Pop-up ads experienced a remarkable ascension in the late 1990s and early 2000s, initially offering a seemingly easy way for businesses to reach a wide audience. Driven by their noticeable visibility, these intrusive displays became ubiquitous across the internet , generating substantial revenue for publishers and vendors. However, user displeasure

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