Cognitive User Interface for Portfolio Optimization

نویسندگان

چکیده

This paper describes the development of a chatbot as cognitive user interface for portfolio optimization. The financial optimization is proposed to provide an easy-to-use optimization, including wide range investment objectives and flexibility include variety constraints representing preferences when compared existing online automated advisory services. Additionally, use allows investors lacking background in quantitative finance utilize capable extracting from natural text inputs, handling these inputs with backend solver, analyzing results, communicating characteristics optimized back user. architecture design are presented, along implementation using IBM Cloud, SS&C Algorithmics Portfolio Optimizer, Slack example this approach. cloud applications provides scalability, potential performance improvements, could inspire future

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ژورنال

عنوان ژورنال: Journal of risk and financial management

سال: 2021

ISSN: ['1911-8074', '1911-8066']

DOI: https://doi.org/10.3390/jrfm14040180