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The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
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TimeSets: Temporal Sensemaking in Intelligence Analysis.

Kai Xu, Saminu Salisu, Phong H Nguyen

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    TimeSets, a temporal data visualization technique, aids intelligence analysis by revealing event set insights. Two tools showcase its use in open-source intelligence and fake news uncertainty analysis.

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    Area of Science:

    • Information Visualization
    • Data Science
    • Intelligence Studies

    Background:

    • Event set analysis is crucial for intelligence operations.
    • Existing visualization techniques struggle with temporal event data complexity.
    • Visual analytics tools are needed to support complex intelligence analysis tasks.

    Purpose of the Study:

    • To present two visual analytics tools based on the TimeSets technique.
    • To demonstrate TimeSets' application in open-source intelligence (OSINT) and uncertainty analysis.
    • To explore the utility of TimeSets in addressing challenges like formulating effective questions and analyzing fake news.

    Main Methods:

    • Development and application of two distinct visual analytics tools incorporating the TimeSets technique.
    • Integration of TimeSets with other visual analytics components for OSINT.
    • Utilizing a participatory design process with intelligence analysts for fake news uncertainty analysis.

    Main Results:

    • TimeSets effectively supports OSINT by aiding in question formulation with Twitter data.
    • The participatory design process identified analyst requirements for uncertainty analysis of fake news.
    • The developed tools demonstrate the practical application of TimeSets in intelligence analysis.

    Conclusions:

    • TimeSets is a valuable temporal data visualization technique for intelligence analysis.
    • The presented tools offer practical solutions for OSINT and fake news analysis.
    • Lessons learned from these applications can inform future visual analytics tool development in various domains.