89 citations · 204 across the 13 of their papers we have counts for
4 papers · 1 filter
Inferring User Interests in Microblogging Social Networks: A Survey
Guangyuan Piao, John G. Breslin
With the growing popularity of microblogging services such as Twitter in recent years, an increasing number of users are using these services in their daily lives. The huge volume…
Factorization Machines Leveraging Lightweight Linked Open Data-enabled Features for Top-N Recommendations
Guangyuan Piao, John G. Breslin
With the popularity of Linked Open Data (LOD) and the associated rise in freely accessible knowledge that can be accessed via LOD, exploiting LOD for recommender systems has been w…
Data Selection Strategies for Multi-Domain Sentiment Analysis
Sebastian Ruder, Parsa Ghaffari, John G. Breslin
Domain adaptation is important in sentiment analysis as sentiment-indicating words vary between domains. Recently, multi-domain adaptation has become more pervasive, but existing a…
Knowledge Adaptation: Teaching to Adapt
Sebastian Ruder, Parsa Ghaffari, John G. Breslin
Domain adaptation is crucial in many real-world applications where the distribution of the training data differs from the distribution of the test data. Previous Deep Learning-base…