Elon is planning to effectively kill social cards on #Twitter. Social cards were a big part of my dissertation work. I published a few papers about generating them via #ComputerVision, #NLP, and #MachineLearning because they make for nice bits of document #Summarization and #Storytelling. Now Musk wants them gone to force journalists to write articles directly on Twitter.
Ref (paywall): https://fortune.com/2023/08/21/elon-musk-plans-remove-headlines-news-articles-link-shared-on-x-twitter/
Ref (article about paywalled article): https://9to5mac.com/2023/08/21/twitter-to-hide-news-headlines/
In 2020, we developed a special tool, MementoEmbed, for generating/extracting metadata from archived web pages. We presented this tool at the Web Archiving and Digital Libraries Workshop (WADL2020).
We found out that #Twitter, #Facebook, #Tumblr, and others could not reliably create cards for archived web pages. We use MementoEmbed’s cards in #Storytelling with our tool Raintale to create a #Visualization of this #Summarization.
Social cards are generated based on #metadata present in web pages. If the author does not create the metadata, the service will not create the card. What do we do for web pages that predate this metadata?
A lot of #Automatic #Summarization techniques can help us create the description part of social cards, but what about the image? In 2021, we found that Random Forest #MachineLearning can help choose the correct image using easy-to-calculate features.
What about that metadata that is present? Grusky et al. (https://doi.org/10.18653/v1/N18-1065 ) realized that, because page authors create that metadata, it can serve as ground truth to evaluate #Automatic #Summarization.
We analyzed pages from #WebArchiving and saw how this metadata evolved. By 2010 we saw a metadata explosion with the use of #Twitter Cards, Open Graph Protocol, #Facebook Tracking, and more. Things like Twitter cards created a metadata renaissance for HTML.
So it makes me wonder, with Elon killing #Twitter Cards and #Facebook backing off of news sharing (and blocking it sometimes), what will the future be for social cards and HTML metadata?
Ref: Facebook blocking wildfire news information rather than pay publishers: https://apnews.com/article/canada-wildfires-facebook-news-blocking-734a5bc05796e38a011c6c9a473efea8
See original post above for link to story about Elon killing Twitter cards.