Under the hood: Learning with documents

Anurag Rawat
9 min readintermediate
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Overview

The article discusses LinkedIn Learning's recent implementation of document uploads, detailing the engineering behind the document publishing flow and the web document viewer. It highlights the technologies used, accessibility considerations, and the engagement metrics that enhance the learning experience.

What You'll Learn

1

How to upload and process documents for LinkedIn Learning

2

Why using PDF.js enhances document accessibility

3

How to implement engagement metrics for document interaction

Prerequisites & Requirements

  • Understanding of document formats like PDF, Word, and PowerPoint
  • Familiarity with PDF.js and its capabilities(optional)

Key Questions Answered

What is the document publishing flow for LinkedIn Learning?
The document publishing flow begins when a learning administrator uploads a document, which is then processed by LinkedIn's media infrastructure, converted to PDF, and validated for spam and virus checks. Once validated, the document is published and served to learners using signed URLs.
How does LinkedIn ensure document accessibility?
LinkedIn enhances document accessibility by implementing a text overlay using PDF.js, allowing for selectable and searchable text, screen reader navigation, and high contrast mode. This ensures that documents are accessible to all learners, including those with disabilities.
What technologies are used in LinkedIn's document viewer?
The document viewer utilizes PDF.js for rendering documents, along with various image processing libraries like Apache PDFBox and ImageMagick to optimize performance. This combination allows for efficient loading and rendering of documents in a user-friendly manner.

Technologies & Tools

Frontend
Pdf.js
Used for rendering documents and creating an accessible text overlay.
Backend
Apache Pdfbox
Used in the document conversion pipeline.
Backend
Imagemagick
Used for image processing in the document viewer.

Key Actionable Insights

1
Implementing a document upload feature can significantly enhance user engagement on learning platforms.
By allowing users to upload documents, platforms can diversify their content offerings, making learning more interactive and tailored to user needs.
2
Utilizing PDF.js for document rendering can improve accessibility and user experience.
PDF.js provides a robust framework for rendering PDFs in the browser, ensuring that documents are accessible to all users, which is crucial for educational content.
3
Incorporating engagement metrics can help learning administrators understand content interaction.
Tracking how learners interact with documents allows for data-driven decisions to enhance content quality and relevance.

Common Pitfalls

1
Neglecting accessibility features in document viewers can alienate users with disabilities.
This often occurs when developers focus solely on aesthetics and performance without considering the needs of all users. Ensuring accessibility from the start is crucial for inclusivity.

Related Concepts

Document Processing
Accessibility In Web Applications
Engagement Metrics In E-learning