Instructor-Aligned Knowledge Graphs for Personalized Learning | ScienceToStartup | ScienceToStartup

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References (15)

[1]

KGGen: Extracting Knowledge Graphs from Plain Text with Language Models

2025Belinda Mo, Kyssen Yu et al.

[2]

Exploring LLM to extract Knowledge Graph from academic abstracts

2025Victor Eiti Yamamoto, Othmane Kabal et al.

[3]

The Llama 3 Herd of Models

Founder's Pitch

"InstructKG automates the construction of instructor-aligned knowledge graphs to enhance personalized learning by mapping educational concepts and their dependencies."

Educational AI•Score: 5•View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

1/4 signals

2.5

Quick Build

3/4 signals

7.5

Series A Potential

1/4 signals

2.5

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This research addresses critical challenges in its domain, enabling more effective and intelligent applications.

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Instructor-Aligned Knowledge Graphs for Personalized Learning

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References (15)

Founder's Pitch

"InstructKG automates the construction of instructor-aligned knowledge graphs to enhance personalized learning by mapping educational concepts and their dependencies."

Commercial Viability Breakdown

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Why It Matters

Product Angle

Disruption

Product Opportunity

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Instructor-Aligned Knowledge Graphs for Personalized Learning

BUILDER'S SANDBOX

Build This Paper

Recommended Stack

Startup Essentials

References (15)

Founder's Pitch

"InstructKG automates the construction of instructor-aligned knowledge graphs to enhance personalized learning by mapping educational concepts and their dependencies."

Commercial Viability Breakdown

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