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Artificial Intelligence Laboratory

Research

The Artificial Intelligence Laboratory conducts sophisticated information systems research and has attained significiant contributions in machine learning, visualization, knowledge management, and many other areas of endeavor. Our latest research projects include:

E-Commerce Intelligence and MiningBusiness Intelligence and Analytics
E-commerce applications present unique challenges and opportunities for developing various data mining, text mining, and web mining techniques for business intelligence and knowledge management purposes.
Intelligence and Security InformaticsIntelligence and Security Informatics
The development of advanced information technologies, systems, algorithms, and databases for national security-related applications, through an integrated technological, organizational, and policy-based approach.
Dark Web Terrorism ResearchDark Web Terrorism Research
The AI Lab Dark Web project is a long-term scientific research program that aims to study and understand the international terrorism (Jihadist) phenomena via a computational, data-centric approach.
Finish line and statsSports Data Mining
Sports data mining includes data mining, web mining, web mashups, and cloud computing in various sports related applications. Dr. Chen published the first Sports Data Mining book in 2010.
COPLINK / BorderSafe / RISCCOPLINK / BorderSafe / RISC
Cross-jurisdictional information sharing, analysis, visualization and research for the law enforcement and intelligence community for border and national security.
BioPortal for Disease SurveillanceBioPortal™ for Disease Surveillance
Use of the BioPortal system will improve the ability of public health practitioners to detect, and maintain situational awareness of outbreaks of emerging diseases and bioterrorist attacks.
Knowledge Mapping for NanotechnologyKnowledge Mapping for Nanotechnology
Nanotechnology holds the promise of revolutionizing a wide range of application areas and has been recognized by most countries as critical to a nation's future technology competence.
Authorship AnalysisAuthorship Analysis
To develop text mining and data mining techniques to support automated extraction and inference of regulatory pathways from biomedical literature and experimental data.

Much of our earlier work is still accessible via the Web. Some of our previously funded projects have included the following:

Genomic Pathway VisualizerGenomic Pathway Visualizer
Developed text mining and data mining techniques to support automated extraction and inference of regulatory pathways from biomedical literature and experimental data.
Digital LibrariesDigital Libraries
Developed techniques to enhance information retrieval and knowledge management of large digital collections.
Information Analysis and VisualizationInformation Analysis and Visualization
A graphical interface that summarized the discussion content and participants behavior from an archive of a computer mediated communication (CMC) process.
Spiders are UsSpiders are Us
To study the research issues involved, we designed and implemented a toolkit, called SpidersRUs, for multilingual search engine creation.
OOHAY - Visualizing the WebOOHAY - Visualizing the Web
The project integrated system and human-generated classification systems and created a high-performance digital library classification system (i.e., the OOHAY system).
Workgroup and Collaborative ComputingWorkgroup and Collaborative Computing
Examined and experimented with knowledge management techniques for groupware and CSCW systems.
Multilingual Systems
Developed techniques to support cross-Language Information Retrieval (CLIR) and cross-lingual semantic interoperability.