The workshop on "Computational Surprise in Information Retrieval" aims to explore the role of surprise in finding information. It brings together experts to discuss how surprise can improve search results and user experience. The workshop will focus on learning from surprise models in other fields, evaluating surprise based on user feedback, and its relevance to detecting fake news and clickbait.