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Journal ArticleDOI

A multi-phase network situational awareness cognitive task analysis

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TLDR
The cognitive task-analysis methodology that was followed to acquire feedback from network analysts and managers and the generation of a novel task-flow diagram representing the activities of the target user base is discussed.
Abstract
The goal of our project is to create a set of next-generation cyber situational-awareness capabilities with applications to other domains in the long term. The objective is to improve the decision-making process to enable decision makers to choose better actions. To this end, we put extensive effort into making certain that we had feedback fromnetwork analysts and managers and understand what their genuine needs are. This article discusses the cognitive task-analysis methodology that we followed to acquire feedback from the analysts. This article also provides the details we acquired from the analysts on their processes, goals, concerns, the data and metadata that they analyze. Finally, we describe the generation of a novel task-flow diagram representing the activities of the target user base.

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Citations
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A Survey of Visualization Systems for Network Security

TL;DR: A comprehensive review of network security visualization is offered and a taxonomy in the form of five use-case classes encompassing nearly all recent works in this area is provided.
Journal ArticleDOI

Cyber situational awareness – A systematic review of the literature

TL;DR: A systematic and up-to-date review of the scientific literature on cyber situational awareness is presented, based on systematic queries in four leading scientific databases.
Journal ArticleDOI

Design Activity Framework for Visualization Design

TL;DR: The design activity framework is introduced, a process model that explicitly connects to the nested model, a well-known visualization design decision model, which provides several research outcomes in the domain of cybersecurity, including an extended data abstraction and rich opportunities for future visualization research.
Journal ArticleDOI

BubbleNet: A Cyber Security Dashboard for Visualizing Patterns

TL;DR: To overcome constraints, the design study employed a user‐centered design process and a variety of methods to incorporate user feedback throughout the design of BubbleNet, a cyber security dashboard to help network analysts identify and summarize patterns within the data.
Proceedings ArticleDOI

Unlocking user-centered design methods for building cyber security visualizations

TL;DR: This paper discusses three design methods and illustrates how each method informed two real-world cyber security visualization projects which resulted in successful deployments to users.
References
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Journal ArticleDOI

Toward a Theory of Situation Awareness in Dynamic Systems

TL;DR: A theoretical model of situation awareness based on its role in dynamic human decision making in a variety of domains is presented and design implications for enhancing operator situation awareness and future directions for situation awareness research are explored.
Book

Graph Drawing: Algorithms for the Visualization of Graphs

TL;DR: In this paper, the authors describe fundamental algorithmic techniques for constructing drawings of graphs and provide an accurate, accessible reflection of the rapidly expanding field of graph drawing, using a reference manual.
Book

Working Minds: A Practitioner's Guide to Cognitive Task Analysis

TL;DR: Working Minds as mentioned in this paper is a handbook for cognitive task analysis (CTA), which helps researchers understand how cognitive skills and strategies make it possible for people to act effectively and get things done.
Proceedings ArticleDOI

Guidelines for using multiple views in information visualization

TL;DR: Based on a workshop discussion of multiple views, and based on the authors' own design and implementation experience with these systems, eight guidelines for the design of multiple view systems are presented.
Journal ArticleDOI

A review and taxonomy of distortion-oriented presentation techniques

TL;DR: This article provides a taxonomy of distortion-oriented techniques which demonstrates clearly their underlying relationships and a unified theory is presented to reveal their roots and origins.
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