Gediminas Adomavicius

University of Minnesota - Twin Cities - Carlson School of Management

Professor

19th Avenue South

Minneapolis, MN 55455

United States

SCHOLARLY PAPERS

20

DOWNLOADS
Rank 20,286

SSRN RANKINGS

Top 20,286

in Total Papers Downloads

2,957

SSRN CITATIONS
Rank 16,911

SSRN RANKINGS

Top 16,911

in Total Papers Citations

40

CROSSREF CITATIONS

24

Scholarly Papers (20)

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 436 (80,276)
Citation 8

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

2.

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 395 (90,075)
Citation 1

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

3.

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 372 (96,565)
Citation 5

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

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 151 (233,255)

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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 106 (305,506)

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

5.

Integrating Behavioral, Economic, and Technical Insights to Address Algorithmic Bias: Challenges and Opportunities for IS Research

Number of pages: 33 Posted: 10 Sep 2019
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 187 (194,875)

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artificial intelligence, machine learning, augmented decision making, algorithmic bias, human-centric computing, research agenda

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 182 (198,705)
Citation 9

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

7.

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 162 (219,473)
Citation 14

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

8.

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, University of Minnesota - Minneapolis, Boston University - Questrom School of Business and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 141 (246,025)

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

9.

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 127 (266,725)

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

10.

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 110 (295,841)
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

11.

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 110 (295,841)

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

12.

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 - Institute of Energy Economics
Downloads 109 (299,683)
Citation 1

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

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 104 (307,510)
Citation 1

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14.

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 65 (406,341)

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

15.

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

Number of pages: 44 Posted: 02 Oct 2020
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 60 (423,015)

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

16.

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 57 (433,641)

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

17.

Longitudinal Impact of Preference Biases on Recommender Systems' Performance

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 30 (552,493)

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

18.

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 25 (582,687)

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19.

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

Forthcoming, MIS Quarterly
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 21 (608,974)

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

20.

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 7 (710,254)

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