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linked-open-data-and-data-publishing.html
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linked-open-data-and-data-publishing.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
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<title>The Open Digital Archaeology Textbook</title>
<meta name="description" content="The Open Digital Archaeology Textbook combines instructive text with a computational DA laboratory">
<meta name="generator" content="bookdown 0.7 and GitBook 2.6.7">
<meta property="og:title" content="The Open Digital Archaeology Textbook" />
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<meta property="og:description" content="The Open Digital Archaeology Textbook combines instructive text with a computational DA laboratory" />
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<meta name="twitter:description" content="The Open Digital Archaeology Textbook combines instructive text with a computational DA laboratory" />
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<meta name="author" content="Shawn Graham, Neha Gupta, Jolene Smith, Andreas Angourakis, Andrew Reinhard, Michael Carter, & Beth Compton">
<meta name="date" content="2018-08-14">
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<ul class="summary">
<li><a href="./">ODATE</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>notice</a></li>
<li class="chapter" data-level="" data-path="about-the-authors.html"><a href="about-the-authors.html"><i class="fa fa-check"></i>About the Authors</a><ul>
<li class="chapter" data-level="" data-path="about-the-authors.html"><a href="about-the-authors.html#shawn-graham"><i class="fa fa-check"></i>Shawn Graham</a></li>
<li class="chapter" data-level="" data-path="about-the-authors.html"><a href="about-the-authors.html#neha-gupta"><i class="fa fa-check"></i>Neha Gupta</a></li>
<li class="chapter" data-level="" data-path="about-the-authors.html"><a href="about-the-authors.html#michael-carter"><i class="fa fa-check"></i>Michael Carter</a></li>
<li class="chapter" data-level="" data-path="about-the-authors.html"><a href="about-the-authors.html#beth-compton"><i class="fa fa-check"></i>Beth Compton</a></li>
<li class="chapter" data-level="" data-path="about-the-authors.html"><a href="about-the-authors.html#jolene-smith"><i class="fa fa-check"></i>Jolene Smith</a></li>
<li class="chapter" data-level="" data-path="about-the-authors.html"><a href="about-the-authors.html#andreas-angourakis"><i class="fa fa-check"></i>Andreas Angourakis</a></li>
<li class="chapter" data-level="0.0.1" data-path="about-the-authors.html"><a href="about-the-authors.html#andrew-reinhard"><i class="fa fa-check"></i><b>0.0.1</b> Andrew Reinhard</a></li>
<li class="chapter" data-level="" data-path="about-the-authors.html"><a href="about-the-authors.html#editorial-board"><i class="fa fa-check"></i>Editorial Board</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="getting-started.html"><a href="getting-started.html"><i class="fa fa-check"></i>Getting Started</a><ul>
<li class="chapter" data-level="" data-path="students-how-to-use-this-text.html"><a href="students-how-to-use-this-text.html"><i class="fa fa-check"></i>Students: How to use this text</a></li>
<li class="chapter" data-level="" data-path="how-to-contribute-changes-or-make-your-own-version.html"><a href="how-to-contribute-changes-or-make-your-own-version.html"><i class="fa fa-check"></i>How to contribute changes, or make your own version</a></li>
<li class="chapter" data-level="" data-path="how-to-access-and-use-the-computational-environment.html"><a href="how-to-access-and-use-the-computational-environment.html"><i class="fa fa-check"></i>How to access and use the computational environment</a></li>
<li class="chapter" data-level="" data-path="colophon.html"><a href="colophon.html"><i class="fa fa-check"></i>Colophon</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="welcome.html"><a href="welcome.html"><i class="fa fa-check"></i>Welcome!</a></li>
