Dark and Stormy Archives

Dark and Stormy Archives (DSA) project -- storytelling solutions to summarize corpora. Led by @shawnmjones of @WebSciDL.

SHARI stories will move to #Mastodon.

[Dark and Stormy Archives @StormyArchives]

An important distinction for the work of @StormyArchives

[Shawn M. Jones, PhD / @[email protected] @shawnmjones]

@StormyArchives combines NLP, ML, CV, and social media storytelling for summarization. This #WebArchiveWednesday, I highlight two processes developed by @WebSciDL @StormyArchives:
* HARI -- summarizes a web archive collection
* SHARI -- summarizes a day's news using web archives

[Michael L. Nelson @phonedude_mln]

A good, quick read re: #ATBW. An interest for many of us, given how Twitter is rapidly (d)evolving.

With @ArchivingTBW focusing on "small histories", perhaps @StormyArchives storytelling tools can help?

https://t.co/Na6NdzZNfq

#WebArchiveWednesday

[Shawn M. Jones, PhD / @[email protected] @shawnmjones]

I was early for #WebArchiveWednesday

https://t.co/ZT4NMviAQp

[Shawn M. Jones, PhD / @[email protected] @shawnmjones]

What story will you tell with web archives?

@WebSciDL @StormyArchives analyzes applying social media #storytelling to #webarchiving. Our latest @TwebACM paper focuses on selecting the exemplar documents and images for storytelling. 🧵👇🏻 (1/)

https://t.co/Ma2fLlVWOy

[Shawn M. Jones, PhD / @[email protected] @shawnmjones]

SHARI is a collaboration between @storygraphbot and @StormyArchives to summarize the biggest news stories on the DSA-Puddles website. Our ability to announce new stories on Twitter stopped working on April 11. We'll move these announcements to #Mastodon.

https://t.co/PxJJ1bSQkk

[Lesley Frew @lesley_elis]

@phonedude_mln @weiglemc @jcdl2023 @WebSciDL @shawnmjones @anjacks0n @AndersKlindt @ThomasEgense @TokeEskildsen @webrecorder_io @EnviroDGI The search interface includes deletion animations. See https://t.co/CXaR5cgrli for animation examples.

See https://t.co/J6OLVUpNji for our user tasks motivations.

I would like to thank @ACMSIGIR for funding my @jcdl2023 conference attendance with a student travel grant. 5/5

[Lesley Frew @lesley_elis]

This #WebArchiveWednesday I would like to share our (@phonedude_mln @weiglemc) @jcdl2023 paper "Making Changes in Webpages Discoverable: A Change-Text Search Interface for Web Archives"

Pre-print: https://t.co/KJVEe0Dz3D

@WebSciDL 1/5

[Lesley Frew @lesley_elis]

@phonedude_mln @weiglemc @jcdl2023 @WebSciDL Existing web archive search engines either list out every matching version of a page, cluttering the results, or group versions together, hiding changes. Our search interface allows for users to search for changes, and shows the changes between versions in the results. 2/5

[Lesley Frew @lesley_elis]

@phonedude_mln @weiglemc @jcdl2023 @WebSciDL We used Hypercane (@shawnmjones) to download WARCs from public web archives, then indexed them into both Lucene (@anjacks0n @AndersKlindt @ThomasEgense @TokeEskildsen) and PyWB (@webrecorder_io). We built our search interface using Solarium. 3/5

[Dark and Stormy Archives @StormyArchives]

From the SHARI process: @storygraphbot's biggest news story for Tuesday, April 11, 2023 -- the biden administration (6), the abortion pill (6), 10 2023 (6), new york (5), link copied (5)...
https://t.co/tbJJwgWSBc

[Dark and Stormy Archives @StormyArchives]

From the SHARI process: @storygraphbot's biggest news story for Sunday, April 9, 2023 -- judge texas (7), food drug (6), washington state (5), the 17 states (5), new york (5)...
https://t.co/BIuhNsWSKR

[Dark and Stormy Archives @StormyArchives]

From the SHARI process: @storygraphbot's biggest news story for Saturday, April 8, 2023 -- in washington state (9), court appeals (8), abortion pills (8), seven days (7), roe wade (7)...
https://t.co/9coyE32kvz

[Dark and Stormy Archives @StormyArchives]

From the SHARI process: @storygraphbot's biggest news story for Friday, April 7, 2023 -- gloria johnson (10), gun violence (8), gun reform (8), voted expel (7), the tennessee state capitol (7)...
https://t.co/moOo3XYrIO

[Dark and Stormy Archives @StormyArchives]

From the SHARI process: @storygraphbot's biggest news story for Thursday, April 6, 2023 -- new york (5), stormy daniels (4), social reform (4), reform movements (4), press pool (4)...
https://t.co/61BLmdKwgr

[Dark and Stormy Archives @StormyArchives]

From the SHARI process: @storygraphbot's biggest news story for Wednesday, April 5, 2023 -- new york (26), district attorney alvin bragg (19), of falsifying business records (18), porn star stormy daniels (16), to 34 felony counts (15)...
https://t.co/SWyAmj1ZkM

[Dark and Stormy Archives @StormyArchives]

From the SHARI process: @storygraphbot's biggest news story for Tuesday, April 4, 2023 -- new york state (24), of falsifying business records (23), stormy daniels (18), statement facts (11), grand jury (11)...
https://t.co/Bo0Ysefu4q

[Dark and Stormy Archives @StormyArchives]

From the SHARI process: @storygraphbot's biggest news story for Monday, April 3, 2023 -- district attorney alvin bragg (13), a manhattan grand jury (13), stormy daniels (11), be on your best behavior (9), adams said (9)...
https://t.co/y5Hr2yQgE8

[Dark and Stormy Archives @StormyArchives]

From the SHARI process: @storygraphbot's biggest news story for Sunday, April 2, 2023 -- new york (21), district attorney alvin bragg’s (13), grand jury (11), porn star stormy daniels (10), criminal charges (10)...
https://t.co/tzAWX83dPI

[Dark and Stormy Archives @StormyArchives]

From the SHARI process: @storygraphbot's biggest news story for Saturday, April 1, 2023 -- new york (22), a manhattan grand jury (19), stormy daniels (16), indictment president (11), the 2020 election (8)...
https://t.co/T4j6iPrZyB

[Dark and Stormy Archives @StormyArchives]

From the SHARI process: @storygraphbot's biggest news story for Thursday, March 9, 2023 -- which cost police officers their lives (5), dominion voting systems against fox (5), 6 attack (5), the chief of the capitol police (4), the 2020 election was ...
https://t.co/ilBncJXQ12

[Dark and Stormy Archives @StormyArchives]

From the SHARI process: @storygraphbot's biggest news story for Wednesday, March 8, 2023 -- capitol police chief (11), security footage (6), cost police officers their (6), carlson said (6), reform movements (5)...
https://t.co/0MUL3iXSE1