Gediminas Adomavicius

University of Minnesota - Twin Cities - Carlson School of Management

Professor

19th Avenue South

Minneapolis, MN 55455

United States

SCHOLARLY PAPERS

24

DOWNLOADS
Rank 15,305

SSRN RANKINGS

Top 15,305

in Total Papers Downloads

5,913

SSRN CITATIONS
Rank 12,036

SSRN RANKINGS

Top 12,036

in Total Papers Citations

100

CROSSREF CITATIONS

24

Scholarly Papers (24)

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 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 761 (60,352)
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 721 (64,829)
Citation 9

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

3.

Longitudinal Impact of Preference Biases on Recommender Systems' Performance

Kelley School of Business Research Paper No. 2021-10
Number of pages: 43 Posted: 09 Mar 2021 Last Revised: 04 Oct 2023
Meizi Zhou, Jingjng Zhang and Gediminas Adomavicius
Boston University - Questrom School of Business, Indiana University - Kelley School of Business - Department of Operation & Decision Technologies and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 480 (107,845)
Citation 4

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

4.

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 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 459 (113,729)
Citation 12

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

5.

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 395 (135,391)
Citation 2

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

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 346 (156,801)
Citation 18

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

7.

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

Adomavicius, G., Bockstedt, J., Curley, S., and Zhang, J. (2022) ``Effects of Personalized Recommendations Versus Aggregate Ratings on Post-Consumption Preference Responses," MIS Quarterly (46:1), 627--643.
Number of pages: 31 Posted: 15 Mar 2021 Last Revised: 02 Nov 2023
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 322 (169,451)

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

8.

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

Forthcoming at INFORMS Journal on Data Science
Number of pages: 47 Posted: 14 Mar 2019 Last Revised: 29 Jun 2022
Mochen Yang, Edward McFowland, Gordon Burtch and Gediminas Adomavicius
University of Minnesota - Twin Cities - Carlson School of Management, Harvard University - Business School (HBS), Boston University - Questrom School of Business and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 316 (172,852)

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

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 172 (310,170)

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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 129 (393,666)

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

10.

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 275 (199,753)
Citation 6

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

11.

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 270 (203,512)
Citation 26

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

12.

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

Information Systems Research, forthcoming
Number of pages: 64 Posted: 02 Oct 2020 Last Revised: 11 Apr 2023
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 225 (243,403)

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

13.

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 195 (277,772)

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

14.

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 176 (304,319)
Citation 1

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15.

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 141 (366,404)
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

16.

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 129 (392,592)

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

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 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 95 (489,914)

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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 84 (529,182)

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

19.

Efficient and Flexible Long-Tail Recommendation Using Cosine Patterns

Number of pages: 36 Posted: 18 Feb 2021 Last Revised: 30 Jan 2024
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 69 (591,854)

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

20.

Persistence of Recommender-Induced Biases in Consumer Preference Ratings

Number of pages: 39 Posted: 24 Apr 2023
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 57 (651,923)

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recommender systems, decision biases, persistence of bias, experimental research

21.

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 43 (736,409)

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22.

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 40 (757,266)

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

23.

Forecasting Goal-Oriented Activities: A Deep Learning Approach Leveraging Cross-Activity Relationships

Number of pages: 36 Posted: 08 Dec 2023
Yi Zhu, Xuan Bi, Gediminas Adomavicius and Shawn Curley
University of Minnesota - Twin Cities - Information and Decision Sciences, University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Minneapolis
Downloads 13 (993,890)

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Goal-Oriented Activity, Sequence Interactions, Time Series Forecasting, Deep Learning, Simulation

24.

Design and Evaluation of New Product Category Recommendations: Evidence from a Randomized Field Experiment

Posted: 27 Aug 2023 Last Revised: 03 Oct 2023
Meizi Zhou, Ravi Bapna, Gediminas Adomavicius and Jonathan Hershaff
Boston University - Questrom School of Business, University of Minnesota - Minneapolis, University of Minnesota - Twin Cities - Carlson School of Management and University of Michigan

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new category recommendation, machine learning, randomized field experiment, causal forests