<li class="chapter" data-level="1" data-path="going-digital.html"><a href="going-digital.html"><i class="fa fa-check"></i><b>1</b> Going Digital</a><ul>
<li class="chapter" data-level="1.1" data-path="so-what-is-digital-archaeology.html"><a href="so-what-is-digital-archaeology.html"><i class="fa fa-check"></i><b>1.1</b> So what is Digital Archaeology?</a><ul>
<li class="chapter" data-level="1.1.1" data-path="so-what-is-digital-archaeology.html"><a href="so-what-is-digital-archaeology.html#a-distant-view"><i class="fa fa-check"></i><b>1.1.1</b> A distant view</a></li>
<li class="chapter" data-level="1.1.2" data-path="so-what-is-digital-archaeology.html"><a href="so-what-is-digital-archaeology.html#is-digital-archaeology-part-of-the-digital-humanities"><i class="fa fa-check"></i><b>1.1.2</b> Is digital archaeology part of the digital humanities?</a></li>
<li class="chapter" data-level="1.1.3" data-path="so-what-is-digital-archaeology.html"><a href="so-what-is-digital-archaeology.html#archaeological-glitch-art"><i class="fa fa-check"></i><b>1.1.3</b> Archaeological Glitch Art</a></li>
<li class="chapter" data-level="1.1.4" data-path="so-what-is-digital-archaeology.html"><a href="so-what-is-digital-archaeology.html#the-cool-factor"><i class="fa fa-check"></i><b>1.1.4</b> The ‘cool’ factor</a></li>
<li class="chapter" data-level="1.1.5" data-path="so-what-is-digital-archaeology.html"><a href="so-what-is-digital-archaeology.html#takeaways"><i class="fa fa-check"></i><b>1.1.5</b> Takeaways</a></li>
<li class="chapter" data-level="1.1.6" data-path="so-what-is-digital-archaeology.html"><a href="so-what-is-digital-archaeology.html#exercises"><i class="fa fa-check"></i><b>1.1.6</b> Exercises</a></li>
</ul></li>
<li class="chapter" data-level="1.2" data-path="project-management-basics.html"><a href="project-management-basics.html"><i class="fa fa-check"></i><b>1.2</b> Project Management Basics</a><ul>
<li class="chapter" data-level="1.2.1" data-path="project-management-basics.html"><a href="project-management-basics.html#take-aways"><i class="fa fa-check"></i><b>1.2.1</b> Take-aways</a></li>
<li class="chapter" data-level="1.2.2" data-path="project-management-basics.html"><a href="project-management-basics.html#exercises-1"><i class="fa fa-check"></i><b>1.2.2</b> exercises</a></li>
</ul></li>
<li class="chapter" data-level="1.3" data-path="github-version-control.html"><a href="github-version-control.html"><i class="fa fa-check"></i><b>1.3</b> Github & Version Control</a><ul>
<li class="chapter" data-level="1.3.1" data-path="github-version-control.html"><a href="github-version-control.html#the-core-functions-of-git"><i class="fa fa-check"></i><b>1.3.1</b> The core functions of Git</a></li>
<li class="chapter" data-level="1.3.2" data-path="github-version-control.html"><a href="github-version-control.html#key-terms"><i class="fa fa-check"></i><b>1.3.2</b> Key Terms</a></li>
<li class="chapter" data-level="1.3.3" data-path="github-version-control.html"><a href="github-version-control.html#take-aways-1"><i class="fa fa-check"></i><b>1.3.3</b> Take-aways</a></li>
<li class="chapter" data-level="1.3.4" data-path="github-version-control.html"><a href="github-version-control.html#further-reading"><i class="fa fa-check"></i><b>1.3.4</b> Further Reading</a></li>
<li class="chapter" data-level="1.3.5" data-path="github-version-control.html"><a href="github-version-control.html#exercises-2"><i class="fa fa-check"></i><b>1.3.5</b> Exercises</a></li>
<li class="chapter" data-level="1.3.6" data-path="github-version-control.html"><a href="github-version-control.html#warnings"><i class="fa fa-check"></i><b>1.3.6</b> Warnings</a></li>
</ul></li>
<li class="chapter" data-level="1.4" data-path="open-notebook-research-scholarly-communication.html"><a href="open-notebook-research-scholarly-communication.html"><i class="fa fa-check"></i><b>1.4</b> Open Notebook Research & Scholarly Communication</a><ul>
<li class="chapter" data-level="1.4.1" data-path="open-notebook-research-scholarly-communication.html"><a href="open-notebook-research-scholarly-communication.html#how-to-ask-questions"><i class="fa fa-check"></i><b>1.4.1</b> How to Ask Questions</a></li>
