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Enhancing Collaborative Visual Analytics through Effective Visualization Functions

This presentation dives into the challenges of collaborative visual analytics, particularly within the context of cybersecurity. We explore analytical reasoning processes and how visualization functions can enhance understanding, communication, and sharing among team members. Key issues like task division, tool selection, and comprehension barriers are addressed with innovative solutions. Our collaborative framework makes use of Web3 technologies for hypothesis-based collaboration, resulting in more effective analysis. Join us to discover how visualization tools can transform your collaborative efforts!

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Enhancing Collaborative Visual Analytics through Effective Visualization Functions

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  1. Leveraging “Visualization Functions” in Collaborative Visual Analytics Honorable Mention for “Noteworthy Collaborative Analysis Strategy” Chen Zhong, Mingyi Zhao, Gaoyao Xiao, Jun Xu PhD students College of Information Sciences and Technology PennsylvaniaState University

  2. Visualization Cyber security

  3. Motivation What has happened? How did it happen? VAST MC3 What will happen? “We can share conclusion, but hard to share visualization ” “How to divide task?” “Where shall I start?” “I can HARDLY understand my teammates” “Which tool shall I use?”

  4. Our Solution “We can share results, but hard to share visualization ” “How to divide task?” “Where to start?” “I can HARDLY understand others” Sharing Visualization Functions Represent and Visualize the Analytical Reasoning Process Collaborative Visual Analysis Framework

  5. How it works?

  6. Analytical Reasoning Processes Web3

  7. How it works? Lightweight use of tools

  8. How it works? For Lightweight use

  9. Hypothesis-based Collaboration Web3 ?? ! !

  10. Conclusion and Future Work Visualization Cyber security Gain Insights From Visualization Tools From existing Analytical Reasoning Processes of self or others (AOH Map)

  11. Conclusion and Future Work Visualization Cyber security Visualizing the Analytical Reasoning Processes: understanding, communication, sharing Visualization Functions: Simple, Flexible to reuse/share, Task-specific.

  12. Thank You! Q&A?Chen Zhong, Mingyi Zhao{czz111, muz17}@psu.eduDrop by our poster (#126) to know the whole story.Any feedback or comment are appreciated.

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