A gated hybrid contrastive collaborative filtering framework improves hit rate@10 and NDCG@10 on movie review datasets by layer-wise adaptive fusion of semantic and collaborative signals with contrastive objectives.
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A pipeline builds a battery research knowledge graph from 189k OpenAlex papers using author vectors weighted by OpenAlex concepts, KeyBERT/ChatGPT keyphrases, authorship position, and recency, then serializes it as RDF linked to Wikidata.
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A Gated Hybrid Contrastive Collaborative Filtering Recommendation
A gated hybrid contrastive collaborative filtering framework improves hit rate@10 and NDCG@10 on movie review datasets by layer-wise adaptive fusion of semantic and collaborative signals with contrastive objectives.
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Construction of a Battery Research Knowledge Graph using a Global Open Catalog
A pipeline builds a battery research knowledge graph from 189k OpenAlex papers using author vectors weighted by OpenAlex concepts, KeyBERT/ChatGPT keyphrases, authorship position, and recency, then serializes it as RDF linked to Wikidata.