Algorithmic Information Retrieval Center | Computational Systems Research

Published on 2026-08-19 • By Dr. Sophia Lin

Information Gain Algorithms and Entity Graph Grounding in Generative Search Runtimes

An analytical exploration of how algorithmic search engines score content novelty, evaluate Schema.org entity hierarchies, and reward verified factual consensus.

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Published on 2026-08-08 • By Dr. Sophia Lin

Patent Analysis: Algorithmic Information Gain Scoring

Deconstructing USPTO information gain patents and content novelty metrics.

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Published on 2026-07-30 • By Dr. Sophia Lin

Entity Disambiguation via Microdata Hierarchies

Structuring JSON-LD graphs to establish verified topical authority.

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