social media
Bluesky Post 2023-07-10
By Shawn M. Jones
Remember those growth curves above? DSA1’s temporal cluster step does not consider them. DSA2 addresses this while also focusing on selecting exemplar...
Blog posts tagged with "bluesky"
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social mediaBluesky Post 2023-07-10
By Shawn M. JonesBut DSA2 is not the only possible web archive storytelling algorithm. DSA3 focuses on selecting exemplars that support the overall collection topic. I...
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social mediaBluesky Post 2023-07-10
By Shawn M. JonesWhile DSA3 focuses on exemplars that support the collection’s overall topic, DSA4 selects *novel* exemplars that meet the overall topic. DSA4 does not...
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social mediaBluesky Post 2023-07-10
By Shawn M. JonesUsing our vocabulary of primitives, we have created four algorithms for different types of storytelling from web archive collections. Each has a diffe...
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social mediaBluesky Post 2023-07-10
By Shawn M. JonesWhy not just use a search engine to select exemplars? One challenge with this approach is that many web archive collections have little to no metadata...
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social mediaBluesky Post 2023-07-10
By Shawn M. JonesHow well do these algorithms compare with a search engine for exemplar selection? We synthesized WARCs from 8 different Archive-It collections and loa...
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social mediaBluesky Post 2023-07-10
By Shawn M. JonesFrom each exemplar, we applied query-generation techniques to simulate different visitors searching for these documents. We found that DSA1-DSA4 surfa...
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social mediaBluesky Post 2023-07-10
By Shawn M. JonesAdditionally, we found that DSA1-DSA4 surfaced documents that are never retrievable from the search engine, even when applying known-item queries. Thu...
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social mediaBluesky Post 2023-07-10
By Shawn M. JonesThe documents with zero retrievability were germane to their collections. The images here show documents from collections about NASA Social Media, Del...