Xiao Fang

Lerner College of Business and Economics, University of Delaware

Professor

Newark, DE 19716

United States

SCHOLARLY PAPERS

10

DOWNLOADS
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Top 28,722

in Total Papers Downloads

1,563

CITATIONS

0

Scholarly Papers (10)

1.

Top Persuader Prediction for Social Networks

MIS Quarterly, Forthcoming
Number of pages: 59 Posted: 04 May 2016 Last Revised: 08 Jun 2016
Xiao Fang and Paul J. Hu
Lerner College of Business and Economics, University of Delaware and University of Utah - School of Accounting and Information Systems
Downloads 552 (47,971)

Abstract:

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top persuader, influential user, data mining, machine learning, opinion leader, social network, social persuasion, social influence, entity similarity, structural equivalence, data-driven method

2.

Predicting Adoption Probabilities in Social Networks

Information Systems Research, 24(1), 2013
Number of pages: 56 Posted: 16 Oct 2012 Last Revised: 12 Jul 2013
Xiao Fang, Paul J. Hu, Zhepeng Li and Weiyu Tsai
Lerner College of Business and Economics, University of Delaware, University of Utah - School of Accounting and Information Systems, Schulich School of Business, York University and University of Utah - David Eccles School of Business
Downloads 352 (82,935)
Citation 10

Abstract:

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adoption probability, social network, Bayesian learning, social influence

3.

A Survey of Link Recommendation for Social Networks: Methods, Theoretical Foundations, and Future Research Directions

Number of pages: 35 Posted: 30 Oct 2015 Last Revised: 10 Nov 2015
Schulich School of Business, York University, Lerner College of Business and Economics, University of Delaware and University of Utah - David Eccles School of Business
Downloads 151 (191,207)
Citation 2

Abstract:

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Link Recommendation, Link Prediction, Social Network, Network Formation

4.

Utility-Based Link Recommendation for Online Social Networks

Management Science, Forthcoming
Number of pages: 51 Posted: 23 Dec 2015 Last Revised: 20 Mar 2016
Schulich School of Business, York University, Lerner College of Business and Economics, University of Delaware, Temple University - Fox School of Business and Management and University of Utah - David Eccles School of Business
Downloads 135 (209,317)
Citation 1

Abstract:

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utility-based link recommendation, link prediction, Bayesian network learning, continuous latent factor, online social network, machine learning, network formation

5.

When is the Right Time to Refresh Knowledge Discovered From Data?

Operations Research 61(1), 2013
Number of pages: 57 Posted: 12 Jul 2013
Lerner College of Business and Economics, University of Delaware, University of Utah - David Eccles School of Business and University of Arizona - Department of Management Information Systems
Downloads 115 (236,554)
Citation 3

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data mining, knowledge management, knowledge refreshing, Markov decision process, big data analytics

6.

Mobile App Recommendation: An Involvement-Enhanced Approach

Number of pages: 65 Posted: 29 Nov 2018
Shanghai University of Finance and Economics, Lerner College of Business and Economics, University of Delaware, Tsinghua University - School of Economics & Management and Nanjing University
Downloads 105 (252,269)

Abstract:

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mobile app recommendation, data mining, machine learning, graphical model, product involvement

7.

A Data-Driven Approach to Measure Web Site Navigability

Journal of Management Information Systems 29(2), 2012
Number of pages: 50 Posted: 13 Jul 2013
Lerner College of Business and Economics, University of Delaware, University of Utah - School of Accounting and Information Systems, The University of Hong Kong, University of Nevada, Las Vegas, University of Utah and University of Utah - David Eccles School of Business
Downloads 81 (297,803)

Abstract:

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data-driven navigability metrics, Web mining, Web site navigability, Web site navigation, Web metrics

8.

Understanding Medication Nonadherence from Social Media: A Sentiment-Enriched Deep Learning Approach

Number of pages: 60 Posted: 28 Dec 2017 Last Revised: 27 Oct 2018
University of Arizona - Department of Management Information Systems, University of Utah, University of Arizona - Department of Management Information Systems and Lerner College of Business and Economics, University of Delaware
Downloads 53 (371,978)

Abstract:

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Sentiment-enriched deep learning (SEDEL), text mining, health analytics, medication nonadherence, precision medicine

9.

First, Do No Harm: Predictive Analytics to Reduce In-Hospital Adverse Events

Number of pages: 60 Posted: 07 Nov 2018
Yu-Kai Lin and Xiao Fang
Georgia State University - J. Mack Robinson College of Business and Lerner College of Business and Economics, University of Delaware
Downloads 19 (518,294)

Abstract:

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healthcare predictive analytics, patient safety, medical errors, adverse events

10.

Link Prediction from Incomplete Data

Posted: 24 May 2018
Zhepeng Li, Yong Ge and Xiao Fang
Schulich School of Business, York University, University of Arizona - Department of Management Information Systems and Lerner College of Business and Economics, University of Delaware

Abstract:

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link prediction, online social network, data mining, machine learning, Naïve Bayes