Dan, Daniel
Applying Text Mining to Analyze Human Question Asking in Creativity Research
Wróblewska, Anna, Korbin, Marceli, Kenett, Yoed N., Dan, Daniel, Ganzha, Maria, Paprzycki, Marcin
Creativity relates to the ability to generate novel and effective ideas in the areas of interest. How are such creative ideas generated? One possible mechanism that supports creative ideation and is gaining increased empirical attention is by asking questions. Question asking is a likely cognitive mechanism that allows defining problems, facilitating creative problem solving. However, much is unknown about the exact role of questions in creativity. This work presents an attempt to apply text mining methods to measure the cognitive potential of questions, taking into account, among others, (a) question type, (b) question complexity, and (c) the content of the answer. This contribution summarizes the history of question mining as a part of creativity research, along with the natural language processing methods deemed useful or helpful in the study. In addition, a novel approach is proposed, implemented, and applied to five datasets. The experimental results obtained are comprehensively analyzed, suggesting that natural language processing has a role to play in creative research.
Mining United Nations General Assembly Debates
Grzyb, Mateusz, Krzyziński, Mateusz, Sobieski, Bartłomiej, Spytek, Mikołaj, Pieliński, Bartosz, Dan, Daniel, Wróblewska, Anna
The United Nations (UN) is an international organization founded in 1945, comprising 193 member states. It was established after World War II with the intent to prevent future conflicts and foster global peace and security. The UN is a global forum where countries discuss and address critical issues ranging from international security, economic development, climate change, human rights, and humanitarian aid. It operates through various organs, including the General Assembly, the Security Council, and specialized agencies like UNESCO and WHO. The UN is pivotal in international cooperation and diplomacy, striving to maintain global stability and promote sustainable development. The United Nations General Assembly (UNGA) serves as a global forum for member states to discuss and work together on international issues.