Innovative Projects Realized

Credit Card Fraud Detection Using Machine Learning

The National Bank of Canada (NBC) is currently trying to put in place an automatic credit card fraud detection system based on advanced learning algorithms. Credit card fraud happens when someone steals a credit card, credit card information or personal identification number (PIN) and uses it without permission to make a purchase or withdraw money from an automated teller machine (ATM). Credit card fraud is a multimillion dollar problem faced by all financial institutions. Predictive features based on the NBC’s data will be researched, and various learning algorithms used for anomaly detection will be explored. A success in this project will have a direct impact on NBC’s business.

Colour Change Materials for Novel Display Technology

At Halion, we believe that in the next 5 years displays will be everywhere. They’ll be in devices you wear, and on your walls at home, blending information into your environment. But to do that effectively we need a new display technology that is low power and visible in any lighting condition. We base our displays on the idea of inks on paper – there’s usually enough light to read a book or a magazine, and neither of those need a battery to work. There is a large gap between bright, vibrant displays and low power, highly visible reflective displays. At Halion we are building the technology needed to bridge this gap, focused on high visual quality, without compromising cost or power consumption. This accelerate project is focused on the synthesis of the coloured materials we need to bring this display technology to your next devices.

Prevention of Workplace Injuries amongst Temporary Foreign Workers employed in Toronto’s construction industry. How much do we actually know?

The issue of workplace safety for migrant workers employed in the construction industry received

much media attention in Toronto, in December 2009, when four migrant workers died on Christmas

Eve, after a scaffold used to repair balconies collapsed. It was unknown if the men were wearing

safety harnesses or not and if wearing of safety equipment would have been resulted in them staying

alive. Such incidents raise a question mark about the enforcement of health and safety regulations,

adequate training and proper maintenance of equipment on worksites. The purpose of this research

project is to investigate how much do temporary foreign workers (TFWs) employed in the Toronto

construction industry know about workplace rules and regulations as they particularly relate to injury

prevention. The proposed research project will fit very well with SPT’s research priorities and has the

possibility to address some of the anticipated City of Toronto funding cuts, which may negatively

affect the SPT’s, outlined organizational research initiatives.

Quantifying Impact of Transportation Electrification on Electrical Power Grid and CO2 Emissions through Big Data Analysis of Vehicle Driving and Charging Profiles

In this project, charging and driving data of 1000 electric vehicles (EVs) across Canada will be monitored and analyzed to figure out the impact of EVs on the electrical power grid, and their potential capability to reduce CO2 emissions. For this purpose, the degree to which a particular electricity grid profile, the vehicle type and driving style, and charging patterns impact CO2 emissions will be studied. This project will also try to improve the understanding of required charging infrastructure for EVs to address customers’ range anxiety, and help infrastructure providers with decision making. Outcomes of this research will enable FleetCarma to further communicate with local distribution companies (LDCs) in Canada to manage their supply and demand profiles. TO BE CONT’D

Stability or Narration: The Role of Analytic-Holistic Thinking in Achieving Self-continuity

Research has documented evidence of the positivity and desirability of self-continuity. A sense of self-continuity can be achieved by holding an identity that is stable, construing one’s life as a story, and making an associative link to the past. However, the current literature on self-continuity has not yet shown which strategy is more effective to some people than other. In the proposed research, we attempt to test whether people with different thinking styles (analytic-holistic reasoning) take divergent route to achieve a sense of self-continuity. Specifically, we hypothesize that analytic thinkers would take an essentialist strategy to achieve self-continuity, focusing on the stable attributes that persists over time. In contrast, holistic thinkers would take a narrative strategy to achieve self-continuity by making sense of inevitable changes over time, connect different experiences, and building meaning and coherence of the selfhood.

Understanding ATV Use: Improving Conservation Methods in New Brunswick, Canada

The increase of illegal All-Terrain Vehicle (ATV) riding on New Brunswick beaches causes concern for the integrity of sandy beaches and dune systems which are important barriers for coastal protection. These ecosystems are home to a variety of species including the endangered shore bird, the Piping Plover (Charadrius melodus). However, although these birds are often found in close proximity to recreational activity, there has been minimal research on the potential for human-wildlife conflict, which occurs most often when there is competition for a shared resource (e.g. nesting habitat versus space for recreation). Therefore, there is a need to understand public values, attitudes, and social trust in natural resource management agencies in order to better understand how these can influence support for successful conservation initiatives. To understand these relationships, my research will use a close-ended, pre-tested questionnaire to collect data on key components such as: attitudes towards management options, beliefs about environmental impact of ATVs, social trust in natural resource management agencies, and socio-demographic characteristics of participants. This research will contribute to an under-researched topic of assessing social trust in natural resource management agencies and how this influences public acceptance and expectations for environmental management […]

L’articulation des représentations et des expériences de travail et d’études des jeunes, en France et au Québec

