References
Etymology + Data Science
1
Preface
2
What Is Etymology? A Data Perspective
Part I: Foundations
3
The Comparative Method
4
Representing Language as Data
Part II: Core Algorithms
5
Sequence Alignment & Phonetic Distance
6
Cognate Detection
7
Phylogenetic Inference: Language Family Trees
8
Glottochronology: Dating Language Divergence
Part III: Advanced Techniques
9
Proto-Language Reconstruction
10
Semantic Drift & Word Meaning Change
11
Borrowing Detection & Language Contact
12
LLMs & Modern Etymology
13
Etymology as Knowledge Graphs
14
Cross-Linguistic Borrowing Networks
Part IV: Synthesis
15
Capstone Project
References
Appendices
Linguistic Glossary
Tools & Resources
References
15
Capstone Project
Linguistic Glossary