<li class="chapter" data-level="1.4.2" data-path="open-notebook-research-scholarly-communication.html"><a href="open-notebook-research-scholarly-communication.html#discussion"><i class="fa fa-check"></i><b>1.4.2</b> discussion</a></li>
<li class="chapter" data-level="1.4.3" data-path="open-notebook-research-scholarly-communication.html"><a href="open-notebook-research-scholarly-communication.html#take-aways-2"><i class="fa fa-check"></i><b>1.4.3</b> Take-aways</a></li>
<li class="chapter" data-level="1.4.4" data-path="open-notebook-research-scholarly-communication.html"><a href="open-notebook-research-scholarly-communication.html#further-reading-1"><i class="fa fa-check"></i><b>1.4.4</b> Further Reading</a></li>
<li class="chapter" data-level="1.4.5" data-path="open-notebook-research-scholarly-communication.html"><a href="open-notebook-research-scholarly-communication.html#on-privilege-and-open-notebooks"><i class="fa fa-check"></i><b>1.4.5</b> On Privilege and Open Notebooks</a></li>
<li class="chapter" data-level="1.4.6" data-path="open-notebook-research-scholarly-communication.html"><a href="open-notebook-research-scholarly-communication.html#exercises-3"><i class="fa fa-check"></i><b>1.4.6</b> exercises</a></li>
</ul></li>
<li class="chapter" data-level="1.5" data-path="failing-productively.html"><a href="failing-productively.html"><i class="fa fa-check"></i><b>1.5</b> Failing Productively</a><ul>
<li class="chapter" data-level="1.5.1" data-path="failing-productively.html"><a href="failing-productively.html#a-taxonomy-of-fails"><i class="fa fa-check"></i><b>1.5.1</b> A taxonomy of fails</a></li>
<li class="chapter" data-level="1.5.2" data-path="failing-productively.html"><a href="failing-productively.html#exercises-4"><i class="fa fa-check"></i><b>1.5.2</b> Exercises</a></li>
</ul></li>
<li class="chapter" data-level="1.6" data-path="the-ethics-of-big-data-in-archaeology.html"><a href="the-ethics-of-big-data-in-archaeology.html"><i class="fa fa-check"></i><b>1.6</b> The Ethics of Big Data in Archaeology</a><ul>
<li class="chapter" data-level="1.6.1" data-path="the-ethics-of-big-data-in-archaeology.html"><a href="the-ethics-of-big-data-in-archaeology.html#discussion-1"><i class="fa fa-check"></i><b>1.6.1</b> discussion</a></li>
<li class="chapter" data-level="1.6.2" data-path="the-ethics-of-big-data-in-archaeology.html"><a href="the-ethics-of-big-data-in-archaeology.html#exercises-5"><i class="fa fa-check"></i><b>1.6.2</b> exercises</a></li>
</ul></li>
<li class="chapter" data-level="1.7" data-path="the-human-problem.html"><a href="the-human-problem.html"><i class="fa fa-check"></i><b>1.7</b> The Human Problem</a></li>
</ul></li>
<li class="chapter" data-level="2" data-path="making-data-useful.html"><a href="making-data-useful.html"><i class="fa fa-check"></i><b>2</b> Making Data Useful</a><ul>
<li class="chapter" data-level="2.1" data-path="designing-data-collection.html"><a href="designing-data-collection.html"><i class="fa fa-check"></i><b>2.1</b> Designing Data Collection</a><ul>
<li class="chapter" data-level="2.1.1" data-path="designing-data-collection.html"><a href="designing-data-collection.html#discussion-2"><i class="fa fa-check"></i><b>2.1.1</b> discussion</a></li>
<li class="chapter" data-level="2.1.2" data-path="designing-data-collection.html"><a href="designing-data-collection.html#exercises-6"><i class="fa fa-check"></i><b>2.1.2</b> exercises</a></li>
</ul></li>
<li class="chapter" data-level="2.2" data-path="cleaning-data.html"><a href="cleaning-data.html"><i class="fa fa-check"></i><b>2.2</b> Cleaning Data</a><ul>
<li class="chapter" data-level="2.2.1" data-path="cleaning-data.html"><a href="cleaning-data.html#discussion-3"><i class="fa fa-check"></i><b>2.2.1</b> discussion</a></li>
<li class="chapter" data-level="2.2.2" data-path="cleaning-data.html"><a href="cleaning-data.html#exercises-7"><i class="fa fa-check"></i><b>2.2.2</b> exercises</a></li>
</ul></li>
