Peer to peer (P2P) lending problems and potential solutions: A systematic literature review
There is a growing Financial Technology (Fintech) business model, such as Peer to Peer
(P2P) Lending. P2P Lending allows individuals and businesses to borrow and lend money …
(P2P) Lending. P2P Lending allows individuals and businesses to borrow and lend money …
Online peer-to-peer lending: A review of the literature
This study reviews the literature of online peer-to-peer (P2P) lending from 2008 until 2020
as an emergent but fast spreading phenomenon in the context of digital finance. Previous …
as an emergent but fast spreading phenomenon in the context of digital finance. Previous …
Ekt: Exercise-aware knowledge tracing for student performance prediction
For offering proactive services (eg, personalized exercise recommendation) to the students
in computer supported intelligent education, one of the fundamental tasks is predicting …
in computer supported intelligent education, one of the fundamental tasks is predicting …
Learning from history and present: Next-item recommendation via discriminatively exploiting user behaviors
In the modern e-commerce, the behaviors of customers contain rich information, eg,
consumption habits, the dynamics of preferences. Recently, session-based …
consumption habits, the dynamics of preferences. Recently, session-based …
Adaptive quantitative trading: An imitative deep reinforcement learning approach
In recent years, considerable efforts have been devoted to developing AI techniques for
finance research and applications. For instance, AI techniques (eg, machine learning) can …
finance research and applications. For instance, AI techniques (eg, machine learning) can …
[HTML][HTML] New model combination meta-learner to improve accuracy prediction P2P lending with stacking ensemble learning
Abstract Peer-to-peer (P2P) Lending is a type of financial innovation that offers loans without
intermediaries to individuals and companies. In the P2P lending system, there is a risk of …
intermediaries to individuals and companies. In the P2P lending system, there is a risk of …
Forecasting movements of stock time series based on hidden state guided deep learning approach
Stock movement forecasting is usually formalized as a sequence prediction task based on
time series data. Recently, more and more deep learning models are used to fit the dynamic …
time series data. Recently, more and more deep learning models are used to fit the dynamic …
Topic modeling revisited: A document graph-based neural network perspective
Most topic modeling approaches are based on the bag-of-words assumption, where each
word is required to be conditionally independent in the same document. As a result, both of …
word is required to be conditionally independent in the same document. As a result, both of …
Hierarchical lifelong learning by sharing representations and integrating hypothesis
In lifelong machine learning (LML) systems, consecutive new tasks from changing
circumstances are learned and added to the system. However, sufficiently labeled data are …
circumstances are learned and added to the system. However, sufficiently labeled data are …
P2P lending survey: Platforms, recent advances and prospects
P2P lending is an emerging Internet-based application where individuals can directly
borrow money from each other. The past decade has witnessed the rapid development and …
borrow money from each other. The past decade has witnessed the rapid development and …