Zuo-Jun Max Shen

University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)

Professor

IEOR Department

4135 Etcheverry Hall

Berkeley, CA 94720

United States

SCHOLARLY PAPERS

59

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18,718

SSRN CITATIONS
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SSRN RANKINGS

Top 9,163

in Total Papers Citations

86

CROSSREF CITATIONS

52

Scholarly Papers (59)

1.

On-Time Last Mile Delivery: Order Assignment with Travel Time Predictors

Forthcoming in Management Science
Number of pages: 55 Posted: 25 May 2018 Last Revised: 08 Mar 2020
Sheng Liu, Long He and Zuo-Jun Max Shen
Rotman School of Management, George Washington University and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 1,599 (15,619)
Citation 8

Abstract:

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last mile delivery, data-driven modeling, prediction, robust optimization, branch-and-price

2.

A Practical End-to-End Inventory Management Model with Deep Learning

Number of pages: 27 Posted: 23 Feb 2021 Last Revised: 12 Jul 2021
University of California, Berkeley - Department of Industrial Engineering and Operations Research, Department of Electrical and Computer Engineering, University California, San Diego, JD.com Smart Supply Chain Y, JD.com JD.com Silicon Valley Research Center, JD.com JD.com Silicon Valley Research Center, JD.com American Technologies Corporation and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 1,419 (18,721)
Citation 2

Abstract:

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end-to-end, inventory management, deep learning

3.

Centralization versus Decentralization: Risk Pooling, Risk Diversification, and Supply Chain Disruptions

Number of pages: 31 Posted: 03 Apr 2008 Last Revised: 19 Jun 2014
MIT Center for Transportation & Logistics, University of California, Berkeley - Department of Industrial Engineering and Operations Research, Lehigh University - Department of Industrial and Systems Engineering and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 1,366 (19,755)
Citation 5

Abstract:

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supply disruptions, inventory management, risk diversification

4.

Shared Mobility for Last-Mile Delivery: Design, Operational Prescriptions and Environmental Impact

Manufacturing and Service Operations Management, Forthcoming
Number of pages: 34 Posted: 26 Oct 2016 Last Revised: 21 Feb 2020
Wei Qi, Lefei Li, Sheng Liu and Zuo-Jun Max Shen
McGill University - Desautels Faculty of Management, Tsinghua University - Department of Industrial Engineering, Rotman School of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 1,159 (25,264)
Citation 9

Abstract:

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Logistics Planning, Shared Mobility, Open-Loop Vehicle Routing Problem, Sustainability

5.

Real-Time Delivery Time Forecasting and Promising in Online Retailing: When Will Your Package Arrive?

Manufacturing & Service Operations Management
Number of pages: 36 Posted: 29 Sep 2020 Last Revised: 18 Jan 2022
Nooshin Salari, Sheng Liu and Zuo-Jun Max Shen
University of Toronto - Operations Management, Rotman School of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 753 (46,603)

Abstract:

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logistics, online retail, forecasting, machine learning

6.

Data-Driven Incentive Design in the Medicare Shared Savings Program

Number of pages: 53 Posted: 13 Jul 2016 Last Revised: 17 Jun 2018
Anil Aswani, Zuo-Jun Max Shen and Auyon Siddiq
University of California, Berkeley, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 732 (47,993)
Citation 4

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Health policy, contract design, principal-agent model, structural estimation, simulation

7.

Infrastructure Planning for Electric Vehicles with Battery Swapping

Number of pages: 59 Posted: 15 Mar 2012 Last Revised: 20 Jul 2014
Ho-Yin Mak, Ying Rong and Zuo-Jun Max Shen
University of Oxford - Said Business School, Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 729 (48,234)
Citation 15

Abstract:

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8.

Inventory Systems with Stochastic Demand and Supply: Properties and Approximations

Number of pages: 36 Posted: 03 Apr 2008 Last Revised: 22 Feb 2010
Amanda J. Schmitt, Lawrence V. Snyder and Zuo-Jun Max Shen
MIT Center for Transportation & Logistics, Lehigh University - Department of Industrial and Systems Engineering and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 636 (57,665)
Citation 1

Abstract:

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Supply disruptions, Inventory management

9.

Should On-Demand Ride Services Be Regulated? An Analysis of Chinese Government Policies

Number of pages: 51 Posted: 22 Jun 2017 Last Revised: 24 Aug 2021
Fudan University - School of Management, University of California, Los Angeles (UCLA) - Decisions, Operations, and Technology Management (DOTM) Area, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and Zhejiang University
Downloads 632 (58,229)
Citation 8

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On-demand ride services, socially responsible operations, innovative business models, public policy, consumer welfare, social welfare

10.

