From common operational picture to common situational understanding: An analysis based on practitioner perspectives

Steen-Tveit, Kristine; Munkvold, Bjørn Erik

doi:10.1016/j.ssci.2021.105381

Cited by 25 publications

(2 citation statements)

References 44 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…In an era of joint and combined operations, situational awareness facilitates interoperability and coordination among allied forces in multidimensional battlespace [3]. Sharing a common operational picture enhances the ability of multinational forces to operate cohesively, coordinate actions and achieve shared objectives, thereby amplifying collective defense capabilities [4]. Furthermore, superior situational awareness provides a strategic advantage by enabling naval forces to anticipate adversary actions, exploit vulnerabilities and maneuver effectively in the maritime domain.…”

Section: A Situational Awareness and Threat Monitoring As A Key Facto...mentioning

confidence: 99%

Applying Artificial Intelligence for Improving Situational Awareness and Threat Monitoring at Sea as Key Factor for Success in Naval Operation

Dimitrov

2024

ETR

View full text Add to dashboard Cite

The vast and dynamic maritime domain demands constant observance and accurate information for successful naval operations. However, traditional methods struggle to keep pace with the ever-increasing complexity and data overflow. The paper explores how Artificial Intelligence (AI) presents a transformative opportunity, significantly impacting naval operation by enhancing Situational awareness (SA) and Threat monitoring (TM). It is analyzed the impact of AI across three key areas: enhanced data processing and analysis, improved anomaly detection and predictive capabilities, and real-time decision support. By analyzing key principles, tactics, and procedures for AI implementation, it is explored the process how these capabilities can convert into practical applications and benefits. Examples like AI-powered maritime surveillance and predictive systems for naval assets demonstrate solid benefits of this technological progress. Additionally, in the paper are envisioned future operational scenarios where AI-driven autonomous systems and dynamic route optimization become commonplace. The analysis demonstrates how AI can be a critical factor in moving naval operations into a new era of efficiency and proactive threat management. However, responsible development and ethical considerations remain of paramount importance.

show abstract

Section: A Situational Awareness and Threat Monitoring As A Key Facto...mentioning

confidence: 99%

Applying Artificial Intelligence for Improving Situational Awareness and Threat Monitoring at Sea as Key Factor for Success in Naval Operation

Dimitrov

2024

ETR

View full text Add to dashboard Cite

show abstract

“…Based on the above considerations but also on other analysis (Steen-Tveit & Munkvold, 2021), we can state that COP represents a means to share information between the participants in a joint operation, but it can also represent the basis for the development of a common Situational Awareness (SA), provided that it meets certain requirements.…”

Section: Common Operational Picturementioning

confidence: 99%

Human-Machine Shared Situational Awareness

Grujdin

2022

Land Forces Academy Review

View full text Add to dashboard Cite

As unmanned platforms are more and more present in battlefield, alongside humans, in different configurations (from tele-operated to fully autonomous platforms, manned-unmanned teaming, swarming, etc.) and domains (space, air, land, sea, and underwater), it is also necessary for decision-making process to adapt to this new reality. This process will no longer be exclusively human and this requires that humans and machines share a common, meaningful, and timely understanding of the context in which they act and interact, namely a common situational awareness. We will investigate how this objective could be achieved by means of AI-related techniques of inference and reasoning based on ontologies that will enable all levels of information sharing (data, knowledge, and models) among all participants, humans and non-humans. The success of this undertaking shall be reflected by the achievement of a high level of interoperability between heterogeneous entities, within which they will be able to take advantage of each other’s best developed abilities.

show abstract

Social Media Contribution to the Crisis Management Processes: Towards a More Accurate Response Integrating Citizen-Generated Content and Citizen-Led Activities

Rizza

2023

Handbook of Computational Social Science for Policy

View full text Add to dashboard Cite

The two policy questions addressed in this chapter cover the whole crisis management cycle from the response and recovery to prevention and preparedness. They consider both the benefit of using citizen-generated content and the challenges of integrating citizen-led initiatives in the response. On the one hand, focusing on data allows interrogating the IT methods available to collect, process and deliver relevant information to support decision-making and response engagement. On the other hand, considering citizens’ contribution and initiatives to the crisis management processes and response requires working on organizational and collaborative processes from local, regional, national or transnational levels. This chapter frames an up-do-date state of the art on the questions of citizens’ generated content and led initiatives for crisis management and response, and it proposes directions to policy makers to that respect. It places the question of mutual trust between institutions and citizens as a key problematic in a hybrid world where mediated communication and interactions with citizens required new and adapted practices from professionals of crisis management.

show abstract

From common operational picture to common situational understanding: An analysis based on practitioner perspectives

Cited by 25 publications

References 44 publications

Applying Artificial Intelligence for Improving Situational Awareness and Threat Monitoring at Sea as Key Factor for Success in Naval Operation

Applying Artificial Intelligence for Improving Situational Awareness and Threat Monitoring at Sea as Key Factor for Success in Naval Operation

Human-Machine Shared Situational Awareness

Social Media Contribution to the Crisis Management Processes: Towards a More Accurate Response Integrating Citizen-Generated Content and Citizen-Led Activities

Contact Info

Product

Resources

About