Sam Supakkul

According to our database, Sam Supakkul authored at least 35 papers between 2004 and 2025.

Collaborative distances:

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

2025

Generating Synthetic Nonfunctional Requirements using Large Language Models for Training Machine Learning Classifiers (S).

To Kim Bao Pham, Ahmad AlShomar, Sam Supakkul, Tom Hill, Lawrence Chung

Proceedings of the 37th International Conference on Software Engineering and Knowledge Engineering, 2025

Teaching LLMs Non-Functional Requirements Modeling: A Grammar and RAG Approach.

Ahmad AlShomar, Sam Supakkul, To Kim Bao Pham, Tom Hill, Lawrence Chung

Proceedings of the IEEE International Conference on Software Services Engineering, 2025

2024

Service-Oriented Requirements Elicitation Through Systematic Questionnaire Design: A Problem-Driven GenAI Approach.

Julie R. Rauer, To Kim Bao Pham, Sam Supakkul, Tom Hill, Lawrence Chung

Proceedings of the Service-Oriented Computing - 22nd International Conference, 2024

2021

A Goal-Oriented Approach for Preparing a Machine-Learning Dataset to Support Business Problem Validation.

Robert Ahn, Sam Supakkul, Liping Zhao, Kirthy Kolluri, Tom Hill, Lawrence Chung

Proceedings of the IEEE Intl Conf on Dependable, 2021

Validating Business Problem Hypotheses: A Goal-Oriented and Machine Learning-Based Approach.

Robert Ahn, Sam Supakkul, Liping Zhao, Kirthy Kolluri, Tom Hill, Lawrence Chung

Proceedings of the Big Data - BigData 2021, 2021

Discovering Business Problems Using Problem Hypotheses: A Goal-Oriented and Machine Learning-Based Approach.

Robert Ahn, Ronaldo Gonçalves Junior, Tom Hill, Lawrence Chung, Sam Supakkul, Liping Zhao

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

2020

A Big Data Conceptual Model to Improve Quality of Business Analytics.

Grace Park, Lawrence Chung, Haan Johng, Vijayan Sugumaran, Sooyong Park, Liping Zhao, Sam Supakkul

Proceedings of the Research Challenges in Information Science, 2020

Validating Goal-Oriented Hypotheses of Business Problems Using Machine Learning: An Exploratory Study of Customer Churn.

Sam Supakkul, Robert Ahn, Ronaldo Gonçalves Junior, Diana Villarreal, Liping Zhao, Tom Hill, Lawrence Chung

Proceedings of the Big Data - BigData 2020, 2020

2019

Micro-business Requirements Patterns in Practice: Remote Communities in Developing Nations.

R. J. Macasaet, Manuel Noguera, María Luisa Rodríguez, José Luis Garrido, Sam Supakkul, Lawrence Chung

J. Univers. Comput. Sci., 2019

2017

Report from the 6th International Workshop on Requirements Patterns (RePa'16).

Julio César Sampaio do Prado Leite, Liping Zhao, Sylwia Kopczynska, Sam Supakkul, Lawrence Chung

ACM SIGSOFT Softw. Eng. Notes, 2017

A Goal-Oriented Big Data Analytics Framework for Aligning with Business.

Grace Park, Lawrence Chung, Liping Zhao, Sam Supakkul

Proceedings of the Third IEEE International Conference on Big Data Computing Service and Applications, 2017

2016

Welcome to the Sixth International Workshop on Requirements Patterns (RePa).

Lawrence Chung, Sylwia Kopczynska, Julio César Sampaio do Prado Leite, Sam Supakkul, Liping Zhao

Proceedings of the 24th IEEE International Requirements Engineering Conference, 2016

GOMA: Supporting Big Data Analytics with a Goal-Oriented Approach.

Sam Supakkul, Liping Zhao, Lawrence Chung

Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

2014

Representing Micro-Business Requirements Patterns with Associated Software Components.

R. J. Macasaet, Manuel Noguera, María Luisa Rodríguez, José Luis Garrido, Sam Supakkul, Lawrence Chung

Int. J. Inf. Syst. Model. Des., 2014

2013

A goal-oriented simulation approach for obtaining good private cloud-based system architectures.

Lawrence Chung, Tom Hill, Owolabi Legunsen, Zhenzhou Sun, Adip Dsouza, Sam Supakkul

J. Syst. Softw., 2013

PLANT: A pattern language for transforming scenarios into requirements models.

Ye Wang, Liping Zhao, Xinyu Wang, Xiaohu Yang, Sam Supakkul

Int. J. Hum. Comput. Stud., 2013

A requirements-based approach for representing micro-business patterns.

