Agenda*

Agenda

Thursday 10/12 – Day 1

09:00-09:20 OPENING

Corrado Crocetta (President of SIS)

Stefano Bronzini (Rector of University of Bari “Aldo Moro”)

Pierpaolo Limone  (Rector of University of Foggia)

Gian Carlo Blangiardo (President of ISTAT)

ROUND TABLE: Covid19, shock sociale o boa di virata? 

09:20-10:15 Chair – Furio Camillo

1. Chiara Berti, Silvia Di Battista (University of Chieti) Scelte morali e tipologie di reazione alla pandemia: una vista della psicologia sociale 

2. Linda Gobbi, Francesco Morace (Future Concept Lab) I paradigmi dell’etica aumentata e la loro misurazione nella società italiana

3. Enrica Amaturo  (University of Naples Federico II) Il contagio dell’algoritmo

4. Furio Camillo, Giovanni Mori (University of Bologna, Fridays for future) La sostenibilità “da raccontare”: una chiave generazionale

DS&SR: MACHINE LEARNING ISSUES

10:20-11:20 Chair – Rosa Arboretti

1. Riccardo Ceccato, Luigi Salmaso, Rosa Arboretti, Luca Pegoraro, Cristina Tortora (University of Padova, San José State University) Machine learning models for the evaluation of students’ careers

2. Luca Pegoraro, Luigi Salmaso, Rosa Arboretti, Riccardo Ceccato (University of Padova) Machine learning algorithms and design of experiments for product innovation

3. Sara Scaramuccia, Roberto Fontana, Ulderico Fugacci and Francesco Vaccarino  (Politecnico di Torino, SmartData@PoliTO center on Big Data and Data Science, Istituto di Matematica Applicata e Tecnologie Informatiche) Topological methods for social data analysis: an overview

DS&SR: ECONOMIC ISSUES

11:25-12:25 Chair – Mariangela Zenga

1. Elisabetta Venezia (Universiry of Bari “Aldo Moro”) Hedonic prices, transport infrastructures and green areas: economic evaluations and real estate markets

2. Jessica Pesantez-Narvaez, Montserrat Guillen, Manuela Alcañiz (Universitat de Barcelona) A synthetic penalized logitboost to model mortgage lending with imbalanced data

3. Nithin Raj Kairali, Althaf Shajahan (National Institute of Technology Calicut) Predicting consumption and income in indian household surveys: a machine learning approach

4. Paolo Aldrovandi, Ilaria Montaldi, Mariangela Zenga (University of Milano-Bicocca) The gravity perception on the fiscal frauds in italy: is it only a question of geographical area?

 

DS&SR: BIG DATA FOR HEALTH CARE ISSUES – Part I

12:30-13:30 Chair – Fabio Manca

1. Grazia Dicuonzo, Graziana Galeone, Antonella Massari (University of Bari “Aldo Moro”) Towards using of Big Data and IoT in healthcare organizations: a literature review

2. Marco Polignano, Marco de Gemmis, Giovanni Semeraro (University of Bari “Aldo Moro”) A digital assistant for supporting patients in monitoring activities

3. Alessandro Massaro, Fabio Manca, Angelo Galiano, Angelo Vacca (Dyrecta Lab srl, University of Bari “Aldo Moro”) Health wearable devices for patient monitoring and enabling big data multi parametric analysis by artificial intelligence

4. Alessandro Massaro, Fabio Manca, Angelo Galiano, Angelo Vacca (Dyrecta Lab srl, University of Bari “Aldo Moro”) Artificial neural network applied on voice analysis for online rehabilitation

DS&SR: BIG DATA FOR HEALTH CARE ISSUES-Part II

14:00-15:00 Chair – Alessandro Massaro

5. Albino Biafora, Angela Maria D’Uggento, Ernesto Toma, Maria Gabriella Grassia (University of Bari “Aldo Moro”, University of Naples Federico II) ‘Mining’ the sentiment during covid19 pandemic

6. Gabriella Casalino, Giovanna Castellano, Gennaro Vessio (University of Bari “Aldo Moro”) Computational Intelligence for Digital Health: A brief summary of our research work

7. Alessandro Massaro, Fabio Manca, Angelo Galiano, Giuseppe Calamita, Claudia Marin, Angelo Vacca (Dyrecta Lab srl, University of Bari “Aldo Moro”) “Telemielolab ” telemedicine platform oriented on DSS-AI

8. Alessandro Massaro, Fabio Manca, Angelo Galiano, Angelo Vacca (Dyrecta Lab srl, University of Bari “Aldo Moro”) DSS integrated in information systems enabling neural network homecare assistance decision making

DS&SR: TEXT AND CLASSIFICATION ISSUES

15:15-16:30 Chair – Venera Tomaselli

1. Cinzia Di Nuzzo, Salvatore Ingrassia (University of Catania) Document classification via a model-based approach to spectral clustering

2. Pierpaolo D’Urso, Livia De Giovanni, Marta Disegna, Riccardo Massari, Vincenzina Vitale (Sapienza University of Roma, LUISS Guido Carli, Bournemouth University) A tourist segmentation based on motivation, satisfaction and prior knowledge with a socio-economic profiling: a clustering approach with mixed information

3. Stefano Bonnini (University of Ferrara) Multivariate test for large datasets and small sample sizes

4. Salvatore D. Tomarchio, Salvatore Ingrassia, Volodymyr Melnykov (University of Catania, University of Alabama) Parsimonious matrix normal mixtures: an application to university students indicators

