Stephen Shaoyi Liao

Orcid: 0000-0002-8449-2553

According to our database1, Stephen Shaoyi Liao authored at least 98 papers between 1994 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A comparison study of topic modeling based literature analysis by using full texts and abstracts of scientific articles: a case of COVID-19 research.
Libr. Hi Tech, June, 2023

Token Incentives in a Volatile Crypto Market: The Effects of Token Price Volatility on User Contribution.
J. Manag. Inf. Syst., 2023

The Impact of Competitive Threats from the Product Market on Data Breaches.
Proceedings of the 27th Pacific Asia Conference on Information Systems, 2023

2022
An overview of literature on COVID-19, MERS and SARS: Using text mining and latent Dirichlet allocation.
J. Inf. Sci., 2022

Pre-collapse femoral head necrosis treated by hip abduction: a computational biomechanical analysis.
Health Inf. Sci. Syst., 2022

New Energy Hybrid Environment Power Management System: Design and Test Based on DSpace High-Fidelity Simulation.
Proceedings of the HCI International 2022 - Late Breaking Papers: HCI for Today's Community and Economy, 2022

Design and Implementation of an Eco Electric Vehicle Energy Management System.
Proceedings of the HCI International 2022 - Late Breaking Papers: HCI for Today's Community and Economy, 2022

2021
Implementation of a predictive energy management strategy for battery and supercapacitor hybrid energy storage systems of pure electric vehicles.
J. Intell. Fuzzy Syst., 2021

Would the Health Insurance Policy Affect the Cross-City Online Health Consultation? An Empirical Study.
Proceedings of the 25th Pacific Asia Conference on Information Systems, 2021

2020
A privacy-preserving recommendation method based on multi-objective optimisation for mobile users.
Int. J. Bio Inspired Comput., 2020

The Role of Media Coverage on Pandemic Containment: Empirical Analysis of the COVID-19 Case.
Proceedings of the 24th Pacific Asia Conference on Information Systems, 2020

2018
Leveraging Financial Social Media Data for Corporate Fraud Detection.
J. Manag. Inf. Syst., 2018

Understanding indirect system use of junior employees in the context of healthcare.
Inf. Manag., 2018

Identification of Viable Embryos Using Deep Learning for Medical Image.
Proceedings of the 2018 5th International Conference on Bioinformatics Research and Applications, 2018

Deep Learning on Abnormal Chromosome Segments: An Intelligent Copy Number Variants Detection System Design.
Proceedings of the 2018 International Conference on Information Resources Management, 2018

Self-Control Matters: Examining Indirect Use of Hospital Information Systems and its Control Mechanisms.
Proceedings of the Australasian Conference on Information Systems, 2018

2017
Measuring the systemic importance of interconnected industries in the world economic system.
Ind. Manag. Data Syst., 2017

A policy of picking up parcels for express courier service in dynamic environments.
Int. J. Prod. Res., 2017

A study of contagion in the financial system from the perspective of network analytics.
Neurocomputing, 2017

2016
Enhancing Work Performance in stable Post-adoptive stage: a System Use-Related Behaviors Perspective.
Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016

Financial Statement Fraud Detection using Text Mining: a Systemic Functional Linguistics Theory Perspective.
Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016

Understanding the Impact of Indirect System Use in the hospital: A Control Perspective.
Proceedings of the International Conference on Information Systems, 2016

The Effect of Diversification on Financial Contagion.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

A Study of Financial Contagion in Interbank System.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Leading Effect of Social Media for Financial Fraud Disclosure: A Text Mining Based Analytics.
Proceedings of the 22nd Americas Conference on Information Systems, 2016

Focusing on Customer Relationship Management in Healthcare Context.
Proceedings of the 22nd Americas Conference on Information Systems, 2016

2015
Mining Agents' Goals in Agent-Oriented Business Processes.
ACM Trans. Manag. Inf. Syst., 2015

Understanding the Impact of Indirect System Use on Task Performance in Hospital: An Agency Theory Perspective.
Proceedings of the 19th Pacific Asia Conference on Information Systems, 2015

