All Stories

  1. Saga: Understanding Stories in Mobile App Reviews

    Article • ACM Transactions on the Web, October 2025, ACM (Association for Computing Machinery)

    Munindar Singh

  2. Understanding Mobile App Reviews for Misuse Audits

    Article • Communications of the ACM, July 2025, ACM (Association for Computing Machinery)

    Munindar Singh, Vaibhav Garg

  3. Optimizing Effectiveness and Defense of Drone Surveillance Missions via Honey Drones

    Article • ACM Transactions on Internet Technology, October 2024, ACM (Association for Computing Machinery)

    Zelin Wan, Munindar Singh

  4. Protect Mission Drone: Deception with AI or Game Theory

    Article • October 2023, ACM (Association for Computing Machinery)

    Munindar Singh, Zelin Wan

  5. Prosocial Norm Emergence in Multi-agent Systems

    Article • ACM Transactions on Autonomous and Adaptive Systems, June 2022, ACM (Association for Computing Machinery)

    Munindar Singh

  6. Governance of Autonomous Agents on the Web: Challenges and Opportunities

    Article • ACM Transactions on Internet Technology, February 2022, ACM (Association for Computing Machinery)

    Munindar Singh

  7. Role-Based Deception in Enterprise Networks

    Article • April 2021, ACM (Association for Computing Machinery)

    Munindar Singh

  8. Caspar

    Article • June 2020, ACM (Association for Computing Machinery)

    Munindar Singh

  9. In Opinion Holders’ Shoes: Modeling Cumulative Influence for View Change in Online Argumentation

    Article • April 2020, ACM (Association for Computing Machinery)

    Munindar Singh

  10. GoCo: planning expressive commitment protocols

    Article • Autonomous Agents and Multi-Agent Systems, April 2018, Springer Science + Business Media

    Munindar Singh

  11. Blockchains for Business Process Management - Challenges and Opportunities

    Article • ACM Transactions on Management Information Systems, March 2018, ACM (Association for Computing Machinery)

    prof.dr.ir. Wil van der Aalst, Professor Jan vom Brocke, The Benjamin and Florence Free Chaired Professor Avigdor Gal, Munindar Singh, Stefan Schulte, Marlon Dumas, Dr Guido Governatori

  12. Triaging Patient Complaints: Monte Carlo Cross-Validation of Six Machine Learning Classifiers

    Article • JMIR Medical Informatics, July 2017, JMIR Publications Inc.

    Munindar Singh

  13. Sharing Policies in Multiuser Privacy Scenarios

    Article • ACM Transactions on Computer-Human Interaction, March 2017, ACM (Association for Computing Machinery)

    Munindar Singh, Ricard L. Fogues

  14. Platys

    Article • ACM Transactions on Software Engineering and Methodology, May 2015, ACM (Association for Computing Machinery)

    Munindar Singh

  15. Modeling analytics as knowledge work: Computing meets organizational psychology

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Nirav Ajmeri, Munindar Singh

  16. Understanding sanction under variable observability in a secure, collaborative environment

    Article • April 2015, ACM (Association for Computing Machinery)

    Nirav Ajmeri, Munindar Singh

  17. Understanding Location-Based User Experience

    Article • IEEE Internet Computing, November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  18. Protos: Foundations for engineering innovative sociotechnical systems

    Article • August 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Fatma Basak Aydemir, Munindar Singh

  19. The thing itself speaks: Accountability as a foundation for requirements in sociotechnical systems

    Article • August 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  20. Mining Contracts for Business Events and Temporal Constraints in Service Engagements

    Article • IEEE Transactions on Services Computing, July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  21. Bliss: Specifying Declarative Service Protocols

    Article • June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  22. Muon: designing multiagent communication protocols from interaction scenarios

    Article • Autonomous Agents and Multi-Agent Systems, May 2014, Springer Science + Business Media

    Munindar Singh

  23. Argument schemes for reasoning about trust

    Article • Argument & Computation, May 2014, Taylor & Francis

    Munindar Singh

  24. Engineering Service Engagements via Commitments

    Article • IEEE Internet Computing, May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  25. Exploiting sentiment homophily for link prediction

    Article • January 2014, ACM (Association for Computing Machinery)

    Munindar Singh

  26. Licit: Administering Usage Licenses in Federated Environments

    Article • IEEE Transactions on Services Computing, January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  27. Norms as a basis for governing sociotechnical systems

