Jennifer Horkoff

Orcid: 0000-0002-2019-5277

Affiliations:
  • Chalmers and the University of Gothenburg, Sweden
  • University of Toronto, Canada (former)


According to our database1, Jennifer Horkoff authored at least 144 papers between 2005 and 2025.

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Bibliography

2025
Laws, Ethics, and Fairness in Software Engineering.
IEEE Softw., 2025

2024
Editorial Special issue on IEEE RE 2023.
Requir. Eng., December, 2024

Requirements and software engineering for automotive perception systems: an interview study.
Requir. Eng., March, 2024

Research Highlights in Evidence-Based Software Engineering.
IEEE Softw., 2024

Operationalizing Machine Learning Using Requirements-Grounded MLOps.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2024

Requirements Engineering and Machine Learning: Intentionality and the Crowd.
Proceedings of the 32nd IEEE International Requirements Engineering Conference, 2024

Scoping of Non-Functional Requirements for Machine Learning Systems.
Proceedings of the 32nd IEEE International Requirements Engineering Conference, 2024

Automating Requirements Review in the Automotive Sector: A Tailored AI Approach.
Proceedings of the 32nd IEEE International Requirements Engineering Conference, 2024

A Framework for Managing Quality Requirements for Machine Learning-Based Software Systems.
Proceedings of the Quality of Information and Communications Technology, 2024

Comparing Programming Language Models for Design Pattern Recognition.
Proceedings of the 21st IEEE International Conference on Software Architecture, 2024

2023
Philanthropic conference-based requirements engineering in time of pandemic and beyond.
Requir. Eng., June, 2023

Non-functional requirements for machine learning: understanding current use and challenges among practitioners.
Requir. Eng., June, 2023

Preface.
Data Knowl. Eng., May, 2023

In Memoriam - Professor Aditya Ghose.
Data Knowl. Eng., May, 2023

Privacy, Security, Soft Requirements, and Flaky Tests.
IEEE Softw., 2023

Requirements Engineering using Generative AI: Prompts and Prompting Patterns.
CoRR, 2023

RE-centric Recommendations for the Development of Trustworthy(er) Autonomous Systems.
Proceedings of the First International Symposium on Trustworthy Autonomous Systems, 2023

Requirements Engineering for Automotive Perception Systems: An Interview Study.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2023

Preface: The 4th International Workshop on Requirements Engineering for Artificial Intelligence (RE4AI'23).
Proceedings of the Joint Proceedings of REFSQ-2023 Workshops, 2023

Welcome from the RE 2023 Organizers.
Proceedings of the 31st IEEE International Requirements Engineering Conference, 2023

Comparing Word-Based and AST-Based Models for Design Pattern Recognition.
Proceedings of the 19th International Conference on Predictive Models and Data Analytics in Software Engineering, 2023

Design Patterns Understanding and Use in the Automotive Industry: An Interview Study.
Proceedings of the Product-Focused Software Process Improvement, 2023

The Effects of Native Language on Requirements Quality.
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Investigating ChatGPT's Potential to Assist in Requirements Elicitation Processes.
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023

TransDPR: Design Pattern Recognition Using Programming Language Models.
Proceedings of the ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2023

Automotive Perception Software Development: An Empirical Investigation into Data, Annotation, and Ecosystem Challenges.
Proceedings of the 2nd IEEE/ACM International Conference on AI Engineering, 2023

2022
Non-functional requirements for machine learning: an exploration of system scope and interest.
Proceedings of the 1st Workshop on Software Engineering for Responsible AI, 2022

Requirements Engineering for Software-Enabled Art: Challenges and Guidelines.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2022

Preface: 3rd Workshop on Requirements Engineering for Artificial Intelligence (RE4AI).
Proceedings of the Joint Proceedings of REFSQ-2022 Workshops, 2022

Invest in Splitting: User Story Splitting Within the Software Industry.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2022

Keynote - Requirements Engineering for Machine Learning: Non-functional Requirements as Core Functions.
Proceedings of the 30th IEEE International Requirements Engineering Conference Workshops, 2022

Chapter 10 Requirements Engineering Challenges and Practices in Large-Scale Agile System Development.
Proceedings of the Accelerating Digital Transformation - 10 Years of Software Center, 2022

