Authors
Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco De Gemmis, Georgios Lekkas
Publication date
2015/9/1
Journal
Decision Support Systems
Volume
77
Pages
100-111
Publisher
North-Holland
Description
Recommendation of financial investment strategies is a complex and knowledge-intensive task. Typically, financial advisors have to discuss at length with their wealthy clients and have to sift through several investment proposals before finding one able to completely meet investors' needs and constraints. As a consequence, a recent trend in wealth management is to improve the advisory process by exploiting recommendation technologies. This paper proposes a framework for recommendation of asset allocation strategies which combines case-based reasoning with a novel diversification strategy to support financial advisors in the task of proposing diverse and personalized investment portfolios. The performance of the framework has been evaluated by means of an experimental session conducted against 1172 real users, and results show that the yield obtained by recommended portfolios overcomes that of …
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