{% hint style="danger" %} This content is not yet complete. In the meantime, see these presentations:
- Data analysis method literacy (pdf, gd)
- Data analysis method literacy 2 (pdf, gd) {% endhint %}
{% hint style="info" %} Reading assignment
Read this research article on the the civilizing process in London’s Old Bailey. {% endhint %}
{% hint style="info" %} Reading assignment
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Language change, simulation: Social networks and intraspeaker variation during periods of language change + Utterance selection model of language change. Also note that you can experiment yourself with the model described in the first paper here.
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Twitter, linguistic analysis, geographical analysis: What a Nasty day: Exploring Mood-Weather Relationship from Twitter + Mapping Lexical Innovation on American Social Media
A Biased Review of Biases in Twitter Studies on Political Collective Action
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Simulation, archaeology: Population growth and collapse in a multiagent model of the Kayenta Anasazi in Long House Valley + Understanding Artificial Anasazi
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Geographic information, network analysis, archaeology: Community structure of copper supply networks in the prehistoric Balkans: An independent evaluation of the archaeological record from the 7th to the 4th millennium BC + Testing the Robustness of Local Network Metrics in Research on Archeological Local Transport Networks
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History, text reuse detection: Plundering Philosophers:Identifying Sources of the Encyclopédie + The Use and Abuse of the Digital Humanities in the History of Ideas: How to Study the Encyclopédie (Interestingly, first article doesn't have affiliations. Digging through, most people seem to be from this project)
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Network analysis: Protestant Letter Networks in the Reign of Mary I: A Quantitative Approach + Automated analysis of the US presidential elections using Big Data and network analysis
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3D/spatial analysis, archaeology: A Survey of Geometric Analysis in Cultural Heritage + A GIS-based viewshed analysis of Chacoan tower kivas in the US Southwest: were they for seeing or to be seen?
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Image recognition of woodcut prints: Image-matching technology applied to Fifteenth-century printed book illustration / Wormholes record species history in space and time
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Visual analysis, art history: A Quantitative Approach to Beauty. Perceived Attractiveness of Human Faces in World Painting / Against Digital Art History {% endhint %}
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Assignments:
- How to Use t-SNE Effectively
- Visualizing K-means clustering (2)
- Read on some small, actual work:
- The presentation of the DHH15 key concepts of socialism group
- The presentation of the DHH15 Finnair Blue Wings multimodality group
- If you understand Finnish, the election questionnaire analysis and visualization