2021
Managing Traceability Information Models: Not Such a Simple Task After All?
IEEE Softw., 2021

Requirements engineering challenges and practices in large-scale agile system development.
J. Syst. Softw., 2021

Requirements Engineering Course Material for First-Year Software Engineering Students.
Proceedings of the Joint Proceedings of REFSQ 2021 Workshops, 2021

Non-functional Requirements for Machine Learning: Understanding Current Use and Challenges in Industry.
Proceedings of the 29th IEEE International Requirements Engineering Conference, 2021

A Method for Modeling Data Anomalies in Practice.
Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

2020
Emerging Perspectives of Application Programming Interface Strategy: A Framework to Respond to Business Concerns.
IEEE Softw., 2020

Charting Coordination Needs in Large-Scale Agile Organisationswith Boundary Objects and Methodological Islands.
CoRR, 2020

Evaluating the Effects of Different Requirements Representations on Writing Test Cases.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2020

Preface: The International Workshop on Requirements Engineering for Artificial Intelligence (RE4AI 2020).
Proceedings of the Joint Proceedings of REFSQ-2020 Workshops, 2020

Using the Doughnut Model to Support Sustainable Quality Requirements in iStar.
Proceedings of the Thirteenth International iStar Workshop co-located with 28th IEEE International Requirements Engineering Conference (RE 2020), 2020

Charting Coordination Needs in Large-Scale Agile Organisations with Boundary Objects and Methodological Islands.
Proceedings of the ICSSP '20: International Conference on Software and System Processes, 2020

From RE Cares to SE Cares: software engineering for social good, one venue at a time.
Proceedings of the ICSE-SEIS '20: Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering: Software Engineering in Society, Seoul, South Korea, 27 June, 2020

Modeling and Analysis of Boundary Objects and Methodological Islands in Large-Scale Systems Development.
Proceedings of the Conceptual Modeling - 39th International Conference, 2020

2019
Requirements Engineering (RE) for Social Good: RE Cares [Requirements].
IEEE Softw., 2019

Goal-oriented requirements engineering: an extended systematic mapping study.
Requir. Eng., 2019

Special section: Extended papers from REFSQ 2018.
Inf. Softw. Technol., 2019

Creative goal modeling for innovative requirements.
Inf. Softw. Technol., 2019

Strategic API Analysis and Planning: APIS Technical Report.
CoRR, 2019

Non-Functional Requirements for Machine Learning: Challenges and New Directions.
Proceedings of the 27th IEEE International Requirements Engineering Conference, 2019

Towards Effective Assessment for Social Engineering Attacks.
Proceedings of the 27th IEEE International Requirements Engineering Conference, 2019

Challenges of Scaled Agile for Safety-Critical Systems.
Proceedings of the Product-Focused Software Process Improvement, 2019

A Modeling Approach for Bioinformatics Workflows.
Proceedings of the Practice of Enterprise Modeling, 2019

2018
Holistic security requirements analysis for socio-technical systems.
Softw. Syst. Model., 2018

Involving External Stakeholders in Project Courses.
ACM Trans. Comput. Educ., 2018

Enterprise Modeling for Business Agility.
Bus. Inf. Syst. Eng., 2018

Interview with Anne Persson on "The Practice of Enterprise Modeling".
Bus. Inf. Syst. Eng., 2018

T-Reqs: Tool Support for Managing Requirements in Large-Scale Agile System Development.
Proceedings of the 26th IEEE International Requirements Engineering Conference, 2018

Efficiency and Effectiveness of Requirements Elicitation Techniques for Children.
Proceedings of the 26th IEEE International Requirements Engineering Conference, 2018

The Influence of Agile Methods on Requirements Engineering Courses.
Proceedings of the 8th IEEE International Workshop on Requirements Engineering Education and Training, 2018

Experiences with Teaching EARS to First-Year Software Engineering Students.
Proceedings of the 1st International Workshop on Easy Approach to Requirements Syntax, 2018

Managing Organizatinal Resources as Platform Boundary Resources.
Proceedings of the 12th Mediterranean Conference on Information Systems, 2018

