On October 14, 2019, we invited Dr. Chung-hong Chan from the University of Mannheim. Dr. Chan presented the limitations of the dictionary-based bag-of-words method, which has long been used as an automated content analysis method, and how to deal with it. The seminar was delivered via live streaming, with questions and answers online. Although it was a seminar in a new format, there was a lively discussion.