William Marcellino — Publications

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Charting Multiple Courses to Artificial General Intelligence

2025
Stitching the Threads Together: A Cross-Disciplinary Literature Review on Youth Arts Engagement and Well-Being

2025
Acquiring Publicly Available Information Analytic Tools in a Proprietary Marketplace: Acquisition Recommendations for Army Cyber Command

2024
Dr. Li Bicheng, or How China Learned to Stop Worrying and Love Social Media Manipulation: Insights Into Chinese Use of Generative AI and Social Bots from the Career of a PLA Researcher

2024
Generative AI's Potential Role in Information Warfare

2024
China's AI Exports: Developing a Tool to Track Chinese Development Finance in the Global South — Technical Documentation

2023
China's AI Exports: Technology Distribution and Data Safety

2023
China's AI Exports Database (CAIED)

2023
A House Reunited: Prospects for Bipartisanship in a Divided Country

2023
Planning Ethical Influence Operations: A Framework for Defense Information Professionals

2023
The Rise of Generative AI and the Coming Era of Social Media Manipulation 3.0: Next-Generation Chinese Astroturfing and Coping with Ubiquitous AI

2023
The U.S. Air Force Diversity, Equity, and Inclusion Values on Social Media: A Proof-of-Concept Examination of How Air Force–Affiliated Accounts Represent the Service Online

2023
Bag-of-Words Algorithms Can Supplement Transformer Sequence Classification & Improve Model Interpretability

2022
A Dangerous Web: Mapping Racially and Ethnically Motivated Violent Extremism

2022
Mapping White Identity Terrorism and Racially or Ethnically Motivated Violent Extremism: A Social Network Analysis of Online Activity

2022
Army Analytic Capabilities: A Case Study Within Army Contracting Command and Its Implications

2021
Bad Actors in News Reporting: Tracking News Manipulation by State Actors

2021
Command Narrative Smart Guide

2021
Conspiracy Theories Have Much in Common. Their Differences May Hold the Key to Identifying When They Turn Violent.

2021
Detecting Conspiracy Theories on Social Media: Improving Machine Learning to Detect and Understand Online Conspiracy Theories

2021
Developing, Disseminating, and Assessing Command Narrative: Anchoring Command Efforts on a Coherent Story

2021
Insights from the Bin Laden Archive: Inventory of research and knowledge and initial assessment and characterisation of the Bin Laden Archive

2021
Natural Language Processing: Security- and Defense-Related Lessons Learned

2021
Rapid Analysis of Foreign Malign Information on COVID-19 in the Indo-Pacific: A Proof-of-Concept Study

2021
Resonance Analysis: A Methodology for Detecting Author Affiliations through Distinctive Patterns of Word Choice

2021
Counter-Radicalization Bot Research: Using Social Bots to Fight Violent Extremism

2020
Detecting Malign or Subversive Information Efforts over Social Media: Scalable Analytics for Early Warning

2020
Foreign Interference in the 2020 Election: Tools for Detecting Online Election Interference

2020
Human-machine detection of online-based malign information

2020
Facts Versus Opinions: How the Style and Language of News Presentation Is Changing in the Digital Age

2019
News in a Digital Age: Comparing the Presentation of News Information over Time and Across Media Platforms

2019
Will to Fight: Returning to the Human Fundamentals of War

2019
Air Force Sexual Assault Situations, Settings, and Offender Behaviors

2018
Evaluating Los Angeles County's Mental Health Community Engagement Campaign

2018
Evaluation of Los Angeles County's Mental Health Community Engagement Campaign

2018
Russian Social Media Influence: Understanding Russian Propaganda in Eastern Europe

2018
Social Media in Africa: A Double-Edged Sword for Security and Development: Research Brief

2018
Social Media in Africa: A Double-Edged Sword for Security and Development

2018
Social Media in Africa: A Double-Edged Sword for Security and Development

2018
Social Media in Africa: A Double-Edged Sword for Security and Development: Technical Annex

2018
Will to Fight: Analyzing, Modeling, and Simulating the Will to Fight of Military Units

2018
Detecting Changes in Newspaper Reporting of Suicide After a Statewide Social Marketing Campaign

2017
Dominating Duffer's Domain: Lessons for the U.S. Marine Corps Information Operations Practitioner

2017
Dominating Duffer's Domain: Lessons for the U.S. Army Information Operations Practitioner

2017
Monitoring Social Media: Lessons for Future Department of Defense Social Media Analysis in Support of Information Operations

2017
Considerations for Integrating Women into Closed Occupations in U.S. Special Operations Forces

2016
Hazing in the U.S. Armed Forces: Recommendations for Hazing Prevention Policy and Practice

2015
Revisioning Strategic Communication Through Rhetoric and Discourse Analysis

2015
"I Don't Think I Would Have Recovered": A Personal and Sociocultural Study of Resilience Among U. S. Marines

