Algorithmic versus Human Advice: Does Presenting Prediction Performance Matter for Algorithm Appreciation?

Sangseok You, Cathy Yang, Xitong Li

Journal of Management Information Systems

Leveraging unstructured call log data for customer churn prediction

Nhi N.Y. Vo, Shaowu Liu, Xitong Li, +1

Knowledge-Based Systems

Customer Churn PredictionEngineeringData ScienceData MiningUnstructured Data +8

Exploring user emotion in microblogs for music recommendation

Shuiguang Deng, Dongjing Wang, Xitong Li, +1

Expert Systems with Applications

MusicComputational Social ScienceSocial MediaMusic ClassificationSocial Computing +8

Impact of Average Rating on Social Media Endorsement: The Moderating Role of Rating Dispersion and Discount Threshold

Xitong Li

Information Systems Research

Consumer UncertaintyDigital MarketingReputation ManagementConsumer ResearchConsumer Attitude +21

How Do Recommender Systems Lead to Consumer Purchases? A Causal Mediation Analysis of a Field Experiment

Xitong Li, Jörn Grahl, Oliver Hinz

Information Systems Research

Customer SatisfactionConsumer UncertaintyConsideration SetBehavioral Decision MakingDigital Marketing +22

A Petri Net Approach to Analyzing Behavioral Compatibility and Similarity of Web Services

Xitong Li, Yushun Fan, Quan Z. Sheng, +2

IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans

Petri NetWeb Service SpecificationEngineeringVerificationSoftware Engineering +18

Could Deal Promotion Improve Merchants’ Online Reputations? The Moderating Role of Prior Reviews

Xitong Li

Journal of Management Information Systems

Groupon PromotionCustomer SatisfactionOnline ReputationDigital MarketingDeal Promotion +19

Combating Procrastination on Massive Online Open Courses via Optimal Calls to Action

Ni Huang, Jiayin Zhang, Gordon Burtch, +2

Information Systems Research

Digital DistractionEducationOnline LearningLearning-by-doingInstructional Models +14

Large scale analytics of global and regional MOOC providers: Differences in learners’ demographics, preferences, and perceptions

José A. Ruipérez‐Valiente, Thomas Staubitz, Matt Jenner, +12

Computers & Education

Dynamic Checking and Solution to Temporal Violations in Concurrent Workflow Processes

Yanhua Du, Pengcheng Xiong, Yushun Fan, +1

IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans

EngineeringVerificationSoftware EngineeringConcurrent SystemWorkflow Modelling +19