topics
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing
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The ascendance of interest-based social networks allows for developing better models of user interest in the context of established and new tasks, connecting interests with demographic characteristics, studying changes in user interests with respect to time and location or mining interest data to build broadly useful resources. This submission focuses on Pinterest, a growing social bookmarking site; it identifies research avenues for improving the user experience and for exploiting Pinterest data for broader uses.