Hsinchun Chen

University of Arizona - Department of Management Information Systems

AZ

United States

SCHOLARLY PAPERS

16

DOWNLOADS
Rank 14,630

SSRN RANKINGS

Top 14,630

in Total Papers Downloads

5,092

SSRN CITATIONS
Rank 15,182

SSRN RANKINGS

Top 15,182

in Total Papers Citations

60

CROSSREF CITATIONS

14

Scholarly Papers (16)

1.

The Information Content of Mandatory Risk Factor Disclosures in Corporate Filings

Review of Accounting Studies, Vol. 19, No. 1, pp. 396-455.
Number of pages: 61 Posted: 20 Oct 2010 Last Revised: 10 Aug 2014
University of Georgia - J.M. Tull School of Accounting, University of Arizona - Department of Management Information Systems, University of Arizona - Department of Accounting (deceased), National Taiwan University and Oregon State University
Downloads 1,946 (12,466)
Citation 65

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Disclosure, cost of capital, risk disclosures, qualitative disclosures, textual analysis

2.

User-Generated Content on Social Media: Predicting Market Success with Online Word-of-Mouth

IEEE Intelligent Systems, January/February 2010
Number of pages: 5 Posted: 06 Sep 2015
University of Arizona, Tsinghua University, School of Economics & Management, University of Arizona - Department of Marketing, University of Arizona - Department of Management Information Systems, Santa Clara University and University of Arizona
Downloads 1,000 (33,798)

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3.

A Deep Learning Approach for Recognizing Activity of Daily Living (ADL) for Senior Care: Exploiting Interaction Dependency and Temporal Patterns

Forthcoming at MIS Quarterly.
Number of pages: 69 Posted: 04 Jun 2020
Hongyi Zhu, Sagar Samtani, Randall Brown and Hsinchun Chen
University of Texas at San Antonio - Department of Information Systems and Cyber Security, Operations and Decision Technologies, University of Arizona and University of Arizona - Department of Management Information Systems
Downloads 415 (104,737)

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Activity of Daily Living recognition, deep learning, human-object interaction, 2D interaction kernel, convolutional neural networks, sequence-to-sequence model, design science

4.

Analyzing Consumer-Product Graphs: Empirical Findings and Applications in Recommender Systems

Number of pages: 42 Posted: 06 Jun 2006
Zan Huang, Daniel D. Zeng and Hsinchun Chen
Pennsylvania State University, University of Arizona - Department of Management Information Systems and University of Arizona - Department of Management Information Systems
Downloads 370 (119,318)
Citation 3

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Random graph theory, consumer purchase behavior, topological features, recommender systems, collaborative filtering

5.

Does Meaningful Use of Electronic Health Records Improve Quality of Care?

Number of pages: 36 Posted: 02 Jun 2014 Last Revised: 12 Jul 2015
Yu-Kai Lin, Mingfeng Lin and Hsinchun Chen
Georgia State University - J. Mack Robinson College of Business, Scheller College of Business, Georgia Institute of Technology and University of Arizona - Department of Management Information Systems
Downloads 346 (128,469)
Citation 3

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Meaningful use, MU, electronic health records, EHR, quality of care

6.

Healthcare Analytics and Clinical Intelligence: A Risk Prediction Framework for Chronic Care

Number of pages: 54 Posted: 01 Jun 2014 Last Revised: 20 Jun 2014
Georgia State University - J. Mack Robinson College of Business, University of Arizona - Department of Management Information Systems, University of Arizona, National Taiwan University and Min Sheng General Hospital
Downloads 302 (148,918)

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design science, predictive analytics, health informatics, time-to-event modeling, theories of abstraction, electronic health records, EHR, health IT, evidence-based medicine

7.

Wearable Sensor-based Chronic Condition Severity Assessment: An Adversarial Attention-based Deep Multisource Multitask Learning Approach

Forthcoming in MIS Quarterly
Number of pages: 73 Posted: 12 Jan 2022
Texas Tech University - Area of Information Systems and Quantitative Sciences (ISQS), Hefei University of Technology - Department of Electronic Commerce, University of Arizona - Department of Management Information Systems, University of Arizona - Department of Neurology and Hermes Medical Intelligence, LLC
Downloads 246 (182,425)

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design science, deep learning, multitask learning, multisource learning, attention mechanism, adversarial learning, mobile health analytics

8.

A Unified Recommendation Framework Based on Probabilistic Relational Models

Number of pages: 33 Posted: 06 Jun 2006
Zan Huang, Daniel D. Zeng and Hsinchun Chen
Pennsylvania State University, University of Arizona - Department of Management Information Systems and University of Arizona - Department of Management Information Systems
Downloads 233 (192,336)
Citation 6

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Recommender systems, recommendation algorithm, relational learning, analytical modeling, electronic commerce, decision support systems

9.

