| Vol-2596 urn:nbn:de:0074-2596-6 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# SmartPhil 2020
First Workshop on Smart Personal Health Interfaces

### Proceedings of the First Workshop on Smart Personal Health Interfaces
co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020)

### Cagliari, Italy, March 17, 2020.

Edited by

### Sergio Consoli *
Diego Reforgiato Recupero **
Daniele Riboni **

* Centre for Advanced Studies, European Commission, Joint Research Centre
** Department of Mathematics and Computer Science, University of Cagliari, Italy

## 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

2020-03-27: submitted by Sergio Consoli, Diego Reforgiato Recupero, and Daniele Riboni, metadata incl. bibliographic data published under Creative Commons CC0
2020-04-26: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|