Modeling Support for Strategic API Planning and Analysis.
Proceedings of the Software Business - 9th International Conference, 2018

Generative secure design, defined.
Proceedings of the 40th International Conference on Software Engineering: New Ideas and Emerging Results, 2018

Effects of automated competency evaluation on software engineers' emotions and motivation: a case study.
Proceedings of the 3rd International Workshop on Emotion Awareness in Software Engineering, 2018

Experiences Applying \hbox e^3 Value Modeling in a Cross-Company Study.
Proceedings of the Conceptual Modeling - 37th International Conference, 2018

Planning with Strategic Goals.
Proceedings of the 22nd IEEE International Enterprise Distributed Object Computing Conference, 2018

What Do Agile Teams Find Important for Their Success?
Proceedings of the 25th Asia-Pacific Software Engineering Conference, 2018

2017
Challenges of Aligning Requirements Engineering and System Testing in Large-Scale Agile: A Multiple Case Study.
Proceedings of the IEEE 25th International Requirements Engineering Conference Workshops, 2017

Quality Requirements in Agile as a Knowledge Management Problem: More than Just-in-Time.
Proceedings of the IEEE 25th International Requirements Engineering Conference Workshops, 2017

Goals, Workflow, and Value: Case Study Experiences with Three Modeling Frameworks.
Proceedings of the Practice of Enterprise Modeling, 2017

Using Goal Models to Visualize and Prioritize Requirements for Learning Management Systems.
Proceedings of the 5th Symposium on Conceptual Modeling Education and the 2nd International iStar Teaching Workshop co-located with the 36th International Conference on Conceptual Modeling (ER 2017), 2017

2016
Interactive goal model analysis for early requirements engineering.
Requir. Eng., 2016

Desiree: a Refinement Calculus for Requirements Problems.
CoRR, 2016

iStar 2.0 Language Guide.
CoRR, 2016

Goal-Oriented Requirements Engineering: A Systematic Literature Map.
Proceedings of the 24th IEEE International Requirements Engineering Conference, 2016

Stimulating Stakeholders' Imagination: New Creativity Triggers for Eliciting Novel Requirements.
Proceedings of the 24th IEEE International Requirements Engineering Conference, 2016

Security attack analysis using attack patterns.
Proceedings of the Tenth IEEE International Conference on Research Challenges in Information Science, 2016

An Empirical Evaluation Roadmap for iStar 2.0.
Proceedings of the Ninth International i* Workshop co-located with 24th International Conference on Requirements Engineering (RE 2016), 2016

Understanding Challenges and Tradeoffs in iStar Tool Development.
Proceedings of the Ninth International i* Workshop co-located with 24th International Conference on Requirements Engineering (RE 2016), 2016

Creative Leaf: A Creative iStar Modeling Tool.
Proceedings of the Ninth International i* Workshop co-located with 24th International Conference on Requirements Engineering (RE 2016), 2016

Engineering Requirements with Desiree: An Empirical Evaluation.
Proceedings of the Advanced Information Systems Engineering, 2016

2015
Report on the First International i* Teaching Workshop (iStarT): June 9th, Co-located with the Conference on Advanced Information Systems Engineering (CAiSE'15), Stockholm, Sweden.
ACM SIGSOFT Softw. Eng. Notes, 2015

Using Goal Models Downstream: A Systematic Roadmap and Literature Review.
Int. J. Inf. Syst. Model. Des., 2015

Analyzing and Enforcing Security Mechanisms on Requirements Specifications.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2015

From Stakeholder Requirements to Formal Specifications Through Refinement.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2015

Creativity and Conceptual Modeling for Requirements Engineering.
Proceedings of the Joint Proceedings of REFSQ-2015 Workshops, 2015

Holistic security requirements analysis: An attacker's perspective.
Proceedings of the 23rd IEEE International Requirements Engineering Conference, 2015

Property-Based Methods for Collaborative Model Development.
Proceedings of the Joint Proceedings of the 3rd International Workshop on the Globalization Of Modeling Languages and the 9th International Workshop on Multi-Paradigm Modeling co-located with ACM/IEEE 18th International Conference on Model Driven Engineering Languages and Systems, 2015