<li class="chapter" data-level="2.3" data-path="arranging-and-storing-data-for-the-long-haul-databases.html"><a href="arranging-and-storing-data-for-the-long-haul-databases.html"><i class="fa fa-check"></i><b>2.3</b> Arranging and Storing Data for the Long Haul (Databases!)</a><ul>
<li class="chapter" data-level="2.3.1" data-path="arranging-and-storing-data-for-the-long-haul-databases.html"><a href="arranging-and-storing-data-for-the-long-haul-databases.html#discussion-4"><i class="fa fa-check"></i><b>2.3.1</b> discussion</a></li>
<li class="chapter" data-level="2.3.2" data-path="arranging-and-storing-data-for-the-long-haul-databases.html"><a href="arranging-and-storing-data-for-the-long-haul-databases.html#exercises-8"><i class="fa fa-check"></i><b>2.3.2</b> exercises</a></li>
</ul></li>
<li class="chapter" data-level="2.4" data-path="linked-open-data-and-data-publishing.html"><a href="linked-open-data-and-data-publishing.html"><i class="fa fa-check"></i><b>2.4</b> Linked Open Data and Data Publishing</a><ul>
<li class="chapter" data-level="2.4.1" data-path="linked-open-data-and-data-publishing.html"><a href="linked-open-data-and-data-publishing.html#discussion-5"><i class="fa fa-check"></i><b>2.4.1</b> discussion</a></li>
<li class="chapter" data-level="2.4.2" data-path="linked-open-data-and-data-publishing.html"><a href="linked-open-data-and-data-publishing.html#exercises-9"><i class="fa fa-check"></i><b>2.4.2</b> exercises</a></li>
</ul></li>
<li class="chapter" data-level="2.5" data-path="using-application-programming-interfaces-apis-to-retrieve-data.html"><a href="using-application-programming-interfaces-apis-to-retrieve-data.html"><i class="fa fa-check"></i><b>2.5</b> Using Application Programming Interfaces (APIS) to Retrieve Data</a><ul>
<li class="chapter" data-level="2.5.1" data-path="using-application-programming-interfaces-apis-to-retrieve-data.html"><a href="using-application-programming-interfaces-apis-to-retrieve-data.html#exercises-10"><i class="fa fa-check"></i><b>2.5.1</b> Exercises</a></li>
</ul></li>
<li class="chapter" data-level="2.6" data-path="scraping-data.html"><a href="scraping-data.html"><i class="fa fa-check"></i><b>2.6</b> Scraping Data</a><ul>
<li class="chapter" data-level="2.6.1" data-path="scraping-data.html"><a href="scraping-data.html#exercises-11"><i class="fa fa-check"></i><b>2.6.1</b> Exercises</a></li>
</ul></li>
</ul></li>
<li class="chapter" data-level="3" data-path="finding-and-communicating-the-compelling-story.html"><a href="finding-and-communicating-the-compelling-story.html"><i class="fa fa-check"></i><b>3</b> Finding and Communicating the Compelling Story</a><ul>
<li class="chapter" data-level="3.1" data-path="statistical-computing-with-r-and-python-notebooks-reproducible-code.html"><a href="statistical-computing-with-r-and-python-notebooks-reproducible-code.html"><i class="fa fa-check"></i><b>3.1</b> Statistical Computing with R and Python Notebooks; Reproducible code</a><ul>
<li class="chapter" data-level="3.1.1" data-path="statistical-computing-with-r-and-python-notebooks-reproducible-code.html"><a href="statistical-computing-with-r-and-python-notebooks-reproducible-code.html#discussion-6"><i class="fa fa-check"></i><b>3.1.1</b> discussion</a></li>
<li class="chapter" data-level="3.1.2" data-path="statistical-computing-with-r-and-python-notebooks-reproducible-code.html"><a href="statistical-computing-with-r-and-python-notebooks-reproducible-code.html#exercises-12"><i class="fa fa-check"></i><b>3.1.2</b> exercises</a></li>
</ul></li>
<li class="chapter" data-level="3.2" data-path="data-driven-documents.html"><a href="data-driven-documents.html"><i class="fa fa-check"></i><b>3.2</b> Data Driven Documents</a><ul>
<li class="chapter" data-level="3.2.1" data-path="data-driven-documents.html"><a href="data-driven-documents.html#d3"><i class="fa fa-check"></i><b>3.2.1</b> D3</a></li>
<li class="chapter" data-level="3.2.2" data-path="data-driven-documents.html"><a href="data-driven-documents.html#discussion-7"><i class="fa fa-check"></i><b>3.2.2</b> discussion</a></li>
