AI RESEARCH
From Ranking to Reasoning: Explainable Web API Recommendation via Semantic Reasoning
arXiv CS.AI
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ArXi:2511.05820v2 Announce Type: replace-cross The rapid growth of Web APIs has made automated Web API recommendation essential for efficient mashup development. However, existing approaches suffer from two major limitations: 1) they rely on fixed top-N recommendation strategies that cannot adapt to mashup complexity, and 2) they provide little or no explanation for recommended APIs, limiting transparency and user trust.