Monica Chiarini Tremblay

45 papers C 2Journal 20Unranked 21
YearRankTypeTitle / Venue / Authors
2025 J jnl
Domain knowledge in artificial intelligence: Using conceptual modeling to increase machine learning accuracy and explainability.
Data Knowl. Eng.
Veda C. Storey, Jeffrey Parsons, Arturo Castellanos, Monica Chiarini Tremblay, Roman Lukyanenko, Alfred Castillo, Wolfgang Maaß
2025 J jnl
Human-Centric Information Systems Research on the Digital Future of Healthcare.
Inf. Syst. Res.
Indranil R. Bardhan, Rajiv Kohli, Eivor Oborn, Abhay Nath Mishra, Chuan Hoo Tan, Monica Chiarini Tremblay, Suprateek Sarker
2024 J jnl
Transparency in design science research.
Decis. Support Syst.
Alan R. Hevner, Jeffrey Parsons, Alfred Benedikt Brendel, Roman Lukyanenko, Verena Tiefenbeck, Monica Chiarini Tremblay, Jan vom Brocke
2023 — conf
Digital Trace Data Research in Information Systems: Opportunities and Challenges.
ECIS
Bastian Wurm, Michael Wessel, Monica Chiarini Tremblay, Michel Avital, Philipp Hukal, Iris A. Junglas
2022 — conf
ConceptSuperimposition: Using Conceptual Modeling Method for Explainable AI.
AAAI Spring Symposium: MAKE
Wolfgang Maass, Arturo Castellanos, Monica Chiarini Tremblay, Roman Lukyanenko, Veda C. Storey
2022 J jnl
Ethics in Information Systems and Design Science Research: Five Perspectives.
Commun. Assoc. Inf. Syst.
Alexander Herwix, Amir Haj-Bolouri, Matti Rossi, Monica Chiarini Tremblay, Sandeep Purao, Shirley Gregor
2021 — conf
Building a Vulnerability Index of Biological and Socioeconomic Risk Factors to Combat COVID-19 Spread.
DESRIST
Thomas Roderick, Yolande Pengetnze, Steve Miff, Monica Chiarini Tremblay, Rajiv Kohli
2021 — conf
Improving Machine Learning Performance Using Conceptual Modeling.
AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering
Arturo Castellanos, Alfred Castillo, Monica Chiarini Tremblay, Roman Lukyanenko, Jeffrey Parsons, Veda C. Storey
2021 J jnl
Missing Data in OLAP Cubes: Challenges and Strategies.
J. Database Manag.
Monica Chiarini Tremblay, Alan R. Hevner
2020 J jnl
Basic Classes in Conceptual Modeling: Theory and Practical Guidelines.
J. Assoc. Inf. Syst.
Arturo Castellanos, Monica Chiarini Tremblay, Roman Lukyanenko, Binny M. Samuel
2020 — conf
Delivering Effective Care Through Mobile Apps: Findings from a Multi-stakeholder Design Science Approach.
DESRIST
Monica Chiarini Tremblay, Maria Cucciniello, Rosanna Tarricone, Gregory A. Porumbescu, Kevin C. Desouza
2020 — conf
Intrinsic Motivation to Share Health Information: Design Guidelines and Features for Patient Sharing Platforms.
DESRIST
Lina Bouayad, Monica Chiarini Tremblay, Hemant K. Jain, Carmelo Gaudioso
2020 — conf
Superimposition: Augmenting Machine Learning Outputs with Conceptual Models for Explainable AI.
ER (Workshops)
Roman Lukyanenko, Arturo Castellanos, Veda C. Storey, Alfred Castillo, Monica Chiarini Tremblay, Jeffrey Parsons
2019 — conf
Using Conceptual Modeling to Support Machine Learning.
CAiSE Forum
Roman Lukyanenko, Arturo Castellanos, Jeffrey Parsons, Monica Chiarini Tremblay, Veda C. Storey
2018 J jnl
The Effects of the Quantification of Faculty Productivity: Perspectives from the Design Science Research Community.
Commun. Assoc. Inf. Syst.
Monica Chiarini Tremblay, Debra E. VanderMeer, Roman Beck
2018 C conf
Will Artificial Intelligence Automate Theory Building? Are there Lessons for Academia from Practice?
ICIS
Monica Chiarini Tremblay, Rajiv Kohli, Nicole Forsgren, Varun Grover, Ahmed Abassi, Alan R. Hevner, Roy Rapaport
2017 — conf
DORA Platform: DevOps Assessment and Benchmarking.
DESRIST
Nicole Forsgren, Monica Chiarini Tremblay, Debra E. VanderMeer, Jez Humble
2017 J jnl
Information Quality Challenges in Shared Healthcare Decision Making.
ACM J. Data Inf. Qual.
Min Chen, Roman Lukyanenko, Monica Chiarini Tremblay
2017 — conf
Understanding Benefits and Limitations of Unstructured Data Collection for Repurposing Organizational Data.
SIGSAND
Arturo Castellanos, Alfred Castillo, Roman Lukyanenko, Monica Chiarini Tremblay
2016 C conf
An Empirical Investigation of Health Information Exchange Success Factors.
ICIS
Peng Zhang, Monica Chiarini Tremblay, Richard Klein
2016 J jnl
Editorial.
