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Listed below in reverse chronological order are major articles from this AI3 site, including live links to their downloadable PDFs ().

2017

• What is Representation?
• Hierarchies in Knowledge Representation
• How I Interpret C.S. Peirce
• How I Study C.S. Peirce
• Why I Study C.S. Peirce
• KBpedia Relations, Part IV: The Detailed Relations Hierarchy
• KBpedia Relations, Part III: A Three-Relations Model
• KBpedia Relations, Part II: An Event-Action Model
• Uses and Control of Inferencing in Knowledge Graphs
• Reciprocal Mapping of Knowledge Graphs
• Being Informed by Peirce

2016

• Threes All of the Way Down to Typologies
• Cognonto is on the Hunt for Big AI Game
• Gold Standards in Enterprise Knowledge Projects
• A Speculative Grammar for Knowledge Bases
• Rationales for Typology Designs in Knowledge Bases
• A Foundational Mindset: Firstness, Secondness, Thirdness
• How Fine Grained Can Entity Types Get?

2015

• A (Partial) Taxonomy of Machine Learning Features
• Creating a Platform for Knowledge-based Machine Intelligence
• 'Natural Classes' in the Knowledge Web
• Knowledge Supervision as a Grounding for Machine Learning
• Logical Implications of Interoperability
• A Primer on Knowledge Statistics
• Shaping Wikipedia into a Computable Knowledge Base
• Conceptual and Practical Distinctions in the Attributes Ontology
• The Era of Openness

2014

• Why Clojure?
• Knowledge-based Artificial Intelligence
• The Value of Connecting Things, Part III: Ten Benefits from Big Structure
• The Value of Connecting Things, Part II: The Viking Algorithm
• The Value of Connecting Things, Part I: A Foundation Based on the Network Effect
• Big Structure and Data Interoperability
• What is Big Structure?
• Big Structure: At The Nexus of Knowledge Bases, the Semantic Web and Artificial Intelligence
• A Decade in the Trenches of the Semantic Web
• Innovation, Information, Growth and Wealth
• Spring Dawns on Artificial Intelligence
• FYN v FT$
• Welcoming a New Era of Dynamic Open Data
• Five Fundamental Distinctions of Enterprise Software

2013

• Seven Arguments for Semantic Technologies
• Semantic Technology Access Control Using Datasets
• The Primacy of Search in the Semantic Enterprise
• Making Text a First-Class Citizen
• Architecting Semantic Technologies for the Enterprise
• Three Leading Arguments for Semantic Technologies
• Enterprise-scale Semantic Systems

2012

• We Are an Open World
• The Age of the Graph
• The Rationale for Semantic Technologies
• What is Structure?
• Pragmatic Approaches to the Semantic Web
• The Trouble with Memes
• Tortured Terminology and Problematic Prescriptions
• The Conditional Costs of Free
• Give Me a Sign: What Do Things Mean on the Semantic Web?

2011

• An Ontologies Architecture for Ontology-driven Apps
• Making the Argument for Semantic Technologies
• Of Flagpoles and Fishes
• A New Best Friend: Gephi for Large-scale Networks
• Leveraging Intangible Assets Using Semantic Technologies
• Workflow Perspectives on the Open Semantic Framework
• Democratizing Information with Semantics
• Ontology-Driven Apps Using Generic Applications
• In Search of 'Gold Standards' for the Semantic Web
• Seeking a Semantic Web Sweet Spot
• Making Connections Real
• Declining IT Innovation in the Enterprise

2010

• What is a Reference Concept?
• The Nature of Connectedness on the Web
• Practical P-P-P-Problems with Linked Data
• Metamodeling in Domain Ontologies
• A Reference Guide to Ontology Best Practices
• A New Landscape in Ontology Development Tools
• A New Methodology for Building Lightweight, Domain Ontologies
• I Have Yet to Metadata I Didn't Like
• An Executive Intro to Ontologies
• 'Pay as You Benefit': A New Enterprise IT Strategy
• Domain-specific Instantiations Based on the Open Semantic Framework
• The Bipolar Disorder of Linked Data
• Changing IT for Good
• Open SEAS: A Framework to Transition to a Semantic Enterprise
• Two Contrasting Styles for the Semantic Enterprise
• Seven Pillars of the Open Semantic Enterprise

2009

• The Open World Assumption: Elephant in the Room
• Ontology-driven Applications Using Adaptive Ontologies
• When Linked Data Rules Fail
• The Law of Linked Data
• Fresh Perspectives on the Semantic Enterprise
• Moving Beyond Linked Data
• 'SuperTypes' and Logical Segmentation of Instances
• Structure the World
• structWSF: A Framework for Collaboration Networks
• structWSF: A Framework for Data Mixing
• Ontologies as the 'Engine' for Data-Driven Applications
• The Fundamental Importance of Keeping an ABox and TBox Split
• A General Web-oriented Architecture (WOA) for Structured Data
• Advantages and Myths of RDF
• Making Linked Data Reasonable using Description Logics, Part 4
• Making Linked Data Reasonable using Description Logics, Part 3
• Making Linked Data Reasonable using Description Logics, Part 2
• Making Linked Data Reasonable using Description Logics, Part 1
• 'Structs': Naive Data Formats and the ABox

2008

• Thinking Inside the Box with Description Logics
• WOA: A New Enterprise Partner for Linked Data
• When is Content Coherent?
• What is Linked Data?
• The Semantics of Context

2007

• Information is the Basis for Economic Growth
• What is the Structured Web?
• Where are the Road Signs for the Structured Web?
• An Intrepid Guide to Ontologies
• Structure Paves the Way to the Semantic Web
• Did You Blink? The Structured Web Just Arrived

2006

• The Biggest Disruption in History: Massively Accelerated Growth Since the Industrial Revolution
• Sources and Classification of Semantic Heterogeneities
• Full Report: Why Are $800 Billion in Document Assets Wasted Annually?

2005

• Untapped Assets: The $3 Trillion Value of U.S. Enterprise Documents

These major articles amount to about one-quarter to one-fifth of all posted on this site.