AntTech
Dec 19, 2017 · Artificial Intelligence
Best Paper Review: Hike – A Hybrid Human‑Machine Method for Entity Alignment in Large‑Scale Knowledge Bases (CIKM 2017)
This article summarizes the award‑winning CIKM 2017 paper “Hike: A Hybrid Human‑Machine Method for Entity Alignment in Large‑Scale Knowledge Bases,” explaining its motivation, the entity‑partition and predicate‑similarity techniques, the construction of partial orders, question‑selection strategies, inference modeling, error‑tolerance mechanisms, and the greedy algorithms that together achieve state‑of‑the‑art alignment performance.
AICIKMHuman-Machine Collaboration
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