111 lines
2.7 KiB
Org Mode
111 lines
2.7 KiB
Org Mode
#+TITLE: Research Notes
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#+AUTHOR: Research Team
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#+CATEGORY: research
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#+TAGS: research analysis data
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* Literature Review
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** Org Mode Studies
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*** "Org Mode as Knowledge Management System" :paper:
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**** Abstract
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This paper explores the use of org-mode for personal knowledge management.
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**** Key Findings
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- Structured text improves information retrieval
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- Hierarchical organization aids comprehension
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- Plain text format ensures longevity
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**** Methodology
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The study involved 50 participants using org-mode for 6 months.
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***** Data Collection
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- Weekly surveys
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- Usage analytics
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- Interview sessions
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***** Analysis
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Statistical analysis revealed significant improvements in:
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1. Information organization
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2. Task completion rates
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3. Note-taking efficiency
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*** "Tree Visualization of Hierarchical Data" :paper:
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**** Research Question
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How do different tree visualization methods affect user comprehension?
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**** Experiments
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***** Experiment 1: Static vs Interactive Trees
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Interactive trees showed 23% better comprehension scores.
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***** Experiment 2: Vertical vs Horizontal Layout
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No significant difference in comprehension, but users preferred vertical layout.
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* Data Analysis
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** User Feedback
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*** Survey Results
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**** Satisfaction Ratings
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- Ease of use: 4.2/5
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- Visual clarity: 4.5/5
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- Performance: 3.8/5
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**** Common Requests
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1. Better mobile support
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2. Collaborative editing
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3. Integration with other tools
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*** Usability Testing
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**** Task Completion Times
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***** File Import
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Average: 12 seconds (target: < 10 seconds)
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***** Node Editing
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Average: 8 seconds (target: < 5 seconds)
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***** Export Function
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Average: 6 seconds (meets target)
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* Future Research Directions
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** Enhanced Visualization
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*** 3D Tree Representations
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Explore whether 3D visualization improves understanding of deep hierarchies.
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*** Color Coding Systems
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Investigate optimal color schemes for different node types.
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** Performance Optimization
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*** Lazy Loading
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Implement progressive loading for large org files.
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*** Virtual Scrolling
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Handle thousands of nodes without performance degradation.
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** User Experience
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*** Accessibility Features
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- Screen reader compatibility
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- Keyboard-only navigation
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- High contrast modes
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*** Mobile Interface
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Design touch-friendly interaction patterns.
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* Methodology Notes
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** Data Collection Protocol
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*** Participant Recruitment
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Target users: knowledge workers who use structured documents
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*** Metrics
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**** Quantitative
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- Task completion time
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- Error rates
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- Feature usage frequency
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**** Qualitative
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- User satisfaction surveys
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- Interview feedback
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- Observation notes
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** Analysis Framework
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*** Statistical Methods
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Use ANOVA for comparing group means across different conditions.
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*** Thematic Analysis
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Code qualitative feedback to identify common themes and patterns. |