Tencent Cloud Developer
Apr 12, 2024 · Artificial Intelligence
Independent Cascade with Invitation (ICI) Model for Invitation-Aware Diffusion in Social Networks
The Independent Cascade with Invitation (ICI) model extends traditional diffusion by explicitly modeling multi‑stage invitation behavior—Inviter, Invitee, Acceptor—using probabilistic role transitions, and demonstrates up to five‑fold cascade estimation improvement and significant gains in friend‑recommendation and seed‑spread applications across game and social‑network datasets.
ICI modelWWW 2024friend recommendation
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