<li class="chapter" data-level="3.2.3" data-path="data-driven-documents.html"><a href="data-driven-documents.html#exercises-13"><i class="fa fa-check"></i><b>3.2.3</b> exercises</a></li>
</ul></li>
<li class="chapter" data-level="3.3" data-path="storytelling-and-the-archaeological-cms-omeka-kora-and-mukurtu.html"><a href="storytelling-and-the-archaeological-cms-omeka-kora-and-mukurtu.html"><i class="fa fa-check"></i><b>3.3</b> Storytelling and the Archaeological CMS: Omeka, Kora, and Mukurtu</a><ul>
<li class="chapter" data-level="3.3.1" data-path="storytelling-and-the-archaeological-cms-omeka-kora-and-mukurtu.html"><a href="storytelling-and-the-archaeological-cms-omeka-kora-and-mukurtu.html#the-content-management-system"><i class="fa fa-check"></i><b>3.3.1</b> The Content Management System</a></li>
<li class="chapter" data-level="3.3.2" data-path="storytelling-and-the-archaeological-cms-omeka-kora-and-mukurtu.html"><a href="storytelling-and-the-archaeological-cms-omeka-kora-and-mukurtu.html#omeka"><i class="fa fa-check"></i><b>3.3.2</b> Omeka</a></li>
<li class="chapter" data-level="3.3.3" data-path="storytelling-and-the-archaeological-cms-omeka-kora-and-mukurtu.html"><a href="storytelling-and-the-archaeological-cms-omeka-kora-and-mukurtu.html#kora"><i class="fa fa-check"></i><b>3.3.3</b> Kora</a></li>
<li class="chapter" data-level="3.3.4" data-path="storytelling-and-the-archaeological-cms-omeka-kora-and-mukurtu.html"><a href="storytelling-and-the-archaeological-cms-omeka-kora-and-mukurtu.html#mukurtu"><i class="fa fa-check"></i><b>3.3.4</b> Mukurtu</a></li>
<li class="chapter" data-level="3.3.5" data-path="storytelling-and-the-archaeological-cms-omeka-kora-and-mukurtu.html"><a href="storytelling-and-the-archaeological-cms-omeka-kora-and-mukurtu.html#exercises-14"><i class="fa fa-check"></i><b>3.3.5</b> Exercises</a></li>
</ul></li>
<li class="chapter" data-level="3.4" data-path="what-is-web-mapping.html"><a href="what-is-web-mapping.html"><i class="fa fa-check"></i><b>3.4</b> What is Web Mapping?</a><ul>
<li class="chapter" data-level="3.4.1" data-path="what-is-web-mapping.html"><a href="what-is-web-mapping.html#overview-of-map-services"><i class="fa fa-check"></i><b>3.4.1</b> Overview of Map Services</a></li>
<li class="chapter" data-level="3.4.2" data-path="what-is-web-mapping.html"><a href="what-is-web-mapping.html#making-a-web-map-with-leaflet"><i class="fa fa-check"></i><b>3.4.2</b> Making a web map with Leaflet</a></li>
<li class="chapter" data-level="3.4.3" data-path="what-is-web-mapping.html"><a href="what-is-web-mapping.html#exercises-15"><i class="fa fa-check"></i><b>3.4.3</b> Exercises</a></li>
<li class="chapter" data-level="3.4.4" data-path="what-is-web-mapping.html"><a href="what-is-web-mapping.html#resources"><i class="fa fa-check"></i><b>3.4.4</b> Resources</a></li>
</ul></li>
<li class="chapter" data-level="3.5" data-path="virtual-archaeology.html"><a href="virtual-archaeology.html"><i class="fa fa-check"></i><b>3.5</b> Virtual Archaeology</a><ul>
<li class="chapter" data-level="3.5.1" data-path="virtual-archaeology.html"><a href="virtual-archaeology.html#theory"><i class="fa fa-check"></i><b>3.5.1</b> Theory</a></li>
<li class="chapter" data-level="3.5.2" data-path="virtual-archaeology.html"><a href="virtual-archaeology.html#method"><i class="fa fa-check"></i><b>3.5.2</b> Method</a></li>
<li class="chapter" data-level="3.5.3" data-path="virtual-archaeology.html"><a href="virtual-archaeology.html#practice"><i class="fa fa-check"></i><b>3.5.3</b> Practice</a></li>
<li class="chapter" data-level="3.5.4" data-path="virtual-archaeology.html"><a href="virtual-archaeology.html#discussion-8"><i class="fa fa-check"></i><b>3.5.4</b> Discussion</a></li>
<li class="chapter" data-level="3.5.5" data-path="virtual-archaeology.html"><a href="virtual-archaeology.html#exercises-16"><i class="fa fa-check"></i><b>3.5.5</b> Exercises</a></li>
</ul></li>
<li class="chapter" data-level="3.6" data-path="archaeogaming.html"><a href="archaeogaming.html"><i class="fa fa-check"></i><b>3.6</b> Archaeogaming</a><ul>
