Pop-up ads experienced a remarkable surge in the late 1990s and early 2000s, initially offering a seemingly simple way for marketers to reach a wide audience. Driven by their instant visibility, these intrusive windows became ubiquitous across the web , generating substantial income for publishers and promoters . However, user displeasure rapidly g

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