Mark S. Fox

ORCID: 0000-0001-7444-6310
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About
Contact & Profiles
Research Areas
  • Semantic Web and Ontologies
  • Business Process Modeling and Analysis
  • Constraint Satisfaction and Optimization
  • AI-based Problem Solving and Planning
  • Scheduling and Optimization Algorithms
  • Service-Oriented Architecture and Web Services
  • Multi-Agent Systems and Negotiation
  • Manufacturing Process and Optimization
  • Logic, Reasoning, and Knowledge
  • Scheduling and Timetabling Solutions
  • Scientific Computing and Data Management
  • Geographic Information Systems Studies
  • Collaboration in agile enterprises
  • Data Management and Algorithms
  • Data Quality and Management
  • Big Data and Business Intelligence
  • Advanced Database Systems and Queries
  • Biomedical Text Mining and Ontologies
  • Assembly Line Balancing Optimization
  • Auction Theory and Applications
  • Design Education and Practice
  • Advanced Manufacturing and Logistics Optimization
  • Urban Design and Spatial Analysis
  • Land Use and Ecosystem Services
  • Recommender Systems and Techniques

University of Toronto
2015-2024

University of New Brunswick
1997-2023

The Scarborough Hospital
2020

ATUM (United States)
2018

Canada Research Chairs
1997-2018

Tulane University
2017

NOAA National Weather Service
2016

Singapore Management University
2015

The Nature Conservancy
2012

National Wildlife Federation
2012

Abstract: Analysis of the job shop scheduling domain has indicated that crux problem is determination and satisfaction a large variety constraints. Schedules are influenced by such diverse conflicting factors as due date requirements, cost restrictions, production levels, machine capabilities substitutability, alternative processes, order characteristics, resource availability. This paper describes ISIS, system capable incorporating all relevant constraints in construction schedules. We...

10.1111/j.1468-0394.1984.tb00424.x article EN Expert Systems 1984-07-01

The relationship between organization theory and distributed systems is studied. By viewing as analogous to human organizations, concepts theories germane the management science field of can be applied. Task complexity, uncertainty, coupled with resource constraints are shown important factors in deciding how a system distributed.

10.1109/tsmc.1981.4308580 article EN IEEE Transactions on Systems Man and Cybernetics 1981-01-01

10.1023/a:1008195614074 article EN International Journal of Flexible Manufacturing Systems 2000-01-01

A model of decentralized problem solving, called distributed constrained heuristic search (DCHS), that provides both structure and focus in individual agent spaces to optimize decisions the global space, is presented. The achieves this by integrating constraint satisfaction search. It a formalism suitable for describing large set artificial intelligence problems. notion textures allow agents operate an asynchronous concurrent manner introduced. use coupled with backjumping, type...

10.1109/21.135688 article EN IEEE Transactions on Systems Man and Cybernetics 1991-01-01

To be useful in practice, a factory production schedule must reflect the influence of large and conflicting set requirements, objectives preferences. Human schedulers are typically overburdened by complexity this task, conventional computer-based scheduling systems consider only small fraction relevent knowledge. This article describes research aimed at providing framework which all relevant knowledge can given consideration during generation revision. Factory is cast as complex...

10.1609/aimag.v7i4.558 article EN AI Magazine 1986-11-01

We present an ontology for representing requirements that supports a generic management process in engineering design domain The requirement we propose is part of more general to capture knowledge Objects included this are parts features and constraints define raise issues any representation must address like communication, traceability, completeness consistency document creation managing change use first order logic the objects their attributes identify axioms capturing relationships among...

10.1177/1063293x9600400307 article EN Concurrent Engineering 1996-09-01

Representation of activity knowledge is important to any application which must reason about activities such as new product management, factory scheduling, robot control, vehicle software engineering, and air traffic control. This paper provides an integration the underlying theories needed for modeling activities. Using domain large computer design projects example, semantics described. While past research in representation has discovered most concepts, our attempt toward their integration....

10.1109/tpami.1985.4767701 article EN IEEE Transactions on Pattern Analysis and Machine Intelligence 1985-09-01

10.1016/j.trc.2018.01.023 article EN Transportation Research Part C Emerging Technologies 2018-02-03

10.1023/a:1009610430261 article EN Computational and Mathematical Organization Theory 2000-01-01

A distributed factory scheduling model that is based on the concept of constraint-directed search within a centralized framework presented. set texture measures quantify several characteristics problem space being searched has been developed into heuristics direct searches conducted by agents. The have used to activity-based scheduler, achieving good schedule quality and minimizing likelihood backtracking. discussed uses textures scheduling, optimizing decisions in global allowing agents...

10.1109/64.73815 article EN IEEE Expert 1991-02-01

The TOVE Quality Ontology is the formal representation (using first-order logic) of terms, relationships, and axioms about quality which are generic beyond any specific domain. assumption that "conformance to requirements" used decompose domain into sub-domains measurement, analysis, identification, traceability. An ontological engineering methodology posing scope, stating competency questions, constructing data models axioms, visualization answering questions demonstrated with an example...

10.1109/enabl.1995.484554 article EN 2002-11-19

This paper formalizes the semantics of trust and studies transitivity trust. On Web, people software agents have to interact with "strangers". makes a crucial factor on Web. Basically is established in interaction between two entities any one entity only has finite number direct relationships. However, activities Web require other unfamiliar or unknown entities. As promising remedy this problem, social networks-based trust, which A trusts B, B C, so indirectly receiving considerable...

10.1145/1151454.1151499 article EN 2006-01-01
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