<li class="chapter" data-level="3.6.1" data-path="archaeogaming.html"><a href="archaeogaming.html#archaeological-reception"><i class="fa fa-check"></i><b>3.6.1</b> Archaeological Reception</a></li>
<li class="chapter" data-level="3.6.2" data-path="archaeogaming.html"><a href="archaeogaming.html#games-as-archaeology"><i class="fa fa-check"></i><b>3.6.2</b> Games as Archaeology</a></li>
<li class="chapter" data-level="3.6.3" data-path="archaeogaming.html"><a href="archaeogaming.html#archaeogaming-projects-past-and-present"><i class="fa fa-check"></i><b>3.6.3</b> Archaeogaming Projects Past and Present</a></li>
<li class="chapter" data-level="3.6.4" data-path="archaeogaming.html"><a href="archaeogaming.html#is-archaeogaming-archaeology-a-future-of-the-discipline."><i class="fa fa-check"></i><b>3.6.4</b> Is Archaeogaming Archaeology? A Future of the Discipline.</a></li>
<li class="chapter" data-level="3.6.5" data-path="archaeogaming.html"><a href="archaeogaming.html#exercises-17"><i class="fa fa-check"></i><b>3.6.5</b> Exercises</a></li>
<li class="chapter" data-level="3.6.6" data-path="archaeogaming.html"><a href="archaeogaming.html#further-reading-2"><i class="fa fa-check"></i><b>3.6.6</b> Further Reading</a></li>
</ul></li>
<li class="chapter" data-level="3.7" data-path="social-media-as-public-engagement-scholarly-communication-in-archaeology.html"><a href="social-media-as-public-engagement-scholarly-communication-in-archaeology.html"><i class="fa fa-check"></i><b>3.7</b> Social media as Public Engagement & Scholarly Communication in Archaeology</a><ul>
<li class="chapter" data-level="3.7.1" data-path="social-media-as-public-engagement-scholarly-communication-in-archaeology.html"><a href="social-media-as-public-engagement-scholarly-communication-in-archaeology.html#discussion-9"><i class="fa fa-check"></i><b>3.7.1</b> discussion</a></li>
<li class="chapter" data-level="3.7.2" data-path="social-media-as-public-engagement-scholarly-communication-in-archaeology.html"><a href="social-media-as-public-engagement-scholarly-communication-in-archaeology.html#exercises-18"><i class="fa fa-check"></i><b>3.7.2</b> exercises</a></li>
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<li class="chapter" data-level="3.8" data-path="computational-creativity.html"><a href="computational-creativity.html"><i class="fa fa-check"></i><b>3.8</b> Computational Creativity</a><ul>
<li class="chapter" data-level="3.8.1" data-path="computational-creativity.html"><a href="computational-creativity.html#twitterbots-with-tracery"><i class="fa fa-check"></i><b>3.8.1</b> Twitterbots with Tracery</a></li>
<li class="chapter" data-level="3.8.2" data-path="computational-creativity.html"><a href="computational-creativity.html#chatbots"><i class="fa fa-check"></i><b>3.8.2</b> Chatbots</a></li>
<li class="chapter" data-level="3.8.3" data-path="computational-creativity.html"><a href="computational-creativity.html#sonification"><i class="fa fa-check"></i><b>3.8.3</b> Sonification</a></li>
<li class="chapter" data-level="3.8.4" data-path="computational-creativity.html"><a href="computational-creativity.html#worldbuilding"><i class="fa fa-check"></i><b>3.8.4</b> Worldbuilding</a></li>
</ul></li>
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<li class="chapter" data-level="4" data-path="eliding-the-digital-and-the-physical.html"><a href="eliding-the-digital-and-the-physical.html"><i class="fa fa-check"></i><b>4</b> Eliding the Digital and the Physical</a><ul>
<li class="chapter" data-level="4.1" data-path="d-photogrammetry.html"><a href="d-photogrammetry.html"><i class="fa fa-check"></i><b>4.1</b> 3D Photogrammetry</a><ul>
<li class="chapter" data-level="4.1.1" data-path="d-photogrammetry.html"><a href="d-photogrammetry.html#basic-principles"><i class="fa fa-check"></i><b>4.1.1</b> Basic principles</a></li>
<li class="chapter" data-level="4.1.2" data-path="d-photogrammetry.html"><a href="d-photogrammetry.html#further-readings"><i class="fa fa-check"></i><b>4.1.2</b> Further Readings</a></li>
