---
name: "OpenScienceSensemaking"
description: "Expertise in developing and implementing decentralized systems for sharing scientific sensemaking data to enhance collaborative research and knowledge discovery."
tags: ["cognitive security", "ossm", "open-science-sensemaking", "scientific-sensemaking", "annotation-networks", "open-access"]
---

# Open Access science needs Open Science Sensemaking (OSSm)

**Ronen Tamari, Daniel A. Friedman** (2023) · Cognitive Security

## Instructions

Use this skill when working with topics related to **OSSm, Open Science Sensemaking, scientific sensemaking, annotation networks**.

When applying this skill:
1. Design decentralized annotation systems for scientific sensemaking
1. Implement interoperable open-science data sharing infrastructure

## Key Concepts

- **OSSm**
- **Open Science Sensemaking**
- **scientific sensemaking**
- **annotation networks**
- **open access**
- **decentralized**
- **information overload**

## Methods & Techniques

- Outlines a framework for an interoperable annotation network.
- Examines existing sensemaking data practices and their limitations.
- Analyzes the role of sensemaking data in algorithmic content curation and recommendation systems.
- Discusses the application of FAIR principles to sensemaking data.

## Key Findings

- Current scientific infrastructure inadequately addresses the challenges posed by information overload.
- Sensemaking data is essential for personalized content recommendation and evaluation processes.
- The enclosure of sensemaking data by commercial platforms threatens open access and scientific progress.
- A decentralized approach to sharing sensemaking data can enhance collaboration and knowledge integration.

## Prerequisites

- Information security and risk management
- Cognitive science and sensemaking frameworks

## 🎯 Consulting & Tutoring

[Daniel Ari Friedman, PhD](https://danielarifriedman.com/) is available for AI Research Consulting and Tutoring related to this skill.

## Related Skills

See [BIBLIOGRAPHY.md](../../pages/BIBLIOGRAPHY.md) for the complete publication catalog and related papers.