This book constitutes the thoroughly refereed post conference proceedings of the third edition
of the Semantic Web Evaluation Challenge SemWebEval 2016 co-located with the 13th European
Semantic Web conference held in Heraklion Crete Greece in May June 2016. This book includes
the descriptions of all methods and tools that competed at SemWebEval 2016 together with a
detailed description of the tasks evaluation procedures and datasets. The contributions are
grouped in the areas: Open Knowledge Extraction (OKE 2016) Semantic Sentiment Analysis (SSA
2016) Question Answering over Linked Data (QALD 6) Top-K Shortest Path in Large Typed RDF
Graphs Datasets Semantic Publishing (SemPub2016).