Stock portfolio selection balancing variance and tail risk via stock vector representation acquired from price data and texts

Knowledge-Based Systems(2022)

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摘要
Recent works on portfolio selection report ways to incorporate textual data in addition to price movements. Price, texts, and events as what lies underneath take heterogeneous data form and therefore have been processed without any consistent mathematical formulation.
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关键词
Portfolio optimization,Mean–variance minimization,News text,Stock embedding,Neural network,Tail risk
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