A Holistic Approach to Attack Modeling and Analysis.
Proceedings of the Eighth International i*Workshop, 2015

Suppporting Creative RE with i.
Proceedings of the Eighth International i*Workshop, 2015

Analyzing Attack Strategies Through Anti-goal Refinement.
Proceedings of the Practice of Enterprise Modeling, 2015

The Importance of Teaching Systematic Analysis for Conceptual Models: An Experience Report.
Proceedings of the Advances in Conceptual Modeling, 2015

Creativity and Goal Modeling for Software Requirements Engineering.
Proceedings of the 2015 ACM SIGCHI Conference on Creativity and Cognition, 2015

Teaching i* Alongside a Contrasting Modeling Framework.
Proceedings of the 1st International iStar Teaching Workshop co-located with the 27th International Conference on Advanced Information Systems Engineering (CAiSE 2015), 2015

The Importance of Teaching Goal-Oriented Analysis Techniques: an Experience Report.
Proceedings of the 1st International iStar Teaching Workshop co-located with the 27th International Conference on Advanced Information Systems Engineering (CAiSE 2015), 2015

Observational Studies of new i* Users: Challenges and Recommendations.
Proceedings of the 1st International iStar Teaching Workshop co-located with the 27th International Conference on Advanced Information Systems Engineering (CAiSE 2015), 2015

On the Learnability of i*: Experiences from a New Teacher.
Proceedings of the 1st International iStar Teaching Workshop co-located with the 27th International Conference on Advanced Information Systems Engineering (CAiSE 2015), 2015

Instructional Experiences with Modeling and Analysis using the i* Framework.
Proceedings of the 1st International iStar Teaching Workshop co-located with the 27th International Conference on Advanced Information Systems Engineering (CAiSE 2015), 2015

2014
Strategic business modeling: representation and reasoning.
Softw. Syst. Model., 2014

Non-functional requirements as qualities, with a spice of ontology.
Proceedings of the IEEE 22nd International Requirements Engineering Conference, 2014

Supporting early decision-making in the presence of uncertainty.
Proceedings of the IEEE 22nd International Requirements Engineering Conference, 2014

Applying knowledge representation and reasoning to (simple) goal models.
Proceedings of the IEEE 1st International Workshop on Artificial Intelligence for Requirements Engineering, 2014

Taking goal models downstream: A systematic roadmap.
Proceedings of the IEEE 8th International Conference on Research Challenges in Information Science, 2014

Integrating Security Patterns with Security Requirements Analysis Using Contextual Goal Models.
Proceedings of the Practice of Enterprise Modeling - 7th IFIP WG 8.1 Working Conference, 2014

An Ontological Interpretation of Non-Functional Requirements.
Proceedings of the Formal Ontology in Information Systems, 2014

Evaluating Modeling Languages: An Example from the Requirements Domain.
Proceedings of the Conceptual Modeling - 33rd International Conference, 2014

A Prototype Tool for Modeling and Analyzing Security Requirements from A Holistic Viewpoint.
Proceedings of the Joint Proceedings of the CAiSE 2014 Forum and CAiSE 2014 Doctoral Consortium co-located with the 26th International Conference on Advanced Information Systems Engineering (CAiSE 2014), 2014

Dealing with Security Requirements for Socio-Technical Systems: A Holistic Approach.
Proceedings of the Advanced Information Systems Engineering, 2014

2013
Managing requirements uncertainty with partial models.
Requir. Eng., 2013

Comparison and evaluation of goal-oriented satisfaction analysis techniques.
Requir. Eng., 2013

Runtime goal models: Keynote.
Proceedings of the IEEE 7th International Conference on Research Challenges in Information Science, 2013

Non-Functional Requirements Revisited.
Proceedings of the 6th International <i>i*</i> Workshop 2013, 2013

Uncertainty in Goal and Law Modeling and Analysis.
Proceedings of the 6th International <i>i*</i> Workshop 2013, 2013

BIM-Tool: Modeling and Reasoning Support for Strategic Business Models.
Proceedings of the 6th International <i>i*</i> Workshop 2013, 2013

Improved GRL Modeling and Analysis with jUCMNav 5.
Proceedings of the 6th International <i>i*</i> Workshop 2013, 2013

