KDD Lab Workshop 2018

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2018/01/16 09:30 Europe/Rome
2018/01/17 18:00 Europe/Rome
Auditorium, Officine Garibaldi, via Gioberti 39, Pisa, Italy

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

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KDD Lab Workshop 2018

KDD Lab Workshop 2018

The 2018 edition of the annual KDD Lab Workshop, an opportunity to recap the achievements of last year and to share new directions for the future.