[AAAI 2023] AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work
dataset audiovisual emotion-recognition video-dataset audio-dataset cognitive-load audiovisual-dataset
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cognitive-load
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Deep behavioral and machine learning analysis explaining why mobile users systematically report lower satisfaction with AI systems. Includes SHAP explainability, cognitive load modeling, device-context effects, interaction metadata analysis, and end-to-end reproducible research code and visuals.
python data-science machine-learning random-forest mobile-analytics data-visualization hci feature-engineering user-experience model-interpretation explainable-ai ux-research shap behavioral-analytics human-ai-interaction behavioral-science cognitive-load interaction-analysis satisfaction-modeling context-aware-ml
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Análise do Impacto da Padronização de Markdown na Carga Cognitiva e Desempenho de Tarefas
data-visualization task-performance bootstrap-analysis shap-analysis cognitive-load causal-representation-learning llms-reasoning standardized-markdown llms-insights
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- Jupyter Notebook
CogniLoad: A Synthetic Natural Language Reasoning Benchmark With Tunable Length, Intrinsic Difficulty, and Distractor Density
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A tool for measuring the cognitive load of code reviews by analyzing diffs at hunk, file, and diff level. Computes configurable metrics to approximate review difficulty, designed for use in CI/CD pipelines.
python metrics static-analysis ci-cd pull-request developer-tools code-review code-quality diff-analysis cognitive-load
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- Python
Empirical study of inference energy, latency, and pedagogical quality for FP16 vs NF4 edge SLMs in AI tutoring — introducing the Learning-per-Watt (LpW) metric across GPU and CPU platforms.
education machine-learning natural-language-processing inference quantization energy-efficiency edge-ai green-ai llm cognitive-load small-language-models learning-per-watt
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AI-powered cognitive load reduction tool for neurodiverse users - Microsoft AI Innovation Challenge 2026
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Análise de Intervenção em Ansiedade com Descoberta Causal
data-visualization statistical-analysis explainable-ai causal-discovery shap-analysis cognitive-load llms-reasoning anxiety-intervention fci-algorithm
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Brain Lift helps users understand how their cognitive load affects their learning and performance. Use the NASA Task Load Index to measure and track your cognitive load for different tasks.
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Code and data for "Task Resolution Time Estimation through Cognitive Load: An EEG Study of Chess Players" (CogSci, 2025)
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Detect complex and unreadable Mermaid diagrams using research-backed metrics and best practices.
markdown documentation diagram linter static-analysis readability code-quality syntax-analysis mermaid complexity-analysis cognitive-load
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- TypeScript
🧠 Context-engineered essays on cognitive load, ADHD, software engineering, and systems-level thinking — written to reduce mental friction and preserve depth.
productivity agile software-engineering developer-experience adhd engineering-culture systems-thinking neurodiversity cognitive-load knowledge-work
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- CSS
This repo is a practical stimulus tool for teleoperated human-robot teams. The tool is comprised of a customizable graphical user interface and subjective questionnaires to measure affective loads. We validated that this tool can invoke different levels of affective loads through extensive user experiments.
emotion python3 human-computer-interaction human-robot-interaction affective-computing lsl affective-robotics cognitive-load stimulus-tool
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- Python
A calm, minimal research project tracker for managing ideas, active projects, and deadlines with low cognitive load.
productivity research edtech research-tool minimal-ui cognitive-load project-tracking academic-workflow
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- TypeScript
🌳 Graduated AI assistance framework for Claude Code - prevents skill atrophy while coding with AI through 4 levels of structured collaboration
bash pair-programming developer-tools claude cli-tool skill-development ai-agent learning-tool cognitive-load code-assistant ai-collaboration vibe-coding claude-code claude-agent
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Real-time cognitive load inference using behavioral interaction data
python machine-learning human-computer-interaction privacy-first streamlit behavioral-analytics cognitive-load
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Design system for stressed users — reduce cognitive load in justice applications
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- TypeScript
Pure-math obligation pressure scoring — continuous deadline decay, dependency fanout, cognitive bandwidth adaptation. Zero dependencies, 659 tests.
python scheduling task-prioritization cognitive-load agent-orchestration obligation-management deadline-management priority-scoring pressure-scoring
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- Python
🧠 Reduce cognitive load in coding to enhance understanding and efficiency. Contribute to a clear, practical guide for improving code comprehension.
language programming-language machine-learning research neural-network llvm human-activity-recognition emotion-recognition respiration granger-causality electrocardiography copulas audio-dataset azure-cognitive-search cognitiveload cognitive-load audiovisual-dataset gramian-angular-fields
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Raisonnement qui opère après la collecte. Non pas ce qu'une cible expose, mais ce qu'elle ne peut pas modifier sans se dégrader. Moteur d'inférence probabiliste sur les dépendances cognitives. Belief Propagation, Noisy-OR/AND.
osint investigations decision-theory intelligence-analysis threat-intelligence dependency-modeling cognitive-load structural-constraints cognitive-constraints osint-tradecraft advanced-osint analytical-methods hypothesis-driven-analysis bias-awareness exposure-surface attack-surface-modeling
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- TypeScript
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