Roman Lukyanenko

According to our database, Roman Lukyanenko authored at least 74 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

The state-of-the-art of crowdsourcing systems: A computational literature review and future research agenda using a text analytics approach.

Indika Dissanayake, Sridhar P. Nerur, Roman Lukyanenko, Minoo Modaresnezhad

Inf. Manag., 2025

2024

Universal conceptual modeling: principles, benefits, and an agenda for conceptual modeling research.

Roman Lukyanenko, Binny M. Samuel, Jeffrey Parsons, Veda C. Storey, Oscar Pastor, Araz Jabbari

Softw. Syst. Model., October, 2024

Transparency in design science research.

Alan R. Hevner, Jeffrey Parsons, Alfred Benedikt Brendel, Roman Lukyanenko, Verena Tiefenbeck, Monica Chiarini Tremblay, Jan vom Brocke

Decis. Support Syst., 2024

The MAGIC of Data Management: Understanding the Value and Activities of Data Management.

Roman Lukyanenko

CoRR, 2024

Integrating LLMs and Psychometrics: Global Construct Validity.

Kai R. Larsen, Sen Yan, Roman Lukyanenko

Proceedings of the 45th International Conference on Information Systems, 2024

The Ontology of Fields as a Foundation for Conceptual Modeling.

Arturo Castellanos, Jon W. Beard, Binny M. Samuel, Keng Siau, Carson Woo, Veda C. Storey, Roman Lukyanenko, Roger H. L. Chiang, Debra E. VanderMeer

Proceedings of the Companion Proceedings of the 43rd International Conference on Conceptual Modeling: ER Forum, 2024

Agile Development: The Promise, the Reality, the Opportunity.

Jon W. Beard, Veda C. Storey, Binny M. Samuel, Roman Lukyanenko, Anna Wiedemann, David Schuff, Shawn Ogunseye, Zohra Islamzada, Fereshta Islamzada

Proceedings of the Short Paper Proceedings of the Third International Workshop on Agile Methods for Information Systems Engineering (Agil-ISE 2024) co-located with the 36th International Conference on Advanced Information Systems Engineering (CAiSE 2024), 2024

2023

Empowering Users with Narratives: Examining the Efficacy of Narratives for Understanding Data-Oriented Conceptual Models.

Merete Hvalshagen, Roman Lukyanenko, Binny M. Samuel

Inf. Syst. Res., 2023

Conceptual Modeling: Topics, Themes, and Technology Trends.

Veda C. Storey, Roman Lukyanenko, Arturo Castellanos

ACM Comput. Surv., 2023

Datish: A universal conceptual modeling language to model anything by anyone.

Roman Lukyanenko, Binny M. Samuel, Jeffrey Parsons, Veda C. Storey, Oscar Pastor

Proceedings of the Companion Proceedings of the 42nd International Conference on Conceptual Modeling: ER Forum, 2023

Inclusive conceptual modeling: Diversity, equity, involvement, and belonging in conceptual modeling (short paper).

Roman Lukyanenko, Dominik Bork, Veda C. Storey, Jeffrey Parsons, Oscar Pastor

Proceedings of the Companion Proceedings of the 42nd International Conference on Conceptual Modeling: ER Forum, 2023

Principles of Universal Conceptual Modeling.

Roman Lukyanenko, Jeffrey Parsons, Veda C. Storey, Binny M. Samuel, Oscar Pastor

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2023

Conceptual Alignment Method.

Wolfgang Maass, Arturo Castellanos, Monica C. Tremblay, Roman Lukyanenko, Veda C. Storey, Jonas S. Almeida

Proceedings of the 29th Americas Conference on Information Systems, 2023

2022

Trust in artificial intelligence: From a Foundational Trust Framework to emerging research opportunities.

Roman Lukyanenko, Wolfgang Maass, Veda C. Storey

Electron. Mark., December, 2022

Conceptual modelling for life sciences based on systemist foundations.

Roman Lukyanenko, Veda C. Storey, Oscar Pastor

BMC Bioinform., November, 2022

Physically Distancing Humans With An App for That: Physically Distancing Mangement Technologies.

Veda C. Storey, Roman Lukyanenko, Camille Grange

J. Database Manag., 2022

System: A core conceptual modeling construct for capturing complexity.