R. J. Macasaet, Manuel Noguera, María Luisa Rodríguez, José Luis Garrido, Sam Supakkul, Lawrence Chung

Proceedings of the IEEE 7th International Conference on Research Challenges in Information Science, 2013

Modeling and Tracing Stakeholders' Goals across Notations using RE-Tools.

Sam Supakkul, Lawrence Chung, R. J. Macasaet, José Luis Garrido, María Luisa Rodríguez, Manuel Noguera

Proceedings of the 6th International <i>i*</i> Workshop 2013, 2013

A Pattern Approach to Dealing with NFRs in Ubiquitous Systems.

Tomás Ruiz-López, José Luis Garrido, Sam Supakkul, Lawrence Chung

Proceedings of the CAiSE'13 Forum at the 25th International Conference on Advanced Information Systems Engineering (CAiSE), 2013

2012

Rule-based context-aware adaptation: a goal-oriented approach.

Hongyuan Wang, Rutvij Mehta, Lawrence Chung, Sam Supakkul, LiGuo Huang

Int. J. Pervasive Comput. Commun., 2012

The RE-Tools: A multi-notational requirements modeling toolkit.

Sam Supakkul, Lawrence Chung

Proceedings of the 2012 20th IEEE International Requirements Engineering Conference (RE), 2012

Micro-business behavior patterns associated with components in a requirements approach.

R. J. Macasaet, Manuel Noguera, María Luisa Rodríguez, José Luis Garrido, Sam Supakkul, Lawrence Chung

Proceedings of the Second Edition of the International Workshop on Experiences and Empirical Studies in Software Modelling, 2012

2011

Goal-Oriented Software Architecting.

Lawrence Chung, Sam Supakkul, Nary Subramanian, José Luis Garrido, Manuel Noguera, María Visitación Hurtado, María Luisa Rodríguez, Kawtar Benghazi Akhlaki

Proceedings of the Relating Software Requirements and Architectures., 2011

2010

An NFR Pattern Approach to Dealing with NFRs.

Sam Supakkul, Tom Hill, Lawrence Chung, Thein Than Tun, Julio César Sampaio do Prado Leite

Proceedings of the RE 2010, 18th IEEE International Requirements Engineering Conference, Sydney, New South Wales, Australia, September 27, 2010

Run-time monitoring of system performance: A goal-oriented and system architecture simulation approach.

Tom Hill, Sam Supakkul, Lawrence Chung

Proceedings of the First International Workshop on [e-mail], 2010

2009

Extending Problem Frames to deal with stakeholder problems: An Agent- and Goal-Oriented Approach.

Sam Supakkul, Lawrence Chung

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Capturing, Organizing, and Reusing Knowledge of NFRs: An NFR Pattern Approach.

Sam Supakkul, Tom Hill, Ebenezer Akin Oladimeji, Lawrence Chung

Proceedings of the Second International Workshop on Managing Requirements Knowledge, 2009

Confirming and Reconfirming Architectural Decisions on Scalability: A Goal-Driven Simulation Approach.

Tom Hill, Sam Supakkul, Lawrence Chung

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2009 Workshops, 2009

2007

A Model-driven Approach to Architecting Secure Software.

Ebenezer A. Oladimeji, Sam Supakkul, Lawrence Chung

Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), 2007

2006

Applying a Goal-Oriented Method for Hazard Analysis: A Case Study.

Sam Supakkul, Lawrence Chung

Proceedings of the Fourth International Conference on Software Engineering, 2006

Toward component non-functional interoperability analysis: A UML-based and goal-oriented approach.

Sam Supakkul, Ebenezer A. Oladimeji, Lawrence Chung

Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

Capturing and reusing functional and non-functional requirements knowledge: A goal-object pattern approach.

Lawrence Chung, Sam Supakkul

Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

Representing Security Goals, Policies, and Objects.

Ebenezer A. Oladimeji, Sam Supakkul, Lawrence Chung

Proceedings of the 5th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2006) and 1st IEEE/ACIS International Workshop on Component-Based Software Engineering, 2006

2005

A UML Profile for Goal-Oriented and Use Case-Driven Representation of NFRs and FRs.

Sam Supakkul, Lawrence Chung

Proceedings of the Third ACIS International Conference on Software Engineering, 2005

2004

Representing NFRs and FRs: A Goal-Oriented and Use Case Driven Approach.

Lawrence Chung, Sam Supakkul

Proceedings of the Software Engineering Research, 2004