<li class="chapter" data-level="4.1.3" data-path="d-photogrammetry.html"><a href="d-photogrammetry.html#exercises-20"><i class="fa fa-check"></i><b>4.1.3</b> exercises</a></li>
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<li class="chapter" data-level="4.2" data-path="d-printing-the-internet-of-things-and-maker-archaeology.html"><a href="d-printing-the-internet-of-things-and-maker-archaeology.html"><i class="fa fa-check"></i><b>4.2</b> 3D Printing, the Internet of Things and “Maker” Archaeology</a><ul>
<li class="chapter" data-level="4.2.1" data-path="d-printing-the-internet-of-things-and-maker-archaeology.html"><a href="d-printing-the-internet-of-things-and-maker-archaeology.html#d-printing---a-workflow"><i class="fa fa-check"></i><b>4.2.1</b> 3d Printing - a Workflow</a></li>
<li class="chapter" data-level="4.2.2" data-path="d-printing-the-internet-of-things-and-maker-archaeology.html"><a href="d-printing-the-internet-of-things-and-maker-archaeology.html#using-raspberry-pi-in-the-field"><i class="fa fa-check"></i><b>4.2.2</b> Using Raspberry Pi in the Field</a></li>
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<li class="chapter" data-level="4.3" data-path="place-based-interpretation-with-locative-augmented-reality.html"><a href="place-based-interpretation-with-locative-augmented-reality.html"><i class="fa fa-check"></i><b>4.3</b> Place-based Interpretation with Locative Augmented Reality</a><ul>
<li class="chapter" data-level="4.3.1" data-path="place-based-interpretation-with-locative-augmented-reality.html"><a href="place-based-interpretation-with-locative-augmented-reality.html#projection-mapping"><i class="fa fa-check"></i><b>4.3.1</b> Projection Mapping</a></li>
<li class="chapter" data-level="4.3.2" data-path="place-based-interpretation-with-locative-augmented-reality.html"><a href="place-based-interpretation-with-locative-augmented-reality.html#exercises-22"><i class="fa fa-check"></i><b>4.3.2</b> exercises</a></li>
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<li class="chapter" data-level="4.4" data-path="artificial-intelligence-in-digital-archaeology.html"><a href="artificial-intelligence-in-digital-archaeology.html"><i class="fa fa-check"></i><b>4.4</b> Artificial Intelligence in Digital Archaeology</a><ul>
<li class="chapter" data-level="4.4.1" data-path="artificial-intelligence-in-digital-archaeology.html"><a href="artificial-intelligence-in-digital-archaeology.html#agent-based-modeling-abm"><i class="fa fa-check"></i><b>4.4.1</b> Agent-based modeling (ABM)</a></li>
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<li class="chapter" data-level="4.5" data-path="computer-vision-and-archaeology.html"><a href="computer-vision-and-archaeology.html"><i class="fa fa-check"></i><b>4.5</b> Computer Vision and Archaeology</a><ul>
<li class="chapter" data-level="4.5.1" data-path="computer-vision-and-archaeology.html"><a href="computer-vision-and-archaeology.html#convolutional-neural-networks"><i class="fa fa-check"></i><b>4.5.1</b> Convolutional Neural Networks</a></li>
<li class="chapter" data-level="4.5.2" data-path="computer-vision-and-archaeology.html"><a href="computer-vision-and-archaeology.html#applications"><i class="fa fa-check"></i><b>4.5.2</b> Applications</a></li>
<li class="chapter" data-level="4.5.3" data-path="computer-vision-and-archaeology.html"><a href="computer-vision-and-archaeology.html#exercises-23"><i class="fa fa-check"></i><b>4.5.3</b> Exercises</a></li>
</ul></li>
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<li class="chapter" data-level="5" data-path="digital-archaeologys-place-in-the-world.html"><a href="digital-archaeologys-place-in-the-world.html"><i class="fa fa-check"></i><b>5</b> Digital Archaeology’s Place in the World</a><ul>
<li class="chapter" data-level="5.1" data-path="marketing-digital-archaeology.html"><a href="marketing-digital-archaeology.html"><i class="fa fa-check"></i><b>5.1</b> Marketing Digital Archaeology</a><ul>
