Fintech: A content analysis of the finance and information systems literature

Z Jourdan, JK Corley, R Valentine, AM Tran - Electronic Markets, 2023 - Springer
The amount of research related to financial technologies (fintech) has grown rapidly since
these modalities have been implemented. A review of this literature base will help identify …

Robo-advisors: A systematic literature review

G Cardillo, H Chiappini - Finance Research Letters, 2024 - Elsevier
Using a systematic literature review, our study analyzes articles on robo-advisors between
2017 and 2022. Our review identifies four relevant research streams: early classification of …

Goal-based investing based on multi-stage robust portfolio optimization

JH Kim, Y Lee, WC Kim, FJ Fabozzi - Annals of Operations Research, 2022 - Springer
While portfolio optimization is generally based on the return and risk of a portfolio, goal-
based investing primarily focuses on achieving financial goals of individuals, which has …

Dynamic optimization for multi-goals wealth management

SR Das, D Ostrov, A Radhakrishnan… - Journal of Banking & …, 2022 - Elsevier
We develop a dynamic programming methodology that seeks to maximize investor
outcomes over multiple, potentially competing goals (such as upgrading a home, paying …

Goal-based investing with goal postponement: multistage stochastic mixed-integer programming approach

S Bae, Y Lee, WC Kim, JH Kim, FJ Fabozzi - Annals of Operations …, 2024 - Springer
This paper introduces a multistage stochastic mixed-integer programming model designed
for a goal-based investing (GBI) problem, incorporating the option of goal postponement …

Robustness in Portfolio Optimization.

JH Kim, WC Kim, Y Lee, BG Choi… - Journal of Portfolio …, 2023 - search.ebscohost.com
Portfolio optimization is the basic quantitative approach for finding optimal portfolio weights.
It has become increasingly important as portfolio construction involves more and more data …

Socio-demographic factors determining expectation experienced while using modern technologies in personal financial management (PFM and robo-advice): a Polish …

K Waliszewski, A Warchlewska - 2020 - um.edu.mt
Purpose: The article aims to uncover the dependencies in the use of modern technologies to
plan personal finances in two key areas: career advice and computer software that monitors …

Household financial health: a machine learning approach for data-driven diagnosis and prescription

K Kim, Y Hwang, D Lim, S Kim, J Lee, Y Lee - Quantitative Finance, 2023 - Taylor & Francis
Household finances are being threatened by unprecedented social and economic
upheavals, including an aging society and slow economic growth. Numerous researchers …

Large-scale financial planning via a partially observable stochastic dual dynamic programming framework

J Lee, DG Kwon, Y Lee, JH Kim, WC Kim - Quantitative Finance, 2023 - Taylor & Francis
The multi-stage stochastic programming (MSP) approach is widely used to solve financial
planning problems owing to its flexibility. However, the size of an MSP problem grows …

Financial Robo-advisor: learning from academic literature

EN Hasanah, SK Wiryono… - … : Manajemen Ide dan …, 2023 - journal3.uin-alauddin.ac.id
Abstract Financial Robo-Advisor is the technology that integrates machine learning and self-
identification to determine investment decisions. This study explores the financial robo …