A Smart-City Scope of Operations Management

Forthcoming, Production and Operations Management
Number of pages: 33 Posted: 24 May 2018 Last Revised: 04 Nov 2019
Wei Qi and Zuo-Jun Max Shen
McGill University - Desautels Faculty of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 555 (68,451)
Citation 1

Abstract:

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smart city, urban-scale integration, smart grid, shared mobility

11.

Bullwhip and Reverse Bullwhip Effects under the Rationing Game

Forthcoming in Naval Research Logistics
Number of pages: 26 Posted: 20 Aug 2008 Last Revised: 25 May 2017
Ying Rong, Lawrence V. Snyder and Zuo-Jun Max Shen
Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management, Lehigh University - Department of Industrial and Systems Engineering and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 535 (71,735)
Citation 10

Abstract:

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rationing game, bullwhip effect, reverse bullwhip effect, supply uncertainty, order variance

12.

Service Region Design for Urban Electric Vehicle Sharing Systems

Forthcoming in Manufacturing & Service Operations Management
Number of pages: 49 Posted: 12 Oct 2016
Long He, Ho-Yin Mak, Ying Rong and Zuo-Jun Max Shen
George Washington University, University of Oxford - Said Business School, Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 501 (77,765)
Citation 27

Abstract:

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sustainable operations, car sharing, electric vehicles, robust optimization, facility location

13.

Pricing during Disruptions: A Cause of the Reverse Bullwhip Effect

Number of pages: 39 Posted: 08 Apr 2009
Ying Rong, Zuo-Jun Max Shen and Lawrence V. Snyder
Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and Lehigh University - Department of Industrial and Systems Engineering
Downloads 467 (84,653)
Citation 7

Abstract:

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bullwhip effect, reverse bullwhip effect, supply uncertainty, modeling error

14.

Data-driven Newsvendor Problems Regularized by a Profit Risk Constraint

Number of pages: 53 Posted: 19 Mar 2020 Last Revised: 15 Nov 2021
Shaochong Lin, Frank Chen, Frank Chen, Yanzhi Li and Zuo-Jun Max Shen
The University of Hong Kong, City University of Hong Kong - Dept of Management SciencesCity Univ. of Hong Kong - Dept of Management Scienes, City University of Hong Kong and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 437 (91,460)
Citation 1

Abstract:

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risk-averse newsvendor, data-driven newsvendor, value-at-risk constraint, machine learning

15.

Urban Bike Lane Planning with Bike Trajectories: Models, Algorithms, and a Real-World Case Study

Forthcoming in Manufacturing & Service Operations Management
Number of pages: 39 Posted: 29 Sep 2019 Last Revised: 25 Jun 2021
Sheng Liu, Zuo-Jun Max Shen and Xiang Ji
Rotman School of Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and University of California, Berkeley
Downloads 422 (95,290)

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Smart City, Transportation, Urban Planning, Optimization, Facility Location

16.

Improving Consumer Welfare and Manufacturer Profit via Government Subsidy Programs: Subsidizing Consumers or Manufacturers?

Number of pages: 52 Posted: 12 Oct 2016 Last Revised: 24 Aug 2021
Jiayi Joey Yu, Christopher S. Tang and Zuo-Jun Max Shen
Fudan University - School of Management, University of California, Los Angeles (UCLA) - Decisions, Operations, and Technology Management (DOTM) Area and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 422 (95,290)
Citation 7

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Developing Economies, Government Subsidies, Economic Development, Social Welfare

17.

JD.com: Transaction Level Data for the 2020 MSOM Data Driven Research Challenge

Number of pages: 18 Posted: 23 Jan 2020 Last Revised: 11 Sep 2021
Zuo-Jun Max Shen, Christopher S. Tang, Di Wu, Rong Yuan and Wei Zhou
University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR), University of California, Los Angeles (UCLA) - Decisions, Operations, and Technology Management (DOTM) Area, JD.com American Technologies Corporation, Massachusetts Institute of Technology (MIT) - Operations Research Center and LinkedIn
Downloads 417 (96,883)
Citation 5

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E-Commerce, Transactional Data, MSOM Society, Data Driven Research

18.

Sequential Choice Bandits: Learning with Marketing Fatigue

Number of pages: 49 Posted: 08 Apr 2019 Last Revised: 25 Nov 2019
Junyu Cao, Wei Sun and Zuo-Jun Max Shen
University of Texas at Austin - Red McCombs School of Business, IBM Corporation - Thomas J. Watson Research Center and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 394 (103,421)
Citation 2

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sequential choice, learning to rank, marketing fatigue, online learning, bandit

19.

