Investigating online social media users' behaviors for social commerce recommendations

SH Liao, R Widowati, YC Hsieh - Technology in Society, 2021 - Elsevier
Online social media create virtual communities and network platforms that people use to
create, share, and exchange opinions, views and experiences. With social networks, social …

Artificial neural networks classification and clustering of methodologies and applications–literature analysis from 1995 to 2005

SH Liao, CH Wen - Expert Systems with applications, 2007 - Elsevier
Based on a scope of 10,120 articles on ANNs, this paper uses data mining including
association rules and cluster analysis, to survey these ANNs papers through keyword …

Use of association rules to explore cause–effect relationships in occupational accidents in the Taiwan construction industry

CW Cheng, CC Lin, SS Leu - Safety science, 2010 - Elsevier
Most models of the incidence of occupational accidents in the construction industry are
composed of multiple factors. Although statistical techniques can be used to infer cause-and …

Multi-step wind speed and power forecasts based on a WRF simulation and an optimized association method

J Zhao, Y Guo, X Xiao, J Wang, D Chi, Z Guo - Applied energy, 2017 - Elsevier
At present, operational power forecasts are primarily based on the predicted wind speed of a
single-valued deterministic Numerical Weather Prediction (NWP) simulation. However, due …

Mining customer knowledge for exploring online group buying behavior

S Liao, P Chu, Y Chen, CC Chang - Expert Systems with Applications, 2012 - Elsevier
Online group buying is an effective marketing method. By using online group buying,
customers get unbelievable discounts on premium products and services. This not only …

Towards personalized recommendation by two-step modified Apriori data mining algorithm

E Lazcorreta, F Botella… - Expert Systems with …, 2008 - Elsevier
In this paper a new method towards automatic personalized recommendation based on the
behavior of a single user in accordance with all other users in web-based information …

Data mining analytics investigate Facebook Live stream users' behaviors and business models: The evidence from Thailand

SH Liao, R Widowati, P Puttong - Entertainment Computing, 2022 - Elsevier
Live streaming refers to the technology of leisure, entertainment or communication that
broadcasts instant images/video on the Internet with the rise of online audio and video …

A new wind speed forecasting strategy based on the chaotic time series modelling technique and the Apriori algorithm

Z Guo, D Chi, J Wu, W Zhang - Energy Conversion and Management, 2014 - Elsevier
Wind energy has been the fastest growing renewable energy resource in recent years.
Because of the intermittent nature of wind, wind power is a fluctuating source of electrical …

Data profiling

J Gould, C Feynman, P Bay - US Patent 8,868,580, 2014 - Google Patents
JP HOT-502617 3, 1995 JP 08-030637 2, 1996 JP 10-05.5367 2, 1998 JP 10-091633
4f1998 JP 1O-320423 12/1998 JP 11-238.065 8, 1999 JP 2002-024262 1, 2002 WO WOOOf …

A rough set-based association rule approach for a recommendation system for online consumers

S Liao, H Chang - Information Processing & Management, 2016 - Elsevier
Increasing use of the Internet gives consumers an evolving medium for the purchase of
products and services and this use means that the determinants for online consumers' …