Abstract The annual number of publications at scientific venues, for example, conferences and journals, is growing quickly. Hence, even researchers it becomes harder to keep track research topics their progress. In this task, can be supported by automated publication analysis. Yet, many such methods result in uninterpretable, purely numerical representations. As an attempt support human analyst...