Xin Li

Orcid: 0000-0002-0041-3134

Affiliations:
  • City University of Hong Kong, Department of Information Systems, Hong Kong
  • University of Arizona, Tucson, AZ, USA (PhD 2009)


According to our database1, Xin Li authored at least 74 papers between 2005 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
A contrast-composition-distraction framework to understand product photo background's impact on consumer interest in E-commerce.
Decis. Support Syst., March, 2024

Facial expression-enhanced recommendation for virtual fitting rooms.
Decis. Support Syst., February, 2024

Local social network structure and promotion effectiveness in social commerce.
Inf. Technol. People, 2024

Consequences of China's 2018 Online Lending Regulation and the Promise of PolicyTech.
Inf. Syst. Res., 2024

Smart Natural Disaster Relief: Assisting Victims with Artificial Intelligence in Lending.
Inf. Syst. Res., 2024

2023
Introduction to the Special Issue on IT-enabled Business Management and Decision Making in the (Post) Covid-19 Era.
ACM Trans. Manag. Inf. Syst., December, 2023

SES-X: A MBSE Methodology Based on SES/MB and X Language.
Inf., January, 2023

Unintended Emotional Effects of Online Health Communities: A Text Mining-Supported Empirical Study.
MIS Q., 2023

Health IT in our daily life: impact of mobile phone use on the emotions and compliance of diabetes patients.
Inf. Technol. People, 2023

2021
News-Induced Dynamic Networks for Market Signaling: Understanding the Impact of News on Firm Equity Value.
Inf. Syst. Res., 2021

Leveraging Image-Processing Techniques for Empirical Research: Feasibility and Reliability in Online Shopping Context.
Inf. Syst. Frontiers, 2021

2020
A BDI Modeling Approach for Decision Support in Supply Chain Quality Inspection.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Feature engineering vs. deep learning for paper section identification: Toward applications in Chinese medical literature.
Inf. Process. Manag., 2020

The effect of intention analysis-based fraud detection systems in repeated supply Chain quality inspection: A context of learning and contract.
Inf. Manag., 2020

2019
Determinants of SMEs' Transformation Toward Cloud Services: Perspectives of Economic and Social Rationalities.
Pac. Asia J. Assoc. Inf. Syst., 2019

Online Product Reviews-Triggered Dynamic Pricing: Theory and Evidence.
Inf. Syst. Res., 2019

Prediction of Hospital Readmission for Heart Disease: A Deep Learning Approach.
Proceedings of the Smart Health - International Conference, 2019

2018
Modeling the Heterogeneous Duration of User Interest in Time-Dependent Recommendation: A Hidden Semi-Markov Approach.
IEEE Trans. Syst. Man Cybern. Syst., 2018

Aggregate effects of advertising decisions: A complex systems look at search engine advertising via an experimental study.
Internet Res., 2018

Effects of entrepreneurship and IT fashion on SMEs' transformation toward cloud service through mediation of trust.
Inf. Manag., 2018

Section Identification to Improve Information Extraction from Chinese Medical Literature.
Proceedings of the Smart Health - International Conference, 2018

2017
Modeling Fixed Odds Betting for Future Event Prediction.
MIS Q., 2017

CoFIM: A community-based framework for influence maximization on large-scale networks.
Knowl. Based Syst., 2017

Collaboration Process Pattern Approach to Improving Teamwork Performance: A Data Mining-Based Methodology.
INFORMS J. Comput., 2017

Intelligent agents for adaptive security market surveillance.
Enterp. Inf. Syst., 2017

Effects of the aesthetic design of icons on app downloads: evidence from an android market.
Electron. Commer. Res., 2017

The technology and economic determinants of cryptocurrency exchange rates: The case of Bitcoin.
Decis. Support Syst., 2017

A Hybrid Markov Random Field Model for Drug Interaction Prediction.
Proceedings of the Smart Health - International Conference, 2017

Time Mode Based Next Position Prediction System.
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

Mediating Role of Trust Brief in SMEs' Strategic Choice of Cloud Service.
Proceedings of the 23rd Americas Conference on Information Systems, 2017

2016
A Commonsense Knowledge-Enabled Textual Analysis Approach for Financial Market Surveillance.
INFORMS J. Comput., 2016

User opinion classification in social media: A global consistency maximization approach.
Inf. Manag., 2016

A Hidden Semi-Markov Approach for Timedependent Recommendation.
Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016

MedC: Exploring and Predicting Medicine Interactions to Support Integrative Chinese Medicine.
Proceedings of the Smart Health - International Conference, 2016

