SmartPhil 2020
First Workshop on Smart Personal Health Interfaces

Table of Contents

Session 1: NLP and Sensor-based AI 1

• TF-IDF vs Word Embeddings for Morbidity Identification in Clinical Notes: An Initial Study 1-12
  Danilo Dessì, Rim Helaoui, Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni
• A NLG Framework for User Tailoring and Profiling in Healthcare 13-32
  Simone Balloccu, Steffen Pauws, Ehud Reiter

Session 2: NLP and Sensor-based AI 2

• Deep Attention-based Model for Helpfulness Prediction of Healthcare Online Reviews 33-49
  Sergio Consoli, Danilo Dessì, Gianni Fenu, Mirko Marras
• Toward a Brain-controlled Prosthetic Arm Through Advanced Machine Learning Methods (short paper) 50-58
  Silvia Maria Massa, Marco Manolo Manca
• Predictive Models of Indoor Carbon Dioxide Concentration to Prevent Daily Decay of Productivity and Well-Being in Shared Offices 59-68
  Hamed Alavi, Saili Zhong, Denis Lalanne

Session 3: Image Processing and Computer Vision

• Video Action Recognition and Prediction Architecture for a Robotic Coach (short paper) 69-77
  Nino Cauli, Diego Reforgiato Recupero
• Scene Understanding and Interaction Anticipation from First Person Vision (short paper) 78-83
  Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella
• Face Analysis and Body Language Understanding from Egocentric Cameras (short paper) 84-91
  Ronja Moller, Antonino Furnari, Sebastiano Battiato, Aki Harma, Giovanni Maria Farinella

Session 4: Insight Mining and Exploitation Routes

• Towards a Generalised Framework for Behaviour Insight Mining (short paper) 92-99
  Allmin Pradhap Singh Susaiyah, Aki Harma, Ehud Reiter, Rim Helaoui, Milan Petkovic
• Exploring End-user Acceptance and Exploitation Routes of Industrial Use Cases Related to AI and HMI (short paper) 100-108
  Jing Yuan, Maria Chiara Di Guardo, Raymond Sterling, Ruben Alonso