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

20

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Top 20,286

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2,957

SSRN CITATIONS
Rank 16,911

SSRN RANKINGS

Top 16,911

in Total Papers Citations

40

CROSSREF CITATIONS

24

Scholarly Papers (20)

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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 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

4.

Recommendation Technologies: Survey of Current Methods and Possible Extensions

Downloads 257 (143,586)

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