Requirements models for design- and runtime: a position paper.
Proceedings of the 5th International Workshop on Modeling in Software Engineering, 2013

2012
Iterative, Interactive Analysis of Agent-goal Models for Early Requirements Engineering.
PhD thesis, 2012

Managing requirements uncertainty with partial models.
Proceedings of the 2012 20th IEEE International Requirements Engineering Conference (RE), 2012

Making Data Meaningful: The Business Intelligence Model and Its Formal Semantics in Description Logics.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012

Preface to the Fourth International Workshop on Requirements, Intentions, and Goals in Conceptual Modeling (RIGiM 2012).
Proceedings of the Advances in Conceptual Modeling, 2012

Experiences in Mapping the Business Intelligence Model to Description Logics, and the Case for Parametric Concepts.
Proceedings of the 2012 International Workshop on Description Logics, 2012

2011
Analyzing goal models: different approaches and how to choose among them.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

OpenOME: An Open-source Goal and Agent-Oriented Model Drawing and Analysis Tool.
Proceedings of the 5<sup>th</sup> International <i>i</i>* Workshop 2011, 2011

Detecting Judgment Inconsistencies to Encourage Model Iteration in Interactive <i>i</i>* Analysis.
Proceedings of the 5<sup>th</sup> International <i>i</i>* Workshop 2011, 2011

2010
Interactive Analysis of Agent-Goal Models in Enterprise Modeling.
Int. J. Inf. Syst. Model. Des., 2010

Evaluating goal models within the goal-oriented requirement language.
Int. J. Intell. Syst., 2010

A Framework for Iterative, Interactive Analysis of Agent-Goal Models in Early Requirements Engineering.
Proceedings of the 4<sup>th</sup> International <i>i</i>* Workshop, 2010

Interactive Goal Model Analysis Applied - Systematic Procedures versus Ad hoc Analysis.
Proceedings of the Practice of Enterprise Modeling - Third IFIP WG 8.1 Working Conference, 2010

Finding Solutions in Goal Models: An Interactive Backward Reasoning Approach.
Proceedings of the Conceptual Modeling, 2010

2009
Evaluating Goal Achievement in Enterprise Modeling - An Interactive Procedure and Experiences.
Proceedings of the Practice of Enterprise Modeling, Second IFIP WG 8.1 Working Conference, 2009

Integrating sustainability in decision-making processes: A modelling strategy.
Proceedings of the 31st International Conference on Software Engineering, 2009

A Lightweight GRL Profile for i* Modeling.
Proceedings of the Advances in Conceptual Modeling - Challenging Perspectives, 2009

Collaborative social modeling for designing a patient wellness tracking system in a nurse-managed health care center.
Proceedings of the 4th International Conference on Design Science Research in Information Systems and Technology, 2009

A Qualitative, Interactive Evaluation Procedure for Goal- and Agent-Oriented Models.
Proceedings of the Forum at the CAiSE 2009 Conference, 2009

2008
Can Patterns Improve i* Modeling? Two Exploratory Studies.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2008

Qualitative, Interactive, Backward Analysis of i* Models.
Proceedings of the 3rd International i* Workshop, Recife, Brazil, February 11-12, 2008, 2008

Fostering Investigation, Collaboration, and Evaluation: the i* Wiki Experience.
Proceedings of the 3rd International i* Workshop, Recife, Brazil, February 11-12, 2008, 2008

Reflective Analysis of the Syntax and Semantics of the i* Framework.
Proceedings of the Advances in Conceptual Modeling - Challenges and Opportunities, 2008

2007
A Framework for Empirical Evaluation of Model Comprehensibility.
Proceedings of the International Workshop on Modeling in Software Engineering, 2007

Analyzing Knowledge Transfer Effectiveness--An Agent-Oriented Modeling Approach.
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

2006
Analyzing trust in technology strategies.
Proceedings of the 2006 International Conference on Privacy, 2006

2005
Do Viewpoints Lead to Better Conceptual Models? An Exploratory Case Study.
Proceedings of the 13th IEEE International Conference on Requirements Engineering (RE 2005), 29 August, 2005


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