Roman Lukyanenko, Veda C. Storey, Oscar Pastor

Data Knowl. Eng., 2022

Explainable AI.

Veda C. Storey, Roman Lukyanenko, Wolfgang Maass, Jeffrey Parsons

Commun. ACM, 2022

AI Explainability: Embedding Conceptual Models.

Wolfgang Maass, Arturo Castellanos, Monica C. Tremblay, Roman Lukyanenko, Veda C. Storey

Proceedings of the 43rd International Conference on Information Systems, 2022

Conceptual Modeling Systems: A Vision for the Future of Conceptual Modeling.

Roman Lukyanenko, Binny M. Samuel, Veda Storey, Arnon Sturm

Proceedings of the ER Forum and PhD Symposium 2022 co-located with 41st International Conference on Conceptual Modeling (ER 2022), 2022

ConceptSuperimposition: Using Conceptual Modeling Method for Explainable AI.

Wolfgang Maass, Arturo Castellanos, Monica Chiarini Tremblay, Roman Lukyanenko, Veda C. Storey

Proceedings of the AAAI 2022 Spring Symposium on Machine Learning and Knowledge Engineering for Hybrid Intelligence (AAAI-MAKE 2022), 2022

2021

Foundations of information technology based on Bunge's systemist philosophy of reality.

Roman Lukyanenko, Veda C. Storey, Oscar Pastor

Softw. Syst. Model., 2021

From Representation to Mediation: A New Agenda for Conceptual Modeling Research in a Digital World.

Jan Recker, Roman Lukyanenko, Mohammad Jabbari, Binny M. Samuel, Arturo Castellanos

MIS Q., 2021

Conceptual Modeling in a Digital World: A New Framework and Research Agenda (Extended Abstract).

Jan Recker, Roman Lukyanenko, Mohammad Jabbari, Binny M. Samuel, Arturo Castellanos

EMISA Forum, 2021

Call for Papers, Issue 1/2023.

Kathrin Figl, Roman Lukyanenko, Jan Mendling, Gregor Polancic

Bus. Inf. Syst. Eng., 2021

The Notion of "System" as a Core Conceptual Modeling Construct for Life Sciences.

Roman Lukyanenko, Veda C. Storey, Oscar Pastor

Proceedings of the Advances in Conceptual Modeling, 2021

From Mental Models to Machine Learning Models via Conceptual Models.

Wolfgang Maass, Veda C. Storey, Roman Lukyanenko

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2021

Research Agenda for Basic Explainable AI.

Roman Lukyanenko, Arturo Castellanos, Binny M. Samuel, Monica C. Tremblay, Wolfgang Maass

Proceedings of the 27th Americas Conference on Information Systems, 2021

Design Behavioral Research: Toward a Unified View of Information Systems.

Roman Lukyanenko

Proceedings of the 27th Americas Conference on Information Systems, 2021

Improving Machine Learning Performance Using Conceptual Modeling.

Arturo Castellanos, Alfred Castillo, Monica Chiarini Tremblay, Roman Lukyanenko, Jeffrey Parsons, Veda C. Storey

Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 2021

2020

Research Perspectives: Design Theory Indeterminacy: What Is it, How Can it Be Reduced, and Why Did the Polar Bear Drown?

Roman Lukyanenko, Jeffrey Parsons

J. Assoc. Inf. Syst., 2020

Basic Classes in Conceptual Modeling: Theory and Practical Guidelines.

Arturo Castellanos, Monica Chiarini Tremblay, Roman Lukyanenko, Binny M. Samuel

J. Assoc. Inf. Syst., 2020

Citizen Science: An Information Quality Research Frontier.

Roman Lukyanenko, Andrea Wiggins, Holly K. Rosser

Inf. Syst. Frontiers, 2020

IT vendors' legitimation strategies and market share: The case of EMR systems.

Guy Paré, Josianne Marsan, Mirou Jaana, Haitham Tamim, Roman Lukyanenko

Inf. Manag., 2020

To Train or Not to Train? How Training Affects the Diversity of Crowdsourced Data.

Shawn Ogunseye, Jeffrey Parsons, Roman Lukyanenko

Proceedings of the 41st International Conference on Information Systems, 2020

Data Collection Interfaces in Online Communities: The Impact of Data Structuredness and Nature of Shared Content on Perceived Information Quality.