De plus en plus fréquente, la conciliation travail-études touchait près de la moitié (45%) des étudiants québécois âgés entre 15 et 24 ans en 2015 (ISQ, 2015) et une même proportion chez les Français de niveau universitaire en 2013 (OVE, 2013). Plusieurs auteurs s’entendent pour dire que la relation entre le rôle d’étudiant et de travailleur aurait une influence positive sur le rendement scolaire des jeunes, leur bien-être psychologique et leur santé physique lorsque le nombre d’heures consacrées au travail ne dépasse pas 20 heures par semaines et négative lorsque le temps investi au travail dépasse ce seuil ou encore lorsque l’étudiant n’occupe pas d’emploi (Hovdhaugen, 2015; McNall et Michel, 2017; Moulin et al., 2011). Cependant, qu’en est-il de l’influence des différentes expériences de travail, d’études ou de conciliation travail-études sur le rapport au travail et les pratiques des jeunes ? En se focalisant sur l’articulation des sphères de vie – notamment le travail et les études – à partir d’une approche dynamique et des parcours de vie, le projet a comme principal objectif la compréhension des expériences d’articulation du travail et des études au sein du parcours de vie des jeunes […]

Intelligent and Autonomous Spatialisation of Multitrack Audio

Democratisation of audio technology has enabled music production on limited budgets, putting high-quality results within reach of anyone who has access to a laptop, a microphone and the abundance of free software on the web. Similarly, musicians are able to share their own content at very little cost and effort, again due to high availability of cheap technology. Despite this, a skilled mix engineer is still needed in order to deliver professional-standard material.
Recent research has proposed autonomous, intelligent systems that can assist or even automate much of the music production process. They have addressed almost every aspect of audio production, but the research community has yet to tackle spatial audio aspects beyond simple stereo. This project focuses on sound spatialisation systems. It seeks to establish the rules which underly audio production for surround sound and other spatial audio systems, and to embed these rules into an intelligent agent.

Social Inclusion and the Settlement Sector; A Cross-National Comparison between Germany and Canada

This study will examine Germany and Canada through a comparative, cross-national case study. An in-depth literature review and policy analysis will contextualize the differences and similarities of Canadian and German settlement sectors, allowing for a better understanding of the link between non-profit settlement services and social inclusion in each country. In particular, this study will focus on the ways in which the governance and funding of immigrant-serving agencies strengthens or challenges their ability to serve newcomer clients.
Canadian Prime Minister Justin Trudeau argues that “diversity is our strength”, both in terms of national economic growth and social diversity. However, in Canada, our multicultural and inclusive rhetoric is not always reflected in settlement outcomes, and newcomers are often excluded both in our labour market more broadly in society. Canadian immigrant-serving agencies are challenged by a system of federal and provincial governance that is often underfunded and uncoordinated. While Germany has federally coordinated settlement services to a greater extent, immigrant-serving agencies face difficulties in service provision due in part to unprecedented levels of immigration since 2014. Both in Germany and Canada, while smaller immigrant-run service agencies provide linguistically compatible and culturally sensitive services they are are particularly challenged to make ends meet […]

Evaluating the Societal Effects of Participatory Processes

Over the past 5 years, Suncor Energy has invested in the Energy Futures Lab, the Engineering Change Lab, the Getting to Maybe social innovation program, the Suncor Energy Foundation Gathering, and most recently, the Turtle Island Institute. All of these initiatives are designed to transform whole systems in rapidly changing environments in partnership with diverse groups of partners, particularly Indigenous communities. As Suncor is itself deeply embedded in the changing energy environment, these investments hold the potential to transform the funding organization alongside the system. How can we assess if, and how, this transformation is taking place? How can we aggregate the impact of multiple parallel projects?
The goal of this study is to answer these questions by capturing the effects of Suncor’s social innovation investments across a range of partners. TO BE CONT’D

Practical Modeling of Hydraulic fracturing

The majority of hydrocarbon in Canada is produced from the unconventional reservoirs characterized by ultra-low matrix permeability. Hydraulic fracturing is a common stimulation technique used in oil and gas industry to release hydrocarbon trapped in the rock making the hydrocarbon recovery economical. The ability to model this process may lead to the efficient hydraulic fracturing design and mitigation of the potential environmental impacts, such as underground aquifers contamination and injection induced earthquakes. In the proposed Mitacs research project, we will focus on developing a realistic hydraulic fracturing models which, to extent, can describe the behaviour of the process.

Linking research to its uses: Making sense of howdecisions are informed by research

The proposed research acknowledges the recommendations in the

literature for a more constructivist/interpretivist approach to understanding the use

of research (Nutley, Walter and Davies 2007). Conceptualizing research use as a

complex social process (McDaniel and Driebe 2005) may provide a potential

alternative to making sense of the nature of research use and impacts in a more

realistic framing. The complex nature of research use and impacts has been

widely acknowledged in the literature (Best & Holmes 2010; Wilkinson 2010;

Scott et al 2008; Martin and Tang 2007; Nutley, Walter, and Davies 2007; Ekboir

2003; Geiger and Sá 2009; Weiss 1979; Shove and Rip 2000).

The proposed study will adopt a naturalistic inquiry approach (Patton

2005) where research use can be observed in the ‘real world’ in ‘real time’.

Ethnographic techniques will be used in a study designed to observe the use of

research to inform policy, practice and service delivery decisions in public health

(Scott et al 2008). Ethnography is a widely…