<li class="chapter" data-level="5.1.1" data-path="marketing-digital-archaeology.html"><a href="marketing-digital-archaeology.html#exercises-24"><i class="fa fa-check"></i><b>5.1.1</b> exercises</a></li>
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<li class="chapter" data-level="5.2" data-path="sustainability-power-in-digital-archaeology.html"><a href="sustainability-power-in-digital-archaeology.html"><i class="fa fa-check"></i><b>5.2</b> Sustainability & Power in Digital Archaeology</a><ul>
<li class="chapter" data-level="5.2.1" data-path="sustainability-power-in-digital-archaeology.html"><a href="sustainability-power-in-digital-archaeology.html#discussion-12"><i class="fa fa-check"></i><b>5.2.1</b> discussion</a></li>
<li class="chapter" data-level="5.2.2" data-path="sustainability-power-in-digital-archaeology.html"><a href="sustainability-power-in-digital-archaeology.html#exercises-25"><i class="fa fa-check"></i><b>5.2.2</b> exercises</a></li>
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<li class="chapter" data-level="6" data-path="on-the-horizons-where-digital-archaeology-might-go-next.html"><a href="on-the-horizons-where-digital-archaeology-might-go-next.html"><i class="fa fa-check"></i><b>6</b> On the Horizons: Where Digital Archaeology Might Go Next</a></li>
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<div id="linked-open-data-and-data-publishing" class="section level2">
<h2><span class="header-section-number">2.4</span> Linked Open Data and Data Publishing</h2>
<p>huggett, costopoulos discussion on desireability or not of different kinds of silos</p>
<p>linked open data one way of having cake and eating too</p>
<p>difficulties in effecting this vision</p>
<p>While many databases, services, or museums might expose their data via a web API, there can be limitations. Matthew Lincoln has an excellent tutorial at <a href="https://programminghistorian.org/en/lessons/graph-databases-and-SPARQL">The Programming Historian</a> that walks us through some of these differences, but the key one is in the way the data is represented. When data is described using a ‘Resource Description Framework’, RDF, the resource - the ‘thing’- is described via a series of relationships, rather than as rows in a table or keys having values.</p>
<p>Information is in the relationships. It’s a network. It’s a <em>graph</em>. Thus, every ‘thing’ in this graph can have its own <em>uniform resource identifier</em> (URI) that lives as a location on the internet. Information can then be created by making <em>statements</em> that use these URIs, similarly to how English grammar creates meaning: subject verb object. Or, in RDF-speak, ‘subject predicate object’, also known as a <em>triple</em>. In this way, data in <em>different</em> places can be linked together by referencing the elements they have in common. This is Linked Open Data (LOD). The access point for interrogating LOD is called an ‘endpoint’.</p>
<p>Finally, <em>SPARQL</em> is an acronymn for SPARQL Protocol and RDF Query Language (yes, it’s one of <em>those</em> kinds of acronyms).</p>
<p>In the notebook for this section, we’re not using Python or R directly. Instead, we’ve set up a ‘kernel’ (think of that as the ‘engine’ for the notebook) that already includes everything necessary to set up and run SPARQL queries. (For reference, the kernel code is <a href="https://github.com/paulovn/sparql-kernel">here</a>). Both R and Python can interact with and query endpoints, and manipulate linked open data, but for the sake of learning a bit of what one can do with SPARQL, this notebook keeps all of that ancillary code tucked away. The followup notebook shows you how to use R to do some basic manipulations of the query results.</p>
<p>Note the sparql endpoint for nomisma also lets you download in csv, geojson, kml</p>
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<h3><span class="header-section-number">2.4.1</span> discussion</h3>
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<h3><span class="header-section-number">2.4.2</span> exercises</h3>
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