Mahed Maddah, Roman Lukyanenko, Debra E. VanderMeer, Binny M. Samuel

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Introducing GSO: A General Systemist Ontology.

Roman Lukyanenko, Veda Storey, Arturo Castellanos

Proceedings of the ER Forum, 2020

Superimposition: Augmenting Machine Learning Outputs with Conceptual Models for Explainable AI.

Roman Lukyanenko, Arturo Castellanos, Veda C. Storey, Alfred Castillo, Monica Chiarini Tremblay, Jeffrey Parsons

Proceedings of the Advances in Conceptual Modeling, 2020

Modeling Observational Crowdsourcing.

Arturo Castellanos, Roman Lukyanenko, Veda C. Storey

Proceedings of the ER Forum, 2020

Validity in Design Science Research.

Kai R. Larsen, Roman Lukyanenko, Roland M. Müller, Veda C. Storey, Debra E. VanderMeer, Jeffrey Parsons, Dirk S. Hovorka

Proceedings of the Designing for Digital Transformation. Co-Creating Services with Citizens and Industry, 2020

A Journey to BSO: Evaluating Earlier and More Recent Ideas of Mario Bunge as a Foundation for Information Systems and Software Development.

Roman Lukyanenko

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2020

2019

Expecting the Unexpected: Effects of Data Collection Design Choices on the Quality of Crowdsourced User-Generated Content.

Roman Lukyanenko, Jeffrey Parsons, Yolanda F. Wiersma, Mahed Maddah

MIS Q., 2019

Representing instances: the case for reengineering conceptual modelling grammars.

Roman Lukyanenko, Jeffrey Parsons, Binny M. Samuel

Eur. J. Inf. Syst., 2019

Toward Creating a General Ontology for Research Validity.

Roman Lukyanenko, Kai R. Larsen, Jeffrey Parsons, David Gefen, Roland M. Müller

Proceedings of the ER Forum and Poster & Demos Session 2019 on Publishing Papers with CEUR-WS co-located with 38th International Conference on Conceptual Modeling (ER 2019), 2019

Using Conceptual Modeling to Support Machine Learning.

Roman Lukyanenko, Arturo Castellanos, Jeffrey Parsons, Monica Chiarini Tremblay, Veda C. Storey

Proceedings of the Information Systems Engineering in Responsible Information Systems, 2019

2018

Beyond Micro-Tasks: Research Opportunities in Observational Crowdsourcing.

Roman Lukyanenko, Jeffrey Parsons

J. Database Manag., 2018

Categorization: A Source of Theory and Output of Research.

Fred Niederman, Roman Lukyanenko

Proceedings of the 2018 ACM SIGMIS Conference on Computers and People Research, 2018

Rethinking the role of conceptual modeling in the introductory IS curriculum.

Roman Lukyanenko

Proceedings of the International Conference on Information Systems, 2018

Artifact Sampling: Using Multiple Information Technology Artifacts to Increase Research Rigor.

Roman Lukyanenko, Jeffrey Parsons, Binny M. Samuel

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

Artifact Sampling in Experimental Conceptual Modeling Research.

Roman Lukyanenko, Jeffrey Parsons, Binny M. Samuel

Proceedings of the Advances in Conceptual Modeling, 2018

2017

Are All Classes Created Equal? Increasing Precision of Conceptual Modeling Grammars.

Roman Lukyanenko, Binny M. Samuel

ACM Trans. Manag. Inf. Syst., 2017

Information Quality Challenges in Shared Healthcare Decision Making.

Min Chen, Roman Lukyanenko, Monica Chiarini Tremblay

ACM J. Data Inf. Qual., 2017

Representing Crowd Knowledge: Guidelines for Conceptual Modeling of User-generated Content.

Roman Lukyanenko, Jeffrey Parsons, Yolanda F. Wiersma, Gisela Wachinger, Benjamin Huber, Robert Meldt

J. Assoc. Inf. Syst., 2017

Understanding Benefits and Limitations of Unstructured Data Collection for Repurposing Organizational Data.

Arturo Castellanos, Alfred Castillo, Roman Lukyanenko, Monica Chiarini Tremblay

Proceedings of the Information Systems: Research, Development, Applications, Education, 2017

Multi-Paradigmatic Theorizing: Mixing Design and Exploration.

