1. Emotions and Feelings in Human-Machine Conversational System

Required Skills:
Good research and self-learning skills, higher degree student, knowledge of relevant areas (social psychology or related social sciences for example)
Sufficient software programming skills to design and implement prototype tools for conducting the experiment


2. Novel marketing performance KPIs and factors that affect the correctness of measurement and predictive power of KPIs for marketing decisions.

Required Skills:
Good research and self-learning skills, excellent programming skills including knowledge of Java and web programming (e.g., JavaScript, jQuery, CSS), statistics or data mining. Advantage: prior background in Marketing and/or BigData & Analytics technologies.


3. Exploring novel problems related to entity-oriented search, including retrieval models, evidence and summarization.

Required Skills:
Good research and self-learning skills, excellent programming skills including knowledge of Java, Information Retrieval (must), machine learning (advantage), entity-oriented retrieval (advantage).


4. Affective Computing – Mindful, User Emotions Management

Required Skills:
Good research and self-learning skills, excellent programming skills including knowledge of Java and web programming (e.g., JavaScript, jQuery, CSS), statistics or data mining. Background in psychology and cognitive are advantage.


5. Real World Evidence analysis using advanced multiple outcome modeling


6. Modeling human-microbiome-environment interaction networks