The Filter Bubble¶
Pariser, E. (2011). The Filter Bubble: What the Internet Is Hiding from You. Penguin Press.
Cited by¶
4 citations across 4 artifacts.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Echo Chamber
- In social networks, it is the algorithmically curated feed plus homophilous follow patterns, where dissenting voices are not surfaced because engagement signals do not favour them.
This sourceArgues algorithmic curation and homophilous networks create personalized information enclosures experienced as complete rather than filtered.
Supported in partVerified against the work's full text
Pariser's book documents algorithmic personalization and homophilous Facebook feeds limiting exposure to opposing views, but not the specific likes-and-shares reinforcement gradient or self-sealing meta-belief.
“Facebook-the primary news source for an increasing number of Americans-prioritizes the links it believes will appeal to you so that if you are a liberal, you can expect to see only progressive links.”
- In social networks, it is the algorithmically curated feed plus homophilous follow patterns, where dissenting voices are not surfaced because engagement signals do not favour them.
Domain-specific¶
- Filter bubble
- Search and recommender systems. Results re-ranked by predicted click probability collapse toward the user's revealed interests, suppressing what an unpersonalized ranking over the same catalog would have surfaced. Social-media feeds. Engagement-optimized ranking starves dissenting and out-group content, the case most associated with Pariser's framing and the running example of the narrowing feedback loop. Personalized news. Editorial diversity in what a reader is shown falls as individual-level targeting rises
This sourcePariser's argument that personalized news filtering narrows what each reader is shown. Pariser's 2011 book that named and popularized the 'filter bubble'. Pariser's account of Facebook's feed silently dropping his conservative friends' links because he clicked his liberal friends' links more.
Supported in partVerified against the source
- Search and recommender systems. Results re-ranked by predicted click probability collapse toward the user's revealed interests, suppressing what an unpersonalized ranking over the same catalog would have surfaced. Social-media feeds. Engagement-optimized ranking starves dissenting and out-group content, the case most associated with Pariser's framing and the running example of the narrowing feedback loop. Personalized news. Editorial diversity in what a reader is shown falls as individual-level targeting rises
Mechanisms¶
- Context-Restoration Toggle
- If the toggle is buried or rarely exercised, users forget the hidden context exists
This sourceDescribes the filter bubble as invisible personalization that presents an edited information universe without users' awareness.
- If the toggle is buried or rarely exercised, users forget the hidden context exists
- Filter Transparency Dashboard
- This is the direct counter to the filter bubble
This sourceA filter bubble is an individualized information environment produced by largely invisible personalization rather than explicit user choice.
- This is the direct counter to the filter bubble
Verification¶
Does it exist? Not checked yet. This work's ISBN is recorded above but has not been resolved against an external catalogue, so nothing here confirms the work exists.
Does it back the claim? Read against the text for 2 of 4 citations: 2 supported in part. Each verdict is shown under its citation below, with what in the work backs the sentence.
Support is checked per citation rather than per work — the same source can be cited soundly in one article and wrongly in another. Per-citation recording began recently, so a citation with no recorded check is a gap in the record rather than evidence it went unchecked.
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Links previously used in the corpus¶
Before the registry existed this work was also linked 2 other ways.
- https://www.penguinrandomhouse.com/books/309214/the-filter-bubble-by-eli-pariser/9781101515129/ ×1
- https://www.penguinrandomhouse.com/books/310757/the-filter-bubble-by-eli-pariser/ ×1
Registry ID ref:b14b210ebe54 · see in the full table