Gediminas Adomavicius

University of Minnesota - Twin Cities - Carlson School of Management

Professor

19th Avenue South

Minneapolis, MN 55455

United States

  • University of Minnesota - Twin Cities - Carlson School of Management

SCHOLARLY PAPERS

21

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3,973

SSRN CITATIONS
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Top 16,908

in Total Papers Citations

40

CROSSREF CITATIONS

24

Scholarly Papers (21)

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1.

Understanding User-Generated Content and Customer Engagement on Facebook Business Pages

Information Systems Research, Forthcoming, Kelley School of Business Research Paper No. 18-82
Number of pages: 59 Posted: 27 Oct 2018
Mochen Yang, Yuqing Ching Ren and Gediminas Adomavicius
University of Minnesota - Twin Cities - Carlson School of Management, Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 562 (67,704)
Citation 8

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social media, user-generated content, word-of-mouth, customer engagement, Facebook

2.

Reducing Recommender Systems Biases: An Investigation of Rating Display Designs

MIS Quarterly (43:4), Kelley School of Business Research Paper No. 19-18
Number of pages: 54 Posted: 27 Mar 2019 Last Revised: 12 Mar 2021
Gediminas Adomavicius, Jesse Bockstedt, Shawn Curley and Jingjng Zhang
University of Minnesota - Twin Cities - Carlson School of Management, University of Arizona - Department of Management Information Systems, University of Minnesota - Minneapolis and Indiana University - Kelley School of Business - Department of Operation & Decision Technologies
Downloads 506 (76,941)
Citation 5

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recommender systems, decision bias, interface design, preference ratings, scale compatibility, experimental research

3.

Mind the Gap: Accounting for Measurement Error and Misclassification in Variables Generated via Data Mining

Information Systems Research, Forthcoming
Number of pages: 66 Posted: 28 Apr 2017 Last Revised: 01 May 2017
Mochen Yang, Gediminas Adomavicius, Gordon Burtch and Yuqing Ching Ren
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management, Boston University - Questrom School of Business and Carlson School of Management
Downloads 416 (96,838)
Citation 1

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data mining, econometrics, measurement error, misclassification, statistical inference

4.

Integrating Behavioral, Economic, and Technical Insights to Understand and Address Algorithmic Bias: A Human-Centric Perspective

ACM Transactions on Management Information Systems, forthcoming.
Number of pages: 29 Posted: 10 Sep 2019 Last Revised: 22 Feb 2022
Gediminas Adomavicius and Mochen Yang
University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 294 (142,232)

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automated decision-making, algorithmic bias, ethics, fairness, augmented decision-making

5.

Recommendation Technologies: Survey of Current Methods and Possible Extensions

Downloads 273 (152,906)

Recommendation Technologies: Survey of Current Methods and Possible Extensions

NYU Working Paper No. 2451/14115
Number of pages: 39 Posted: 09 Oct 2008
Gediminas Adomavicius and Alexander Tuzhilin
University of Minnesota - Twin Cities - Carlson School of Management and New York University (NYU) - Leonard N. Stern School of Business
Downloads 162 (247,687)

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recommender systems, survey, rating estimation methods, extensions to recommender systems

Recommendation Technologies: Survey of Current Methods and Possible Extensions

NYU Working Paper No. 2451/14144
Number of pages: 39 Posted: 13 Oct 2008
Gediminas Adomavicius and Alexander Tuzhilin
University of Minnesota - Twin Cities - Carlson School of Management and New York University (NYU) - Leonard N. Stern School of Business
Downloads 111 (331,834)

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recommender systems, survey, rating estimation methods, extensions to recommender systems

6.

Effects of Online Recommendations on Consumers’ Willingness to Pay

Information Systems Research, Forthcoming, Kelley School of Business Research Paper No. 17-45
Number of pages: 41 Posted: 08 Jun 2017
Gediminas Adomavicius, Jesse Bockstedt, Shawn Curley and Jingjng Zhang
University of Minnesota - Twin Cities - Carlson School of Management, University of Arizona - Department of Management Information Systems, University of Minnesota - Minneapolis and Indiana University - Kelley School of Business - Department of Operation & Decision Technologies
Downloads 248 (168,259)
Citation 10

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behavioral economics, electronic commerce, laboratory experiments, preferences, recommender systems, willingness to pay

7.

Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem

Kelley School of Business Research Paper No. 19-20
Number of pages: 53 Posted: 14 Mar 2019 Last Revised: 15 Mar 2020
Mochen Yang, Edward McFowland, Gordon Burtch and Gediminas Adomavicius
University of Minnesota - Twin Cities - Carlson School of Management, Harvard Business School, Boston University - Questrom School of Business and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 198 (207,985)

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machine learning, econometric analysis, instrumental variable, random forest, causal inference

8.

Do Recommender Systems Manipulate Consumer Preferences? A Study of Anchoring Effects

Number of pages: 40 Posted: 26 Jun 2013
Gediminas Adomavicius, Jesse Bockstedt, Shawn Curley and Jingjng Zhang
University of Minnesota - Twin Cities - Carlson School of Management, University of Arizona - Department of Management Information Systems, University of Minnesota - Minneapolis and Indiana University - Kelley School of Business - Department of Operation & Decision Technologies
Downloads 190 (215,843)
Citation 14

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anchoring effects, behavioral decision making, behavioral economics, electronic commerce, experimental research, preferences, recommender systems

9.

Consumption and Performance: Understanding Longitudinal Dynamics of Recommender Systems via an Agent-Based Simulation Framework

Information Systems Research, Forthcoming, Kelley School of Business Research Paper No. 19-23
Number of pages: 46 Posted: 07 Jun 2019 Last Revised: 08 Jul 2019
Jingjng Zhang, Gediminas Adomavicius, Alok Gupta and Wolfgang Ketter
Indiana University - Kelley School of Business - Department of Operation & Decision Technologies, University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and University of Cologne - Faculty of Management, Economics and Social Sciences
Downloads 163 (245,890)

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dynamics of recommender systems, agent-based modeling, simulation, consumption strategies, prediction accuracy, consumption diversity, consumption relevance

10.

Longitudinal Impact of Preference Biases on Recommender Systems' Performance

Kelley School of Business Research Paper No. 2021-10
Number of pages: 40 Posted: 09 Mar 2021
Meizi Zhou, Jingjng Zhang and Gediminas Adomavicius
University of Minnesota - Twin Cities - Carlson School of Management, Indiana University - Kelley School of Business - Department of Operation & Decision Technologies and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 159 (251,149)

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Recommender systems, longitudinal dynamics, preference biases, system performance, agent-based simulation.

11.

Designing Real-Time Feedback for Bidders in Homogeneous-Item Continuous Combinatorial Auctions

MIS Quarterly, Forthcoming, Kelley School of Business Research Paper No. 19-3
Number of pages: 70 Posted: 19 Dec 2018
Gediminas Adomavicius, Alok Gupta and Mochen Yang
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 156 (257,817)

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continuous combinatorial auctions, multi-unit auctions, electronic markets, real-time bidder support, allocative fairness, computational artifact design

12.

Effects of Personalized Recommendations versus Aggregate Ratings on Post-Consumption Preference Responses

Forthcoming, MIS Quarterly, Kelley School of Business Research Paper No. 2021-07
Number of pages: 31 Posted: 15 Mar 2021
Gediminas Adomavicius, Jesse Bockstedt, Shawn Curley and Jingjng Zhang
University of Minnesota - Twin Cities - Carlson School of Management, University of Arizona - Department of Management Information Systems, University of Minnesota - Minneapolis and Indiana University - Kelley School of Business - Department of Operation & Decision Technologies
Downloads 126 (301,366)

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online product ratings, recommender systems, personalized ratings, aggregate ratings, recommendation bias, laboratory experiments

13.

Computational Strategies for Inventory Liquidation

Number of pages: 15 Posted: 13 Dec 2016
Gediminas Adomavicius, Alok Gupta, Zach Sheffler and Mochen Yang
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities, Carlson School of Management, Students and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 117 (317,857)
Citation 1

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14.

