World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
34
Citations
5547
World Ranking
12100
National Ranking
4926

Overview

Ian Gorton is affiliated with Northeastern University in the United States and works primarily in the field of Computer Science. Their research spans several subfields including Artificial Intelligence, Computer Networks and Communications, Information Systems and Management, and Social Psychology.

The scientist's work covers a range of topics that include Software System Performance and Reliability, Advanced Software Engineering Methodologies, Scientific Computing and Data Management, Topic Modeling, Mental Health via Writing, and Machine Learning in Healthcare.

Among their recent published papers are:

  • Observability Q&A, 2023, IEEE Software
  • Technical Credit, 2024, Communications of the ACM
  • WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks, 2023, arXiv (Cornell University)

Ian Gorton has collaborated frequently with several coauthors. Notable collaborators include Alessio Bucaioni, Patrizio Pelliccione, Liz Fong-Jones, Alf Larsson, and Manan Suri.

Their work has appeared in prominent publication venues such as Communications of the ACM, IEEE Software, and arXiv (Cornell University).

Best Publications

  • Measure it? Manage it? Ignore it? software practitioners and technical debt

    Neil A. Ernst;Stephany Bellomo;Ipek Ozkaya;Robert L. Nord

  • A survey of architecture design rationale

    Antony Tang;Muhammad Ali Babar;Ian Gorton;Jun Han

  • Comparison of scenario-based software architecture evaluation methods

    M.A. Babar;I. Gorton

  • Data-Intensive Computing in the 21st Century

    Ian Gorton;Paul Greenfield;Alex Szalay;Roy Williams

  • A Tool for Managing Software Architecture Knowledge

    Muhammad Ali Babar;Ian Gorton

  • The Changing Paradigm of Data-Intensive Computing

    R.T. Kouzes;G.A. Anderson;S.T. Elbert;I. Gorton

  • Issues in co-operative software engineering using globally distributed teams

    Ian Gorton;Sanjeev Motwani

  • Essential Software Architecture

    Ian Gorton

  • A quality-driven systematic approach for architecting distributed software applications

    Tariq Al-Naeem;Ian Gorton;Muhammed Ali Babar;Fethi Rabhi

  • Tradeoff and Sensitivity Analysis in Software Architecture Evaluation Using Analytic Hierarchy Process

    Liming Zhu;Aybüke Aurum;Ian Gorton;Ross Jeffery

  • Towards an engineering approach to component adaptation

    Steffen Becker;Antonio Brogi;Ian Gorton;Sven Overhage

  • Design-level performance prediction of component-based applications

    Y.Liu;I. Gorton;A. Fekete

  • Performance Evaluation of NoSQL Databases: A Case Study

    John Klein;Ian Gorton;Neil Ernst;Patrick Donohoe

  • Performance prediction of component-based applications

    Shiping Chen;Yan Liu;Ian Gorton;Anna Liu

  • Distribution, Data, Deployment: Software Architecture Convergence in Big Data Systems

    Ian Gorton;John Klein

  • CAmkES: A component model for secure microkernel-based embedded systems

    Ihor Kuz;Yan Liu;Ian Gorton;Gernot Heiser

  • A Framework for Supporting Architecture Knowledge and Rationale Management

    Muhammad Ali Babar;Ian Gorton;Barbara Kitchenham

  • UML Profiles for Design Decisions and Non-Functional Requirements

    Liming Zhu;Ian Gorton

  • A Survey of the Use and Documentation of Architecture Design Rationale

    A. Tang;M.A. Babar;I. Gorton;Jun Han

  • Behavior and performance of message-oriented middleware systems

    P. Tran;P. Greenfield;I. Gorton

Frequent Co-Authors

Muhammad Ali Babar
Muhammad Ali Babar University of Adelaide
Liming Zhu
Liming Zhu Commonwealth Scientific and Industrial Research Organisation
Len Bass
Len Bass Carnegie Mellon University
Susan S. Hubbard
Susan S. Hubbard Lawrence Berkeley National Laboratory
Stefan Finsterle
Stefan Finsterle Lawrence Berkeley National Laboratory
Rick Kazman
Rick Kazman University of Hawaii at Manoa
Raffaela Mirandola
Raffaela Mirandola Polytechnic University of Milan
Samuel Kounev
Samuel Kounev University of Würzburg
Alan Fekete
Alan Fekete University of Sydney
Jun Han
Jun Han Swinburne University of Technology

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