Collaborative Workflow Management for Interagency Crime Analysis

J. Leon Zhao, Henry H. Bi, Hsinchun Chen. 2003. Collaborative Workflow Management for Interagency Crime Analysis. Proceedings of the First NSF/NIJ Symposium on Intelligence and Security Informatics (ISI 2003), Tucson, AZ, USA, June 2-3, 2003. pp. 266-280. DOI: 10.2139/ssrn.1561293
Number of pages: 8 Posted: 01 Mar 2010 Last Revised: 28 Apr 2019
J. Leon Zhao, Henry H. Bi and Hsinchun Chen
Chinese University of Hong Kong, Shenzhen, Willamette University - Atkinson Graduate School of Management and University of Arizona - Department of Management Information Systems
Downloads 61 (503,488)

Abstract:

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Collaborative workflow management, crime analysis

10.

User Misconceptions of Information Retrieval Systems

NYU Working Paper No. IS-88-20
Number of pages: 20 Posted: 31 Oct 2008
Hsinchun Chen and Vasant Dhar
University of Arizona - Department of Management Information Systems and New York University (NYU) - Leonard N. Stern School of Business
Downloads 53 (537,272)

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11.

Process-driven Collaboration Support for Intra-agency Crime Analysis

J. Leon Zhao, Henry H. Bi, Hsinchun Chen, Daniel D. Zeng, Chienting Lin, Michael Chau. 2006. Process-driven collaboration support for intra-agency crime analysis. Decision Support Systems (0167-9236). 41(3): 616-633. DOI: 10.1016/j.dss.2004.06.014
Number of pages: 18 Posted: 28 Feb 2010 Last Revised: 26 Apr 2019
Chinese University of Hong Kong, Shenzhen, Willamette University - Atkinson Graduate School of Management, University of Arizona - Department of Management Information Systems, University of Arizona - Department of Management Information Systems, affiliation not provided to SSRN and The University of Hong Kong
Downloads 41 (596,291)

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Collaborative workflow, Crime analysis, Collaboration support systems, Law enforcement applications

12.

Reducing Indeterminism in Consultation: A Cognitive Model of User/Librarian Interactions

NYU Working Paper No. IS-87-60
Number of pages: 18 Posted: 31 Oct 2008
Hsinchun Chen and Vasant Dhar
University of Arizona - Department of Management Information Systems and New York University (NYU) - Leonard N. Stern School of Business
Downloads 39 (607,358)

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13.

Fall Detection with Wearable Sensors: A Hierarchical Attention-based Convolutional Neural Network Approach

Forthcoming in Journal of Management Information Systems (JMIS)
Number of pages: 46 Posted: 11 Feb 2022
Texas Tech University - Area of Information Systems and Quantitative Sciences (ISQS), Hefei University of Technology - Department of Electronic Commerce, University of Arizona - Department of Management Information Systems, Hermes Medical Intelligence, LLC, University of Arizona - Department of Neurology and University of Arizona - Center for the Management of Information (CMI)
Downloads 31 (655,713)

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computational design science, chronic disease management, convolutional neural networks, hierarchical attention mechanism, fall detection, wearable sensors

14.

Managing Knowledge in Light of its Evolution Process: An Empirical Study on Citation Network-based Patent Classification

Journal of Management Information Systems
Number of pages: 41 Posted: 29 Apr 2022
City University of Hong Kong (CityU) - Department of Information Systems, University of Arizona - Department of Management Information Systems, University of Arizona, affiliation not provided to SSRN and University of Arizona - Center for the Management of Information (CMI)
Downloads 9 (843,513)

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knowledge management, machine learning, classification, citation analysis, patent management, kernel-based method

15.

Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach

Lin, Y.-K., Chen, H., Brown, R., and Li, S.-H. 2017. “Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach,” MIS Quarterly (41:2), pp. 473–495.
Posted: 18 Nov 2020
Georgia State University - J. Mack Robinson College of Business, University of Arizona - Department of Management Information Systems, University of Arizona, National Taiwan University and Min Sheng General Hospital

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Design Science, Healthcare Predictive Analytics, Bayesian Data Analysis, Multitask Learning, Electronic Health Records, Health IT

16.

Do Electronic Health Records Affect Quality of Care? Evidence from the HITECH Act

Lin, Y.-K., Lin, M., and Chen, H. 2019. “Do Electronic Health Records Affect Quality of Care? Evidence from the HITECH Act,” Information Systems Research (30:1), pp. 306–318.
Posted: 18 Nov 2020
Yu-Kai Lin, Mingfeng Lin and Hsinchun Chen
Georgia State University - J. Mack Robinson College of Business, Scheller College of Business, Georgia Institute of Technology and University of Arizona - Department of Management Information Systems

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HITECH, Meaningful Use, Electronic Health Records, Healthcare, Information Systems Adoption, Information Systems Use