J. Inf. Technol. Theory Appl.
Monica Chiarini Tremblay
2016 J jnl
Focusing on informatics education.
J. Am. Medical Informatics Assoc.
Susan H. Fenton, Monica Chiarini Tremblay, Harold P. Lehmann
2016 J jnl
Health informatics and analytics - building a program to integrate business analytics across clinical and administrative disciplines.
J. Am. Medical Informatics Assoc.
Monica Chiarini Tremblay, Gloria J. Deckard, Richard Klein
2016 — conf
Prominent voices and prevalent discourses: A corporate social responsibility application.
ICDIM
Carlos M. Parra, Monica Chiarini Tremblay, Arturo Castellanos
2015 — conf
Analyzing Corporate Social Responsibility Reports Using Unsupervised and Supervised Text Data Mining.
DESRIST
Monica Chiarini Tremblay, Carlos M. Parra, Arturo Castellanos
2015 — conf
Corporate Social Responsibility Reports: Understanding Topics via Text Mining.
AMCIS
Arturo Castellanos, Carlos M. Parra, Monica Chiarini Tremblay
2014 — ed.
Advancing the Impact of Design Science: Moving from Theory to Practice - 9th International Conference, DESRIST 2014, Miami, FL, USA, May 22-24, 2014. Proceedings
DESRIST
Monica Chiarini Tremblay, Debra E. VanderMeer, Marcus A. Rothenberger, Ashish Gupta, Victoria Y. Yoon
2014 — conf
Improving Case Management via Statistical Text Mining in a Foster Care Organization.
DESRIST
Alfred Castillo, Arturo Castellanos, Monica Chiarini Tremblay
2013 J jnl
Educating Students in Healthcare Information Technology: IS Community Barriers, Challenges, and Paths Forward.
Commun. Assoc. Inf. Syst.
Samir Chatterjee, Cynthia M. LeRouge, Monica Chiarini Tremblay
2013 J jnl
IT Governance Characteristics, Electronic Medical Records Sophistication, and Financial Performance in U.S. Hospitals: An Empirical Investigation.
Decis. Sci.
Antoinette L. Smith, Randy V. Bradley, Bogdan C. Bichescu, Monica Chiarini Tremblay
2013 — conf
What's the Best Bet? An Analysis of Design Scientists' Perceptions of Receptivity and Impact of IS Journals.
DESRIST
Debra E. VanderMeer, Monica Chiarini Tremblay
2012 J jnl
Design of an information volatility measure for health care decision making.
Decis. Support Syst.
Monica Chiarini Tremblay, Alan R. Hevner, Donald J. Berndt
2011 J jnl
Focus groups and critical social IS research: how the choice of method can promote emancipation of respondents and researchers.
Eur. J. Inf. Syst.
Bernd Carsten Stahl, Monica Chiarini Tremblay, Cynthia LeRouge
2010 J jnl
Focus Groups for Artifact Refinement and Evaluation in Design Research.
Commun. Assoc. Inf. Syst.
Monica Chiarini Tremblay, Alan R. Hevner, Donald J. Berndt
2010 J jnl
Using Data Mining Techniques to Discover Bias Patterns in Missing Data.
ACM J. Data Inf. Qual.
Monica Chiarini Tremblay, Kaushik Dutta, Debra E. VanderMeer
2009 — conf
Focus groups and critical social IS research: How the choice of method can promote emancipation of respondents and researchers.
ECIS
Bernd Carsten Stahl, Monica Chiarini Tremblay, Cynthia LeRouge
2009 J jnl
Identifying fall-related injuries: Text mining the electronic medical record.
Inf. Technol. Manag.
Monica Chiarini Tremblay, Donald J. Berndt, Stephen Luther, Philip Foulis, Dustin D. French
2009 — conf
Measuring information volatility in a health care information supply chain.
DESRIST
Monica Chiarini Tremblay, Donald J. Berndt, Alan R. Hevner
2007 J jnl
Doing more with more information: Changing healthcare planning with OLAP tools.
Decis. Support Syst.
Monica Chiarini Tremblay, Robert M. Fuller, Donald J. Berndt, James Studnicki
2007 — —
Uncertainty in the information supply chain: Integrating multiple health care data sources.
Monica Chiarini Tremblay
2006 J jnl
Communication Challenges in Requirements Elicitation and the Use of the Repertory Grid Technique.
J. Comput. Inf. Syst.
Christopher J. Davis, Robert M. Fuller, Monica Chiarini Tremblay, Donald J. Berndt
2006 — conf
Feature Selection for Predicting Surgical Outcomes.
HICSS
Monica Chiarini Tremblay, Donald J. Berndt, James Studnicki
2006 — conf
Investigative Data Warehousing and Mining for Database Security.
AMCIS
Areej Yassin, Donald J. Berndt, Monica Chiarini Tremblay
2006 — conf
Uncertainty in the Information Supply Chain: Integration of Multiple Data Sources.
AMCIS
Monica Chiarini Tremblay
2005 — conf
Utilizing Text Mining Techniques to Identify Fall Related Injuries.
AMCIS
Monica Chiarini Tremblay, Donald J. Berndt, Philip Foulis, Stephen Luther