Contagion in a Financial System.
Proceedings of the Information Systems Development: Transforming Healthcare through Information Systems, 2015

2014
The Process of Information Propagation Along a Traffic Stream Through Intervehicle Communication.
IEEE Trans. Intell. Transp. Syst., 2014

A novel method for combining Bayesian networks, theoretical analysis, and its applications.
Pattern Recognit., 2014

Effective Active Learning Strategies for the Use of Large-Margin Classifiers in Semantic Annotation: An Optimal Parameter Discovery Perspective.
INFORMS J. Comput., 2014

A real-time personalized route recommendation system for self-drive tourists based on vehicle to vehicle communication.
Expert Syst. Appl., 2014

Coalition formation based on marginal contributions and the Markov process.
Decis. Support Syst., 2014

Social analytics: Learning fuzzy product ontologies for aspect-oriented sentiment analysis.
Decis. Support Syst., 2014

Object typicality for effective Web of Things recommendations.
Decis. Support Syst., 2014

The Detection of Fraudulent Financial Statements: an Integrated Language Model.
Proceedings of the 18th Pacific Asia Conference on Information Systems, 2014

Focusing on Centrality Measure in Emergency Medical Services.
Proceedings of the 18th Pacific Asia Conference on Information Systems, 2014

Community-based cheater detection in location-based social networks.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Aggregating and Sampling Methods for Processing GPS Data Streams for Traffic State Estimation.
IEEE Trans. Intell. Transp. Syst., 2013

A Hybrid Approach for Automatic Incident Detection.
IEEE Trans. Intell. Transp. Syst., 2013

Do starting and ending effects in fixed-price group-buying differ?
Electron. Commer. Res. Appl., 2013

A prediction framework based on contextual data to support Mobile Personalized Marketing.
Decis. Support Syst., 2013

A new temporal and social PMF-based method to predict users' interests in micro-blogging.
Decis. Support Syst., 2013

Optimal Control Theory in Intelligent Transportation Systems Research - A Review
CoRR, 2013

Effective Sentiment Analysis of Corporate Financial Reports.
Proceedings of the International Conference on Information Systems, 2013

Exploring the Contribution of Unlabeled Data in Financial Sentiment Analysis.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Web 2.0 Environmental Scanning and Adaptive Decision Support for Business Mergers and Acquisitions.
MIS Q., 2012

A novel mobile recommender system for indoor shopping.
Expert Syst. Appl., 2012

Discovering target groups in social networking sites: An effective method for maximizing joint influential power.
Electron. Commer. Res. Appl., 2012

A graph-based action network framework to identify prestigious members through member's prestige evolution.
Decis. Support Syst., 2012

Semi-Supervised Text Mining For Dynamic Business Network Discovery.
Proceedings of the 16th Pacific Asia Conference on Information Systems, 2012

A Critical Analysis Of The State-Of-The-Art On Automated Detection Of Deceptive Behavior In Social Media.
Proceedings of the 16th Pacific Asia Conference on Information Systems, 2012

An unsupervised feature learning approach to improve automatic incident detection.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

A Probabilistic Generative Model for Latent Business Networks Mining.
Proceedings of the International Conference on Information Systems, 2012

When Multivariate Forecasting Meets Unsupervised Feature Learning - Towards a Novel Anomaly Detection Framework for Decision Support.
Proceedings of the International Conference on Information Systems, 2012

2011
Text mining and probabilistic language modeling for online review spam detection.
ACM Trans. Manag. Inf. Syst., 2011

Classifying Consumer Comparison Opinions to Uncover Product Strengths and Weaknesses.
Int. J. Intell. Inf. Technol., 2011

An ontology based framework for mining dependence relationships between news and financial instruments.
Expert Syst. Appl., 2011

Mining comparative opinions from customer reviews for Competitive Intelligence.
Decis. Support Syst., 2011

A Study of Users' Intention to Voluntarily Contribute Real-Time Traffic Information through Mobile Devices.
Proceedings of the E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life, 2011

Sentiment community detection in social networks.
Proceedings of the iConference 2011, 2011

An Effective Method of Discovering Target Groups on Social Networking Sites.
Proceedings of the International Conference on Information Systems, 2011

