0.050.09975 0

Workshop : Analyzing unstructured data to support decision-making

Friday 12 Nov 2021
From 10AM To 11AM

This workshop aimed to provide an overview of research projects conducted at CIRANO using unstructured data analysis methodologies and to present the possibilities offered by these tools to address certain issues.

Thierry Warin (HEC and CIRANO), Dalibor Stevanovic (UQAM and CIRANO), Robert Normand (CIRANO), Nathalie de Marcellis-Warin (Polytechnique Montreal and CIRANO) et Benoit Aubert (HEC and CIRANO) were present.

 

→ CIRANO scientific publications on the theme of data science 

 

 

Benoit Aubert

Benoit A. Aubert  is a Fellow of the CIRANO (Center for Interuniversity Research and Analysis on Organizations). He is Professor of Information Technologies at HEC Montréal (Canada). His past roles include CEO of CIRANO, Director of the Rowe School of Business at Dalhousie University (Canada) and Head of the School of Information Management and Professor at Victoria University of Wellington (New Zealand). Benoit Aubert’s main research areas are risk management, outsourcing, offshoring, innovation, and business transformation.

He is currently Senior Editor of Journal of Strategic Information Systems. He is the conference co-chair for AMCIS 2025. He was program co-chair for AMCIS in 2021 and track-co-chair for PACIS 2022 (Economics and IS). He co-chaired the Outsourcing mini-Track of the Hawaii International Conference on Systems Sciences for ten years and was a Senior Editor of Database nine years.

[ - ]
[ + ]

Nathalie De Marcellis-Warin

Nathalie de Marcellis-Warin joined CIRANO in 2000 as a postdoctoral researcher and was appointed President and CEO in 2016, after serving as Vice-President from 2008 to 2016. Since 2011, she has led the CIRANO Barometer project on risk perception in Quebec, which annually collects data on Quebecers’ concerns regarding 47 major societal issues. She is also Head of the CIRANO Research Pole on the Socioeconomic Impacts of Digital Intelligence and Principal Investigator of the Innovation and Digital Transformation research theme.

She is a Full Professor in the Department of Mathematics and Industrial Engineering at Polytechnique Montréal, where she also serves as Academic Director of PolyFinances. In addition, she is a Visiting Scientist at the Harvard T.H. Chan School of Public Health and an Associate Researcher at the Institute for Data Valorization (IVADO).

She holds a PhD in Management Science (specializing in risk management and insurance) from the École normale supérieure de Cachan. Her research focuses on risk management and decision-making in contexts of risk and uncertainty, as well as the design and evaluation of public policies. Her work combines economic analysis, cost-benefit analysis, survey data analysis, and more recently, large-scale unstructured data analytics.

In 2008, she founded the RISQH network, a knowledge-sharing and awareness network dedicated to risk management, patient safety, and quality of care in healthcare institutions. She contributed to the development of the Montreal Declaration for a Responsible Development of Artificial Intelligence.

She serves as Scientific Director of the Measurement Tools, Monitoring and Surveys Division at the International Observatory on the Societal Impacts of AI and Digital Technologies (OBVIA). She is also co-founder of the International Francophone Network on Scientific Advice (RFICS).

At CIRANO, she leads and contributes to several large-scale research initiatives, notably the creation of an economic digital twin of the St. Lawrence–Great Lakes region (GVCdtLab), developed in collaboration with the federal government.

She has published numerous scientific articles, several books, and more than 40 reports for government and other organizations. She has delivered over one hundred conferences and is regularly invited to speak in the media.

[ - ]
[ + ]

Robert Normand

Projects Director, CIRANO

[ - ]
[ + ]

Dalibor Stevanovic

A CIRANO Researcher and Fellow since 2011, responsible of the CIRANO Pole on Modeling and Main Researcher of the theme Economic and Fiscal Policy, Dalibor Stevanovic is Associate Professor in the Department of Economics at the École des sciences de la gestion of the Université du Québec à Montréal and co-holder of the Chair in Macroeconomics and Forecasting at ESG-UQAM.

Holding a Ph.D. in Economics from Université de Montréal, his research interests are time series econometrics, automatic learning and massive data, with applications in macroeconomics and finance.

After a bachelor's and master's degree in economics from Université Laval in Quebec City, Dalibor Stevanovic obtained his doctorate under the supervision of Jean-Marie Dufour and Jean Boivin. He then did a postdoctoral fellowship as part of the Max Weber programme at the European University Institute in Florence.

[ - ]
[ + ]

Thierry Warin

A CIRANO Researcher and Fellow since 2001, Main Researcher of the theme World Economy, Researcher in charge of Mondo.international, Thierry Warin is Full Professor in the Department of International Business at HEC Montréal. He has a Professorship in Data Science for International Business. He is President of the International Trade and Finance Association, Member of the board of editors of International Journal of Economics and Business Research, Fellow of the Salzburg Global Seminar, Researcher at CERIUM-CEUE (Université de Montréal) and President and co-founder of the NGO Ed' Haïti.

Holding a Ph.D. in Monetary Economics and Finance from ESSEC Business School, his research is mainly on international economics and finance topics, with a particular focus on the European economic integration, while using Data Science as his main methodological approach.

Thierry Warin was Full Professor at SKEMA Business School Raleigh (Founder and Director of the SKEMA Global Lab in AI), Associate Professor at Polytechnique Montréal (Director of the International Projects Program), Associate Professor at Middlebury College (Director of the International Studies and IPE program) and Academic Director at SIE-Sun Yat Sen University in Guangzhou.

An alumnus of the Salzburg Global Seminar, a former Visiting Scholar at the Minda De Gunzburg Center for European Studies (Harvard University, 2005) and the Weatherhead Center for International Affairs (Harvard University, 2015-2017), he has authored numerous academic publications and books or special issues.

[ - ]
[ + ]

Program

10:00 - 10:15
Introduction to data science at CIRANO
10:15 - 10:30
Predicting with Google Trends
10:30 - 10:45
Textual data analysis or how to combine new data sources, machine learning tools, and social science research design to develop and evaluate new insights