2014
Talk Like a Marine: USMC Linguistic Acculturation and Civil–military Argument

2014

Federally Funded Research Divisions

Social and Economic Policy Divisions

International

William Marcellino — Publications

Charting Multiple Courses to Artificial General Intelligence

Stitching the Threads Together: A Cross-Disciplinary Literature Review on Youth Arts Engagement and Well-Being

Acquiring Publicly Available Information Analytic Tools in a Proprietary Marketplace: Acquisition Recommendations for Army Cyber Command

Dr. Li Bicheng, or How China Learned to Stop Worrying and Love Social Media Manipulation: Insights Into Chinese Use of Generative AI and Social Bots from the Career of a PLA Researcher

Generative AI's Potential Role in Information Warfare

China's AI Exports: Developing a Tool to Track Chinese Development Finance in the Global South — Technical Documentation

China's AI Exports: Technology Distribution and Data Safety

China's AI Exports Database (CAIED)

A House Reunited: Prospects for Bipartisanship in a Divided Country

Planning Ethical Influence Operations: A Framework for Defense Information Professionals

The Rise of Generative AI and the Coming Era of Social Media Manipulation 3.0: Next-Generation Chinese Astroturfing and Coping with Ubiquitous AI

The U.S. Air Force Diversity, Equity, and Inclusion Values on Social Media: A Proof-of-Concept Examination of How Air Force–Affiliated Accounts Represent the Service Online

Bag-of-Words Algorithms Can Supplement Transformer Sequence Classification & Improve Model Interpretability

A Dangerous Web: Mapping Racially and Ethnically Motivated Violent Extremism

Mapping White Identity Terrorism and Racially or Ethnically Motivated Violent Extremism: A Social Network Analysis of Online Activity

Army Analytic Capabilities: A Case Study Within Army Contracting Command and Its Implications

Bad Actors in News Reporting: Tracking News Manipulation by State Actors

Command Narrative Smart Guide

Conspiracy Theories Have Much in Common. Their Differences May Hold the Key to Identifying When They Turn Violent.

Detecting Conspiracy Theories on Social Media: Improving Machine Learning to Detect and Understand Online Conspiracy Theories

Developing, Disseminating, and Assessing Command Narrative: Anchoring Command Efforts on a Coherent Story

Insights from the Bin Laden Archive: Inventory of research and knowledge and initial assessment and characterisation of the Bin Laden Archive

Natural Language Processing: Security- and Defense-Related Lessons Learned

Rapid Analysis of Foreign Malign Information on COVID-19 in the Indo-Pacific: A Proof-of-Concept Study

Resonance Analysis: A Methodology for Detecting Author Affiliations through Distinctive Patterns of Word Choice

Counter-Radicalization Bot Research: Using Social Bots to Fight Violent Extremism

Detecting Malign or Subversive Information Efforts over Social Media: Scalable Analytics for Early Warning

Foreign Interference in the 2020 Election: Tools for Detecting Online Election Interference

Human-machine detection of online-based malign information

Facts Versus Opinions: How the Style and Language of News Presentation Is Changing in the Digital Age

News in a Digital Age: Comparing the Presentation of News Information over Time and Across Media Platforms

Will to Fight: Returning to the Human Fundamentals of War

Air Force Sexual Assault Situations, Settings, and Offender Behaviors

Evaluating Los Angeles County's Mental Health Community Engagement Campaign

Evaluation of Los Angeles County's Mental Health Community Engagement Campaign

Russian Social Media Influence: Understanding Russian Propaganda in Eastern Europe

Social Media in Africa: A Double-Edged Sword for Security and Development: Research Brief

Social Media in Africa: A Double-Edged Sword for Security and Development

Social Media in Africa: A Double-Edged Sword for Security and Development

Social Media in Africa: A Double-Edged Sword for Security and Development: Technical Annex

Will to Fight: Analyzing, Modeling, and Simulating the Will to Fight of Military Units

Detecting Changes in Newspaper Reporting of Suicide After a Statewide Social Marketing Campaign

Dominating Duffer's Domain: Lessons for the U.S. Marine Corps Information Operations Practitioner

Dominating Duffer's Domain: Lessons for the U.S. Army Information Operations Practitioner

Monitoring Social Media: Lessons for Future Department of Defense Social Media Analysis in Support of Information Operations

Considerations for Integrating Women into Closed Occupations in U.S. Special Operations Forces

Hazing in the U.S. Armed Forces: Recommendations for Hazing Prevention Policy and Practice

Revisioning Strategic Communication Through Rhetoric and Discourse Analysis

"I Don't Think I Would Have Recovered": A Personal and Sociocultural Study of Resilience Among U. S. Marines

Talk Like a Marine: USMC Linguistic Acculturation and Civil–military Argument