    Article • ACM Transactions on Intelligent Systems and Technology, December 2013, ACM (Association for Computing Machinery)

    Munindar Singh

  28. Augmented Reality Interfaces

    Article • IEEE Internet Computing, November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  29. TOIT Administrative Updates

    Article • ACM Transactions on Internet Technology, July 2013, ACM (Association for Computing Machinery)

    Munindar Singh

  30. Vision for TOIT

    Article • ACM Transactions on Internet Technology, July 2013, ACM (Association for Computing Machinery)

    Munindar Singh

  31. Adaptive Process Execution in a Service Cloud: Service Selection and Scheduling Based on Machine Learning

    Article • June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  32. Monitoring Commitments in People-Driven Service Engagements

    Article • June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  33. Formalizing and verifying protocol refinements

    Article • ACM Transactions on Intelligent Systems and Technology, March 2013, ACM (Association for Computing Machinery)

    Munindar Singh

  34. Introduction to special section on trust in multiagent systems

    Article • ACM Transactions on Intelligent Systems and Technology, March 2013, ACM (Association for Computing Machinery)

    Munindar Singh

  35. Research directions in agent communication

    Article • ACM Transactions on Intelligent Systems and Technology, March 2013, ACM (Association for Computing Machinery)

    Munindar Singh

  36. Shin: Generalized Trust Propagation with Limited Evidence

    Article • Computer, March 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  37. Can’t We All Just Get Along?

    Article • January 2013, Springer Science + Business Media

    Munindar Singh

  38. Collaborative assessment of functional reliability in wireless networks

    Article • October 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  39. Behind the Curtain: Service Selection via Trust in Composite Services

    Article • June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  40. Platys Social: Relating Shared Places and Private Social Circles

    Article • IEEE Internet Computing, May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  41. Agent-based organisational governance of services

    Article • Multiagent and Grid Systems An International Journal of Data Science and Artificial Intelligence, January 2012, IOS Press

    Munindar Singh

  42. Emerging Properties of Knowledge Sharing Referral Networks: Considerations of Effectiveness and Fairness

    Article • January 2012, Springer Science + Business Media

    Munindar Singh

  43. Mining Business Contracts for Service Exceptions

    Article • IEEE Transactions on Services Computing, January 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  44. Relating Goal and Commitment Semantics

    Article • January 2012, Springer Science + Business Media

    Munindar Singh

  45. Specifying and Verifying Cross-Organizational Business Models: An Agent-Oriented Approach

    Article • IEEE Transactions on Services Computing, January 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  46. The Evolution of Interoperability

    Article • January 2012, Springer Science + Business Media

    Munindar Singh

  47. Generalized framework for personalized recommendations in agent networks

    Article • Autonomous Agents and Multi-Agent Systems, November 2011, Springer Science + Business Media

    Munindar Singh

  48. Colaba: Collaborative design of cross-organizational processes

    Article • August 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  49. LoST: Local State Transfer -- An Architectural Style for the Distributed Enactment of Business Protocols

    Article • July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  50. Self-Renewing Applications

    Article • IEEE Internet Computing, July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  51. Intertemporal Discount Factors as a Measure of Trustworthiness in Electronic Commerce

    Article • IEEE Transactions on Knowledge and Data Engineering, May 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  52. Trustworthy Service Selection and Composition

    Article • ACM Transactions on Autonomous and Adaptive Systems, February 2011, ACM (Association for Computing Machinery)

    Munindar Singh

  53. A Probabilistic Approach for Maintaining Trust Based on Evidence

    Article • Journal of Artificial Intelligence Research, January 2011, AI Access Foundation

    Munindar Singh

  54. Analyzing Contract Robustness through a Model of Commitments

    Article • January 2011, Springer Science + Business Media

    Munindar Singh

  55. Formal Methods in Agent-Oriented Software Engineering

    Article • January 2011, Springer Science + Business Media

    Munindar Singh

  56. Methodology for Engineering Affective Social Applications

    Article • January 2011, Springer Science + Business Media

    Munindar Singh

  57. Koko: an architecture for affect-aware games

    Article • Autonomous Agents and Multi-Agent Systems, December 2010, Springer Science + Business Media

    Munindar Singh

  58. Evidence-based trust

    Article • ACM Transactions on Autonomous and Adaptive Systems, November 2010, ACM (Association for Computing Machinery)

