Improving Topic Modeling with Knowledge Graph Embeddings

Topic modeling techniques have been applied in many scenarios in recent years, spanning textual content, as well as many different data sources. The existing researches in this field continuously try to improve the accuracy and coherence of the results. Some recent works propose new methods that capture the semantic relations between words into the topic … Continue reading Improving Topic Modeling with Knowledge Graph Embeddings

Trends in Web engineering: my 4 takes from ICWE 2012

At this point of the year, just before vacation time, it makes sense to me to think to Web Engineering practices at large and draw some trends and outlook for the field after this year.As a PC chair of ICWE 2012 (International Conference on Web Engineering), this year I can claim I had a privileged view over … Continue reading Trends in Web engineering: my 4 takes from ICWE 2012