Alireza Amrollahi, Roman Lukyanenko, Arturo Castellanos

Proceedings of the 23rd Americas Conference on Information Systems, 2017

2016

Participatory Design for User-generated Content: Understanding the challenges and moving forward.

Roman Lukyanenko, Jeffrey Parsons, Yolanda F. Wiersma, Renée Sieber, Mahed Maddah

Scand. J. Inf. Syst., 2016

Information Quality Research Challenge: Information Quality in the Age of Ubiquitous Digital Intermediation.

Roman Lukyanenko

ACM J. Data Inf. Qual., 2016

Designing Information as a By-Product.

Sruthi Yaramreddy, Kyle Knight, Nitin Ram Kona, Nitin Jain, Adriana Salgado, Roman Lukyanenko

Proceedings of the Tackling Society's Grand Challenges with Design Science, 2016

2015

Information Quality Research Challenge: Adapting Information Quality Principles to User-Generated Content.

Roman Lukyanenko, Jeffrey Parsons

ACM J. Data Inf. Qual., 2015

Extending Participatory Design Principles to Structured User-Generated Content.

Roman Lukyanenko, Jeffrey Parsons

Proceedings of the Nordic Contributions in IS Research, 2015

Principles for Modeling User-Generated Content.

Roman Lukyanenko, Jeffrey Parsons

Proceedings of the Conceptual Modeling - 34th International Conference, 2015

Guidelines for Establishing Instantiation Validity in IT Artifacts: A Survey of IS Research.

Roman Lukyanenko, Joerg Evermann, Jeffrey Parsons

Proceedings of the New Horizons in Design Science: Broadening the Research Agenda, 2015

2014

The IQ of the Crowd: Understanding and Improving Information Quality in Structured User-Generated Content.

Roman Lukyanenko, Jeffrey Parsons, Yolanda F. Wiersma

Inf. Syst. Res., 2014

The Impact of Conceptual Modeling on Dataset Completeness: A Field Experiment.

Roman Lukyanenko, Jeffrey Parsons, Yolanda F. Wiersma

Proceedings of the International Conference on Information Systems, 2014

Instantiation Validity in IS Design Research.

Roman Lukyanenko, Joerg Evermann, Jeffrey Parsons

Proceedings of the Advancing the Impact of Design Science: Moving from Theory to Practice, 2014

2013

Lightweight Conceptual Modeling for Crowdsourcing.

Roman Lukyanenko, Jeffrey Parsons

Proceedings of the Conceptual Modeling - 32th International Conference, 2013

Is Traditional Conceptual Modeling Becoming Obsolete?

Roman Lukyanenko, Jeffrey Parsons

Proceedings of the Conceptual Modeling - 32th International Conference, 2013

Reconciling Theories with Design Choices in Design Science Research.

Roman Lukyanenko, Jeffrey Parsons

Proceedings of the Design Science at the Intersection of Physical and Virtual Design, 2013

2012

Impact of Conceptual Modeling Approaches on Information Quality: Theory and Empirical Evidence.

Roman Lukyanenko, Jeffrey Parsons

Proceedings of the 17th International Conference on Information Quality, 2012

2011

Rethinking data quality as an outcome of conceptual modeling choices.

Roman Lukyanenko, Jeffrey Parsons

Proceedings of the 16th International Conference on Information Quality, 2011

Designing recommendation agents as extensions of individual users: similarity and identification in web personalization.

Roman Lukyanenko, Sherrie Y. X. Komiak

Proceedings of the International Conference on Information Systems, 2011

Unintended Consequences of Class-Based Ontological Commitment.

Roman Lukyanenko, Jeffrey Parsons

Proceedings of the Advances in Conceptual Modeling. Recent Developments and New Directions - ER 2011 Workshops FP-UML, MoRE-BI, Onto-CoM, SeCoGIS, Variability@ER, WISM, Brussels, Belgium, October 31, 2011

Citizen Science 2.0: Data Management Principles to Harness the Power of the Crowd.

Roman Lukyanenko, Jeffrey Parsons, Yolanda F. Wiersma

Proceedings of the Service-Oriented Perspectives in Design Science Research, 2011

A Survey of Cognitive Theories to Support Data Integration.

Roman Lukyanenko, Joerg Evermann

Proceedings of the A Renaissance of Information Technology for Sustainability and Global Competitiveness. 17th Americas Conference on Information Systems, 2011