Optimal Refactoring Policy for Agile Information Systems Maintenance: A Control Theoretic Approach.
Proceedings of the International Conference on Information Systems, 2011

2010
Constructing summarizations for V2V traffic data based on sampling methods.
Proceedings of the Second IEEE Vehicular Networking Conference, 2010

Predict Market Share with Users' Online Activities Data: An Initial Study on Market Share and Search Index of Mobile Phone.
Proceedings of the Pacific Asia Conference on Information Systems, 2010

An Empirical Study of Online Consumer Review Spam: A Design Science Approach.
Proceedings of the International Conference on Information Systems, 2010

2009
Toward Semantic Annotation for Business Analysis: A Method for Reducing Training Examples.
Proceedings of the International Conference on Information Systems, 2009

Self-Teaching Semantic Annotation Method for Knowledge Discovery from Text.
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009

Building Comparative Product Relation Maps by Mining Consumer Opinions on the Web.
Proceedings of the 15th Americas Conference on Information Systems, 2009

2008
Discovering original motifs with different lengths from time series.
Knowl. Based Syst., 2008

Combining empirical experimentation and modeling techniques: A design research approach for personalized mobile advertising applications.
Decis. Support Syst., 2008

Knowledge Acquisition with Supervised Ontology Population.
Proceedings of the Pacific Asia Conference on Information Systems, 2008

Mining Sequential Relations from Multidimensional Data Sequence for Prediction.
Proceedings of the International Conference on Information Systems, 2008

Towards a SVM-struct Based Active Learning Algorithm for Least Cost Semantic Annotation.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

2007
Evaluation on a Personalized Mobile Advertising System: a Comparative Approach.
Proceedings of the Pacific Asia Conference on Information Systems, 2007

An Open Platform for Context-aware Short Message Service.
Proceedings of the Reaching New Heights. 13th Americas Conference on Information Systems, 2007

2006
A functional-dependencies-based Bayesian networks learning method and its application in a mobile commerce system.
IEEE Trans. Syst. Man Cybern. Part B, 2006

A Clustering Model for Mining Consumption Patterns from Imprecise Electric Load Time Series Data.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

2005
Constructing intelligent and open mobile commerce using a semantic web approach.
J. Inf. Sci., 2005

A Bayesian Network-Based Framework for Personalization in Mobile Commerce Applications.
Commun. Assoc. Inf. Syst., 2005

2004
Finding relevant sequences in time series containing crisp, interval, and fuzzy interval data.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Numerical algorithms for image geometric transformations and applications.
IEEE Trans. Syst. Man Cybern. Part B, 2004

A framework for context information management.
J. Inf. Sci., 2004

2003
A Context Information Center for M-commerce Applications.
Proceedings of the Seventh Pacific Asia Conference on Information Systems, 2003

2002
An extended formalism to constraint logic programming for decision analysis.
Knowl. Based Syst., 2002

Behavior Relativity of Petri Nets.
J. Comput. Sci. Technol., 2002

Modeling constraint-based negotiating agents.
Decis. Support Syst., 2002

Intelligent agents and financial risk monitoring systems.
Commun. ACM, 2002

2001
Concurrent reasoning of fuzzy logical Petri nets based on multi-task schedule.
IEEE Trans. Fuzzy Syst., 2001

Exploring Alternatives during Requirements Analysis.
IEEE Softw., 2001

2000
Behavior relations in synthesis process of Petri net models.
IEEE Trans. Robotics Autom., 2000

An agent-based framework for Web query answering.
J. Inf. Sci., 2000

1999
Functional dependencies with null values, fuzzy values, and crisp values.
IEEE Trans. Fuzzy Syst., 1999

An Object-Oriented System for the Reuse of Software Design Items.
J. Object Oriented Program., 1999

Stability constraints and stability normal forms for temporal relational databases.
Inf. Softw. Technol., 1999

1997
Process to identify disjoint subclasses and class life cycle information using a role analysis technique.
Inf. Softw. Technol., 1997

1994
Object-oriented Framework for Requirement Specification.
Proceedings of the Software Quality and Productivity: Theory, 1994


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