KDD Lab Workshop 2018

Tuesday 16 January

9:30-10:00 Workshop Opening Fosca Giannotti
10:00-11:20 Session1 PhD theses

• Understanding Spreading and evolution in complex network, Letizia Milli
• Forecasting Flu Epidemics with retail data, Ioanna Miliou
• Superdiversity: big data analytics at the cross road of geography, language and emotions, Laura Pollacci
• Towards Big Data Methods and Technologies for Official Statistics, Lorenzo Gabrielli

11:20-11:40 Coffee Break
11:40-13:00 Session2 PhD theses

• Privacy Risk Assessment in data analytics, Francesca Pratesi
• Big Mobility Data Analysis, Omid Isfahani Alamdari
• Personal Data Analytics, Riccardo Guidotti
• Model and data driven algorithms for privacy risk in personal data, Roberto Pellungrini

13:00-14:30 Lunch
14:30-15:50 Session3 2017 papers (Ethics and Mobility)

• A data mining approach to estimate privacy risk in human mobility data, Roberto Pellungrini
• Survival kit for the responsible data scientist, Francesca Pratesi
• There’s a path for everyone: mobility agendas, Roberto Trasarti
• Data-driven generation of spatio-temporal routines in human mobility, Luca Pappalardo

15:50-16:10 Coffe Break
16:10-17:10 Panel1: The challenge of interpretability and explanation of black box machinelearning models. Rapporteur Dino Pedreschi, Discussant Salvatore Ruggieri
17:10-18:10 Panel2: The challenge of personal data analytics ecosystem. Rapporteur Mirco Nanni, Discussant Anna Monreale
19:00-22:00 Apericena con dolcetti siciliani e pianoforte a coda

Wednesday 17 January

10:00-11:20 Session4 – Papers - (Methods & Networks)

• Decision Trees: Past and Future Challenges, Salvatore Ruggieri
• Forecasting Success via Early Adoptions analysis: A Data-Driven study, Giulio Rossetti
• NDLib: network diffusion library, Giulio Rossetti
• Algorithmic bias and opinion polarization, Alina Sirbu

11:20-11:40 Coffee Break
11:40-12:30 Panel3: E-Infrastructures for open data science at KDD Lab. Rapporteur Roberto Trasarti, Discussant Giulio Rossetti
12:30-13:00 Report on resources, Chiara Falchi and Letizia Petrellese
13:00-14:30 Lunch
14:30-15:40 Session5 2017 papers (Applied Data Science)

• Sports Performance Evaluation: from Cognitive Mechanisms to Data-Driven Algorithms, Paolo Cintia
• Gastroesophageal diseases (GERD) studies observing university student food habits, Michela Natilli
• Clustering individual transactional data for masses of users, Riccardo Guidotti

15:40-16:00 Coffee Break
16:00-17:00 Panel4: Novel methodologies for data science. From quantification to transfer learning. Rapporteur Salvo Rinzivillo, Discussant Fosca Giannotti
17:00-18:00 Closure: what’s next? New projects and proposals. Fosca Giannotti and Mirco Nanni

In order to better manage the meals, please register here