5.Venera Tomaselli, Giulio Giacomo Cantone, Valeria Mazzeo (University of Catania) Complex features in review bombing

 

Friday 11/12 – Day 2

DS&SR: SOCIO ECONOMIC ISSUES

09:00-9:50 Chair – Francesco D. d’Ovidio

1. Francesco D. d’Ovidio, Annamaria Fiore, Rossana Mancarella  (University of Bari “Aldo Moro”, ARTI-Puglia-Regional Agency for Technology and Innovation) “Structural Analysis” of the EU Regional Competitiveness Index

2. Angela Maria D’Uggento, Rosa Ceglie, Vincenzo Fiorentino: (University of Bari “Aldo Moro”) Universities and Open Data, the challenge has just begun

3. Maurizio Carpita, Rodolfo Metulini (University of Brescia, University of Salerno) Dynamic crowding maps with mobile phone big data

SPORT ANALYTICS ON THE PITCH – Part I 

10:00-10:10 Introduction – Zuccolotto P.

10:10-11:10 Chair: Manisera M.

1. Migliorati M. (University of Brescia) I’ve seen things you people wouldn’t believe: how data science can help coaching staff in basketball

2. Cefis M., Carpita M. (University of Brescia) Football analytics: performance analysis differentiate by role

3. Palazzo L., Ievoli R., Ragozini G. (University of NaplesFederico II) Introducing some tests on triad census distribution with application to football

4. Egidi L., Torelli N. (University of Trieste) Using expected goals in a double binomial model for football outcomes

SPORT ANALYTICS ON THE PITCH – Part II

11:15-12:15 Chair: Carpita M.

5. Riboli A. (University of Milano, Atalanta B.C.) The most demanding passages of match-play in Serie A soccer players

6. Malfatti L., Rosso G. (co-founders Quant4sport Research) Tracking in football: from movement coordinates to the calculation of detailed parameters and reporting

7. Favaro L. (L.R. Vicenza, match analyst Italia Dartfish) Match Analysis, Performance Analysis, Big Data in Italian football: Data analysis or video analysis?

 

DS&SR: TEXT ANALYTICS ISSUE

12:25-13:25 Chair – Rosanna Cataldo

1. Andrea Simonetti and Alessandro Albano (University of Palermo) Measuring topic coherence through statistically validated networks

2. Emma Zavarrone, Maria Gabriella Grassia, Rocco Mazza, Rosanna Cataldo (University IULM -Milan, University of Naples Federico II)  Some evidence from distance learning

3. Emma Zavarrone, Maria Gabriella Grassia, Rocco Mazza, Marina Marino (University IULM -Milan, University of Naples Federico II) CO.ME.T.A. – COVID-19 media text analytics. A textual dashboard for policy-makers

4. Dr Rubaid Ashfaq (Amity University): The Fake news dictionary: an opportunity for digital media literacy

DS&SR: ENVIRONMENTAL AND SOCIETAL ASPECTS OF THE COVID-19 PANDEMICS

14:00-15:00 Chair – Alessio Pollice

1. Paolo Maranzano, Alessandro Fassò  (University of Milano-Bicocca, University of Bergamo) Air quality in Lombardy during the COVID-19 breakdown

2. Andrea Bucci, Lara Fontanella, Luigi Ippoliti, Pasquale Valentini (University of Chieti) Spatial clustering of European NUTS-2 Regions based on COVID death rates changes

3. Massimo Ventrucci,Garritt Page (University of Bologna, Brigham Young University)  Exploring the link between air pollution and COVID-19 with ecological regression methods

4. Roberto Benedetti, Simone Di Zio, Emiliano Del Gobbo, Lara Fontanella, Luigi Ippoliti  (University of Chieti) A fractal sampling approach for network analysis of COVID-19 Twitter data

DS&SR: PSYCHOMETRIC AND SOCIAL ISSUES

15:00-16:00 Chair – Enrico Ciavolino

1. Paolo Mariani, Andrea Marletta, Mauro Mussini (University of Milano-Bicocca) Searching for inclusiveness: a comparison among European traject

2. Maurizio Carpita, Paola Pasca, Serena Arima, Enrico Ciavolino (University of Brescia, University of Salento) Redefining the latent traits based on experts’ definition. EA sports FIFA game analysis

3. Torretta A., Antonio Calcagnì, Natale Canale, Francesca Guizzo (University of Padova) Photo mining & random forest to analyze Instagram data

4. Paola Pasca, Meloni M. How do words reflect customers’ satisfaction? (University of Salento) A preliminary inquiry of the Italian Google Reviews.

5. Marcella Mazzoleni, Angiola Pollastri, Vanda Tulli (University of Bergamo, University of Milano-Bicocca) Ratio of females’ income over males’ income and its distribution

PLENARY SESSION

16:00-16:30 

Antonio Felice Uricchio (Presidente ANVUR) Le linee guida dell’ANVUR per la valutazione della qualità della ricerca (VQR)

Marco Malgarini (Dirigente ANVUR)

INVITED LECTURE

16:45-17:25 Chair – Corrado Crocetta

Vitoantonio Bevilacqua (Politecnico di Bari) Deep Learning For Medical Image Classification

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dssr2020.cirpas@gmail.com