    Munindar Singh

  59. Normative Multiagent Systems: Guest Editors' Introduction

    Article • Logic Journal of IGPL, January 2010, Oxford University Press (OUP)

    Munindar Singh

  60. Abstracting and Applying Business Modeling Patterns from RosettaNet

    Article • January 2010, Springer Science + Business Media

    Munindar Singh

  61. Correctness Properties for Multiagent Systems

    Article • January 2010, Springer Science + Business Media

    Munindar Singh

  62. Elements of a Business-Level Architecture for Multiagent Systems

    Article • January 2010, Springer Science + Business Media

    Munindar Singh

  63. From Quality to Utility: Adaptive Service Selection Framework

    Article • January 2010, Springer Science + Business Media

    Munindar Singh

  64. Incorporating Expectations as a Basis for Business Service Selection

    Article • January 2010, Springer Science + Business Media

    Munindar Singh

  65. Information Sharing among Autonomous Agents in Referral Networks

    Article • January 2010, Springer Science + Business Media

    Munindar Singh

  66. Internet predictions [Guest editor's introduction

    Article • IEEE Internet Computing, January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  67. Programming Multiagent Systems without Programming Agents

    Article • January 2010, Springer Science + Business Media

    Munindar Singh

  68. Requirements as Goals and Commitments Too

    Article • January 2010, Springer Science + Business Media

    Munindar Singh

  69. Commitment-Based Service-Oriented Architecture

    Article • Computer, November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  70. Amoeba

    Article • ACM Transactions on Software Engineering and Methodology, October 2009, ACM (Association for Computing Machinery)

    Munindar Singh

  71. Architecture for Affective Social Games

    Article • January 2009, Springer Science + Business Media

    Munindar Singh

  72. Business Modeling via Commitments

    Article • January 2009, Springer Science + Business Media

    Munindar Singh

  73. Enhancing Tropos with Commitments

    Article • January 2009, Springer Science + Business Media

    Munindar Singh

  74. Design Patterns for Policy-Based Service Engagements

    Article • June 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  75. Incorporating Events into Cross-Organizational Business Processes

    Article • IEEE Internet Computing, March 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  76. Virtual Organizations [Guest Editors' Introduction]

    Article • IEEE Internet Computing, March 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  77. Message from Program Chairs

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  78. Interoperation in Protocol Enactment

    Article • January 2008, Springer Science + Business Media

    Munindar Singh

  79. Logic-Based Agent Verification

    Article • Journal of Applied Logic, June 2007, Elsevier

    Munindar Singh

  80. An event-driven approach for agent-based business process enactment

    Article • January 2007, ACM (Association for Computing Machinery)

    Munindar Singh

  81. Choice and interoperation in protocol enactment

    Article • January 2007, ACM (Association for Computing Machinery)

    Munindar Singh

  82. Dynamics of contracts-based organizations

    Article • January 2007, ACM (Association for Computing Machinery)

    Munindar Singh

  83. Enacting protocols by commitment concession

    Article • January 2007, ACM (Association for Computing Machinery)

    Munindar Singh

  84. Engineering Foreign Exchange Processes via Commitment Protocols

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  85. Governance of Cross-Organizational Service Agreements: A Policy-Based Approach

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  86. InterPol

    Article • January 2007, ACM (Association for Computing Machinery)

    Munindar Singh

  87. Toward verification of commitment protocols and their compositions

    Article • January 2007, ACM (Association for Computing Machinery)

    Munindar Singh

  88. Business Process Adaptations via Protocols

    Article • September 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  89. Multiagent Policy Architecture for Virtual Business Organizations

    Article • September 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  90. An algebra for commitment protocols

    Article • Autonomous Agents and Multi-Agent Systems, April 2006, Springer Science + Business Media

    Munindar Singh

  91. An overview of business process adaptations via protocols

    Article • January 2006, ACM (Association for Computing Machinery)

    Munindar Singh

  92. Contextualizing commitment protocol

    Article • January 2006, ACM (Association for Computing Machinery)

    Munindar Singh

  93. Incorporating Commitment Protocols into Tropos

    Article • January 2006, Springer Science + Business Media

    Munindar Singh

  94. OWL-P: A Methodology for Business Process Development

    Article • January 2006, Springer Science + Business Media

    Munindar Singh

  95. Specifying and resolving preferences among agent interaction patterns

    Article • January 2006, ACM (Association for Computing Machinery)