Modeling Supply-Side Dynamics of IT Components, Products, and Infrastructure: An Empirical Analysis Using Vector Autoregression

Information Systems Research, Forthcoming.
Number of pages: 55 Posted: 18 Nov 2011 Last Revised: 20 Nov 2011
Jesse Bockstedt, Gediminas Adomavicius and Alok Gupta
University of Arizona - Department of Management Information Systems, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 116 (319,743)
Citation 2

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information systems and technology trends, supply-side forces, technological change, technology ecosystems, technology forecasting, time series analysis, vector autoregression

15.

REQUEST: A Query Language for Customizing Recommendations

REQUEST: A Query Language for Customizing Recommendations. Information System Research. vol. 22 no. 1 99-117, (2011)
Number of pages: 19 Posted: 09 Oct 2008 Last Revised: 30 Aug 2014
Gediminas Adomavicius, Alexander Tuzhilin and Rong Zheng
University of Minnesota - Twin Cities - Carlson School of Management, New York University (NYU) - Leonard N. Stern School of Business and Hong Kong University of Science and Technology - Business School - Department of Information Systems, Business Statistics and Operations Management
Downloads 114 (323,770)

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personalization,recommender systems, recommendation query language, multidimensional recommendations, contextual recommendations, recommendation algebra

16.

Consumer Acquisition for Recommender Systems: A Theoretical Framework and Empirical Evaluations

Number of pages: 49 Posted: 02 Oct 2020 Last Revised: 07 Oct 2021
Xuan Bi, Mochen Yang and Gediminas Adomavicius
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 108 (338,280)

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consumer acquisition, recommender systems, algorithm design, network externality, personalization

17.

Engagement by Design: An Empirical Study of the 'Reactions' Feature on Facebook Business Pages

ACM Transactions on Computer-Human Interaction, Forthcoming
Number of pages: 36 Posted: 04 Sep 2020
Mochen Yang, Yuqing Ching Ren and Gediminas Adomavicius
University of Minnesota - Twin Cities - Carlson School of Management, Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 72 (429,993)

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social computing, social media, user engagement, user-generated content, feature design, Facebook business pages, heterogeneous effects

18.

Efficient Computational Strategies for Dynamic Inventory Liquidation

Information Systems Research, Forthcoming, Kelley School of Business Research Paper No. 18-79
Number of pages: 74 Posted: 02 Oct 2018
Mochen Yang, Gediminas Adomavicius and Alok Gupta
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 69 (439,938)

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inventory liquidation, scalable computational approaches, dynamic programming, greedy heuristic, simulation, design science

19.

From Head to Long Tail: Efficient and Flexible Recommendation Using Cosine Patterns

Number of pages: 14 Posted: 18 Feb 2021
Yaqiong Wang, Junjie Wu, Zhiang Wu and Gediminas Adomavicius
Santa Clara University - Leavey School of Business, Beihang University (BUAA), affiliation not provided to SSRN and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 37 (574,540)

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Recommender Systems, Pattern-Based Recommendations, Cosine Patterns, Long-Tail Recommendations

20.

Discovery of Actionable Patterns in Databases: the Action Hierarchy Approach

NYU Working Paper No. 2451/14174
Number of pages: 5 Posted: 13 Oct 2008
Gediminas Adomavicius and Alexander Tuzhilin
University of Minnesota - Twin Cities - Carlson School of Management and New York University (NYU) - Leonard N. Stern School of Business
Downloads 27 (633,247)

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21.

Bidder Support in Multi-Item Multi-Unit Continuous Combinatorial Auctions: A Unifying Theoretical Framework

Information Systems Research, Forthcoming
Number of pages: 59 Posted: 07 Dec 2021
Gediminas Adomavicius, Alok Gupta and Mochen Yang
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 22 (668,562)

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combinatorial auctions, multi-item multi-unit auctions, real-time bidder support, information feedback, computational artifact design