Spatialising Sarah Barclay Johnson's travelogue around Jerusalem (1858): Difference between revisions

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== Tracking Author's Route on Maps ==
== Tracking Author's Route on Maps ==
* Fuzzy matching results and existing location list
* Fuzzy matching GPT-4 results with an existing location list
* QGIS
* QGIS
* GeoPandas
* GeoPandas

Revision as of 13:22, 12 December 2023

Project Timeline

Timeframe Task Completion
Week 11
  • Matching the coordinates of the locations from chapter 3
  • QGIS mapping of the locations from chapter 3
 ✓
Week 12
  • Visualizing the full chapter 3 journey
  • Retrieving the locations from the entire book
Week 13
  • Matching the coordinates of the locations from the entire book
  • QGIS Mapping of the locations from the entire book
  • Visualizing the full journey
Week 14
  • Complete GitHub repository
  • Complete Wiki page
  • Complete presentation

Abstract

Introduction

Methodology

Working with the Book / Extracting Book Information

Detecting Locations

NER with Spacy

GPT-4

Matching Wikipedia Pages

Preliminary Analysis for Model Selection - Assessment Focusing on Chapter 3

Manual detection

Spacy Results

GPT-4 Results

Since the GPT-4 Results outperformed the results of Spacy NER, presented GPT-4 prompt has been used to retrieve the locations in the book.


Tracking Author's Route on Maps

  • Fuzzy matching GPT-4 results with an existing location list
  • QGIS
  • GeoPandas

Results

Limitations and Further Work

Conclusion

Project Timeline & Milestones

GitHub Repository

References

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