    Munindar Singh

  96. Interaction protocols as design abstractions for business processes

    Article • IEEE Transactions on Software Engineering, December 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  97. Research Directions for Service-Oriented Multiagent Systems

    Article • IEEE Internet Computing, November 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh, TIm Finin

  98. Engineering Self-Organizing Referral Networks for Trustworthy Service Selection

    Article • IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans, May 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  99. Enabling Persistent Web Services via Commitments

    Article • Information Technology and Management, January 2005, Springer Science + Business Media

    Munindar Singh

  100. Service-oriented computing: key concepts and principles

    Article • IEEE Internet Computing, January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  101. Toward Web services interaction styles

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  102. Protocols for processes

    Article • ACM SIGPLAN Notices, December 2004, ACM (Association for Computing Machinery)

    Munindar Singh

  103. Service-Oriented Computing

    Article • November 2004, Wiley

    Munindar Singh

  104. A framework and ontology for dynamic Web services selection

    Article • IEEE Internet Computing, September 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  105. Reasoning about Commitments in the Event Calculus: An Approach for Specifying and Executing Protocols

    Article • Annals of Mathematics and Artificial Intelligence, September 2004, Springer Science + Business Media

    Munindar Singh

  106. Agent-based service selection

    Article • Journal of Web Semantics, April 2004, Elsevier

    Munindar Singh

  107. A DAML-based repository for QoS-aware semantic Web service selection

    Article • January 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  108. Semantic approach for designing e-business protocols

    Article • January 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  109. Protocol-based business process modeling and enactment

    Article • January 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  110. Protocols for processes

    Article • January 2004, ACM (Association for Computing Machinery)

    Munindar Singh

  111. Conceptual model of web service reputation

    Article • ACM SIGMOD Record, December 2002, ACM (Association for Computing Machinery)

    Munindar Singh

  112. Deep Web structure

    Article • IEEE Internet Computing, September 2002, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  113. Treating health care [being interactive]

    Article • IEEE Internet Computing, July 2002, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  114. The pragmatic web

    Article • IEEE Internet Computing, May 2002, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  115. Community-based service location

    Article • Communications of the ACM, April 2001, ACM (Association for Computing Machinery)

    Munindar Singh

  116. E-commerce over communicators

    Article • January 1999, ACM (Association for Computing Machinery)

    Munindar Singh

  117. Article • Artificial Intelligence and Law, January 1999, Springer Science + Business Media

    Munindar Singh

  118. Agent communication languages: rethinking the principles

    Article • Computer, January 1998, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  119. Agent jurisprudence

    Article • IEEE Internet Computing, January 1998, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  120. All agents are not created equal

    Article • IEEE Internet Computing, January 1998, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  121. Anthropoid agents

    Article • IEEE Internet Computing, January 1998, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  122. Cognitive agents

    Article • IEEE Internet Computing, January 1998, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  123. Personal assistants

    Article • IEEE Internet Computing, January 1998, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  124. Workflow agents

    Article • IEEE Internet Computing, January 1998, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  125. Agents on the Web

    Article • IEEE Internet Computing, January 1997, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  126. Challenges for machine learning in cooperative information systems

    Article • January 1997, Springer Science + Business Media

    Munindar Singh

  127. Scheduling workflows by enforcing intertask dependencies

    Article • Distributed Systems Engineering, December 1996, Institute of Physics Publishing

    Munindar Singh

  128. Using AI for counternarcotics: the predictive analysis system

    Article • IEEE Expert, October 1994, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  129. Automating workflows for service order processing: integrating AI and database technologies

    Article • IEEE Expert, October 1994, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  130. A logic of intentions and beliefs

    Article • Journal of Philosophical Logic, October 1993, Springer Science + Business Media

    Munindar Singh

  131. A semantics for speech acts

    Article • Annals of Mathematics and Artificial Intelligence, September 1993, Springer Science + Business Media

    Munindar Singh

  132. Declarative representations of multiagent systems

    Article • IEEE Transactions on Knowledge and Data Engineering, January 1993, Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh

  133. Modelling Interactions via Commitments and Expectations

    Article • IGI Global

    Munindar Singh

  134. Self-Adjusting Trust and Selection for Web Services

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Munindar Singh