Results 21 to 30 of about 30,851 (169)

An Attentive Aspect-Based Recommendation Model With Deep Neural Network

IEEE Access
With the growth of the internet and e-commerce, online reviews have become a prevalent and rich source of information for personalized recommendations.
Sigeon Yang, Qinglong Li, Haebin Lim, Jaekyeong Kim   +3 more
doaj   +1 more source

Discovering multiscale deep formulas in complex systems via neural-guided lambda calculus

Nature Communications
A fundamental problem in science is identifying underlying patterns of complex systems in the form of concise mathematical formulas. Current Artificial Intelligence (AI)-based methods have shown strong performance in single-scale systems, yet remain ...
Hanqiao Yu, Shusen Yang, Xuebin Ren, Cong Zhao   +3 more
doaj   +1 more source

Equipping Seasonal Exponential Smoothing Models with Particle Swarm Optimization Algorithm for Electricity Consumption Forecasting

Energies, 2021
Electricity consumption forecasting plays an important role in investment planning of electricity infrastructure, and in electricity production/generation and distribution.
Changrui Deng, Xiaoyuan Zhang, Yanmei Huang, Yukun Bao   +3 more
doaj   +1 more source

Beyond Sentiment: A Dual-Channel Approach to Emotion and Review Summarization for Recommendation

IEEE Access
The rapid expansion of online services has necessitated effective recommender systems that provide information aligned with user preferences and requirements. In e-commerce, user reviews contain rich information and are extensively used as essential data
Sungjoo Pyo, Suji Kim, Xinzhe Li, Jaekyeong Kim   +3 more
doaj   +1 more source

Recurrent Neural-Based Vehicle Demand Forecasting and Relocation Optimization for Car-Sharing System: A Real Use Case in Thailand

Journal of Advanced Transportation, 2021
A car-sharing system has been playing an important role as an alternative transport mode in order to avoid traffic congestion and pollution due to a quick growth of usage of private cars. In this paper, we propose a novel vehicle relocation system with a
Peerapon Vateekul, Panyawut Sri-iesaranusorn, Pawit Aiemvaravutigul, Adsadawut Chanakitkarnchok, Kultida Rojviboonchai   +4 more
doaj   +1 more source

Recommendation system with minimized transaction data

Data Science and Management, 2021
This paper deals with the recommendation system in the so-called user-centric payment environment where users, i.e., the payers, can make payments without providing self-information to merchants.
Yujeong Hwangbo, Kyoung Jun Lee, Baek Jeong, Kyung Yang Park   +3 more
doaj   +1 more source

Review-Based Recommender System Using Outer Product on CNN

IEEE Access
The expansion of the e-commerce market has led to the challenge of information overload, necessitating the development of recommender systems. The recommender system aids users in decision-making by suggesting items that align with their preferences ...
Sein Hong, Xinzhe Li, Sigeon Yang, Jaekyeong Kim   +3 more
doaj   +1 more source

The Spectrum of Big Data Analytics

Journal of Computer Information Systems, 2019
Big data analytics is playing a pivotal role in big data, artificial intelligence, management, governance, and society with the dramatic development of big data, analytics, artificial intelligence....
Zhaohao Sun, Yanxia Huo
openaire   +2 more sources

Exploring Deep Learning for Multi-Topic Policy Text Classification

Journal of Information Science Theory and Practice
As the demand for cross-national policy comparisons intensifies, automating the classification of vast volumes of policy texts through deep learning presents a viable solution to alleviate manual labor and enhance policy matching efficiency.
Chengman Jin, Ha Eun Park, Baek Jeong, Kyoung Jun Lee   +3 more
doaj   +1 more source

GDF-15 as a Therapeutic Target of Diabetic Complications Increases the Risk of Gallstone Disease: Mendelian Randomization and Polygenic Risk Score Analysis

Frontiers in Genetics, 2022
Growth differentiation factor 15 (GDF-15) levels have been revealed as a robust biomarker for metformin use. We conducted Mendelian randomization (MR) analysis to explore the association between GDF-15 and gallstone disease to inform potential ...
Lili Yu, Yajing Zhou, Lijuan Wang, Xuan Zhou, Jing Sun, Jiarui Xiao, Xiaolin Xu, Susanna C. Larsson, Susanna C. Larsson, Shuai Yuan, Shuai Yuan, Xue Li, Xue Li   +12 more
doaj   +1 more source