Modeling Idle Customers to Tackle the Sparsity Problem in Time-dependent Recommendation.
Proceedings of the International Conference on Information Systems, 2016

Image Analysis to Assess the Impact of Photo Aesthetics on Online Consumer Click-through: An Empirical Study.
Proceedings of the International Conference on Information Systems, 2016

2015
Design Theory for Market Surveillance Systems.
J. Manag. Inf. Syst., 2015

On the model design of integrated intelligent big data analytics systems.
Ind. Manag. Data Syst., 2015

What in Consumer Reviews Affects the Sales of Mobile Apps: A Multifacet Sentiment Analysis Approach.
Int. J. Electron. Commer., 2015

Simple Is Beautiful: Toward Light Prediction Markets.
IEEE Intell. Syst., 2015

MedC: A Literature Analysis System for Chinese Medicine Research.
Proceedings of the Smart Health - International Conference, 2015

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

Dynamic dual adjustment of daily budgets and bids in sponsored search auctions.
Decis. Support Syst., 2014

A multi-theoretical kernel-based approach to social network-based recommendation.
Decis. Support Syst., 2014

The Impact of Product Photo on Online Consumer Purchase Intention: an Image-Processing Enabled Empirical Study.
Proceedings of the 18th Pacific Asia Conference on Information Systems, 2014

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

Recommendation as link prediction in bipartite graphs: A graph kernel-based machine learning approach.
Decis. Support Syst., 2013

2012
Deciphering word-of-mouth in social media: Text-based metrics of consumer reviews.
ACM Trans. Manag. Inf. Syst., 2012

Social network-based recommendation: a graph random walk kernel approach.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

Deciphering wisdom of crowds from their influenced binary decisions.
Proceedings of the 2012 IEEE International Conference on Intelligence and Security Informatics, 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

Drivers for Strategic Choice of Cloud Computing as Online Service in SMEs.
Proceedings of the International Conference on Information Systems, 2012

A Multi-theoretical Framework for Social Network-based Recommendation.
Proceedings of the International Conference on Information Systems, 2012

Collaboration process patterns and efficiency of issue resolution in software development.
Proceedings of the 2012 International Conference on Collaboration Technologies and Systems, 2012

2011
Estimating Collective Belief in Fixed Odds Betting.
Proceedings of the Intelligence and Security Informatics - Pacific Asia Workshop, 2011

Rising or Dropping: the Consumer Review-oriented Pricing Paradox.
Proceedings of the International Conference on Information Systems, 2011

2010
A Bibliographic Analysis of the IEEE Transactions on Intelligent Transportation Systems Literature.
IEEE Trans. Intell. Transp. Syst., 2010

Research Collaboration and ITS Topic Evolution: 10 Years at T-ITS.
IEEE Trans. Intell. Transp. Syst., 2010

Gene function prediction with gene interaction networks: a context graph kernel approach.
IEEE Trans. Inf. Technol. Biomed., 2010

25 Years of Collaborations in IEEE Intelligent Systems.
IEEE Intell. Syst., 2010

A Bibliographic Analysis of IEEE Intelligent Systems Publications.
IEEE Intell. Syst., 2010

Exploiting Emotions in Social Interactions to Detect Online Social Communities.
Proceedings of the Pacific Asia Conference on Information Systems, 2010

Controversy is Marketing: Mining Sentiments in Social Media.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

2009
Graph-based learning for information systems.
PhD thesis, 2009

Using Open Web APIs in Teaching Web Mining.
IEEE Trans. Educ., 2009

Managing Knowledge in Light of Its Evolution Process: An Empirical Study on Citation Network - Based Patent Classification.
J. Manag. Inf. Syst., 2009

Recommendation as link prediction: a graph kernel-based machine learning approach.
Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009

Assessing Public Opinions Through Web 2.0: A Case Study on Wal-Mart.
Proceedings of the International Conference on Information Systems, 2009

2008
Kernel-based learning for biomedical relation extraction.
J. Assoc. Inf. Sci. Technol., 2008

2007
Global mapping of gene/protein interactions in PubMed abstracts: A framework and an experiment with P53 interactions.
J. Biomed. Informatics, 2007

Automatic patent classification using citation network information: an experimental study in nanotechnology.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2007

Graph Kernel-Based Learning for Gene Function Prediction from Gene Interaction Network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

2006
A framework of integrating gene relations from heterogeneous data sources: an experiment on <i>Arabidopsis thaliana</i>.
Bioinform., 2006

2005
Link prediction approach to collaborative filtering.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2005


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