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Douglas J. MacKinnon

Naval Postgraduate School

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Publication

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advances in social networks analysis and mining | 2017

Discovering High-Value Information from Crowdsourcing

Ying Zhao; Douglas J. MacKinnon; Charles C. Zhou

We will demonstrate a distributed recursive method, i.e., Lexical Link Analysis (LLA) and an infrastructure, i.e., Collaborative Learning Agents (CLA) to discover high-value information. The combined system is a unified methodology of discovering high-value information from structured and unstructured heterogeneous data sources. We will demonstrate the LLA/CLA system using a crowdsourcing data source and show how it can be used to discover new knowledge for a widening range of applications and heterogeneous data types.

Archive | 2005

Knowledge as Inventory: Near-Optimizing Knowledge and Power Flows in Edge Organizations (Phase One)

Raymond E. Levitt; Mark E. Nissen; Douglas J. MacKinnon

international joint conference on knowledge discovery, knowledge engineering and knowledge management | 2009

Facilitating Decision Making, Re-Use and Collaboration: A Knowledge Management Approach for System Self-Awareness

Shelley P. Gallup; Douglas J. MacKinnon; Ying Zhao; John Robey; Christopher W. Odell

Software Quality Professional Magazine | 2011

System Self-Awareness and Related Methods for Improving the Use and Understanding of Data within DoD

Ying Zhao; Douglas J. MacKinnon; Shelley P. Gallup

Archive | 2010

Towards Real-time Program Awareness via Lexical Link Analysis

Ying Zhao; Shelley P. Gallup; Douglas J. MacKinnon

Archive | 2012

Semantic and Social Networks Comparison for the Haiti Earthquake Relief Operations from APAN Data Sources using Lexical Link Analysis (LLA)

Ying Zhao; Shelley P. Gallup; Douglas J. MacKinnon

Archive | 2011

Lexical Link Analysis for the Haiti earthquake Relief Operation Using Open Data Sources

Shelley P. Gallup; Ying Zhao; Douglas J. MacKinnon

Archive | 2011

A Web Service Implementation for Large-Scale Automation, Visualization and Real-Time Program Awareness via Lexical Link Analysis

Ying Zhao; Shelley P. Gallup; Douglas J. MacKinnon

Archive | 2006

A Semantic Data Model for Simulating Information Flow in Edge Organizations

Raymond E. Levitt; Mark S. Ramsey; Douglas J. MacKinnon

Archive | 2012

Applications of Lexical Link Analysis Web Service for Large-Scale Automation, Validation, Discovery, Visualization, and Real-Time Program Awareness

Ying Zhao; Shelley P. Gallup; Douglas J. MacKinnon

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Shelley P. Gallup

Naval Postgraduate School

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Ying Zhao

Naval Postgraduate School

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Jared Freeman

Naval Postgraduate School

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Susan G. Hutchins

Naval Postgraduate School

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Raymond E. Levitt

Stanford University

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Gordon Schacher

Naval Postgraduate School

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Mark E. Nissen

Naval Postgraduate School

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John Robey

Naval Postgraduate School

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Marc Ramsey

Stanford University

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