Agility and Proximity Considerations in Supply Chain Design

Number of pages: 45 Posted: 10 Jun 2015 Last Revised: 26 Sep 2015
Michael K. Lim, Ho-Yin Mak and Zuo-Jun Max Shen
Seoul National University, SNU Business School, University of Oxford - Said Business School and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 388 (104,996)
Citation 5

Abstract:

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Supply Chain Design, Flexibility System, Logistics, Inventory Sharing

20.

Data-Driven Research in Retail Operations - A Review

Number of pages: 38 Posted: 07 Jul 2020 Last Revised: 02 Sep 2020
Meng Qi, Ho-Yin Mak and Zuo-Jun Max Shen
University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of Oxford - Said Business School and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 379 (107,823)
Citation 1

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21.

Offline-Channel Planning in Smart Omnichannel Retailing

Manufacturing & Service Operations Management, Forthcoming
Number of pages: 32 Posted: 18 Feb 2021 Last Revised: 06 Jan 2022
Jian Chen, Yong Liang, Hao Shen, Zuo-Jun Max Shen and Mengying Xue
Tsinghua University - School of Economics and Management, affiliation not provided to SSRNTsinghua University - School of Economics & Management, Renmin University of China - School of Business, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and University of Science and Technology of China
Downloads 353 (116,751)

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assortment planning, data analytics, facility location, omnichannel retail, smart-city operations, smart retailing

22.

Distributionally Robust Conditional Quantile Prediction with Fixed Design

Number of pages: 36 Posted: 12 Jun 2019 Last Revised: 18 Oct 2021
Meng Qi, Ying Cao and Zuo-Jun Max Shen
University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of California, Berkeley - Department of Industrial Engineering and Operations Research and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 331 (125,686)
Citation 2

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quantile prediction, distributionally robust optimization, data-driven Newsvendor problem

23.

Data Center Network Design for Internet-Related Services and Cloud Computing

Number of pages: 34 Posted: 14 Feb 2019
Yong Liang, Mengshi Lu, Zuo-Jun Max Shen and Runyu Tang
Tsinghua University - Department of Management Science and Engineering, Purdue University - Krannert School of Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and Xi'an Jiaotong University (XJTU) - School of Management
Downloads 256 (163,241)
Citation 1

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data centers, cloud computing, service operations, network design, resource provisioning

24.

The Value of Customer-Related Information on Service Platforms: Evidence From a Large Field Experiment

Number of pages: 44 Posted: 02 Mar 2020 Last Revised: 13 May 2022
Zhiyu Zeng, Hengchen Dai, Dennis Zhang, Zhiwei Xu and Zuo-Jun Max Shen
Tsinghua University - Department of Industrial Engineering, University of California, Los Angeles (UCLA) - Anderson School of Management, Washington University in St. Louis - John M. Olin Business School, affiliation not provided to SSRN and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 255 (163,888)

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Platform Operations, Service Operations, Operational Transparency, Field Experiment

25.

The Impact of Social Nudges on User-Generated Content for Social Network Platforms

Number of pages: 76 Posted: 05 Jun 2020 Last Revised: 12 May 2022
Tsinghua University - Department of Industrial Engineering, University of California, Los Angeles (UCLA) - Anderson School of Management, Washington University in St. Louis - John M. Olin Business School, Supply Chain Management Department - W.P.Carey School of Business, The Chinese University of Hong Kong, affiliation not provided to SSRN and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 252 (165,807)

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Content Production, Platform Operations, Social Network, Field Experiment, Information-Based Intervention

26.

Coordinating Installation of Electric Vehicle Charging Stations between Governments and Automakers

Production and Operations Management
Number of pages: 37 Posted: 15 Apr 2020 Last Revised: 24 Aug 2021
Fudan University - School of Management, University of California, Los Angeles (UCLA) - Decisions, Operations, and Technology Management (DOTM) Area, Shanghai University - School of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 237 (175,917)
Citation 1

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Electric Vehicles, Charging Stations, Subsidies, Incentives

27.

Search for Information on Multiple Products

Management Science (2016), MIT Sloan Research Paper No. 5152-15
Number of pages: 60 Posted: 19 Dec 2015 Last Revised: 03 Jun 2019
T. Tony Ke, Zuo-Jun Max Shen and J. Miguel Villas-Boas
The Chinese University of Hong Kong (CUHK), University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and University of California, Berkeley
Downloads 228 (182,504)
Citation 16

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Information; Search Theory; Consideration Set; Brownian Motions; Choice Overload

28.

The Impact of Ordering Behavior on Order-Quantity Variability: A Study of Forward and Reverse Bullwhip Effects

Number of pages: 40 Posted: 13 Feb 2009 Last Revised: 09 Apr 2009
Ying Rong, Zuo-Jun Max Shen and Lawrence V. Snyder
Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and Lehigh University - Department of Industrial and Systems Engineering
Downloads 221 (187,907)
Citation 3

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29.

The Horizontal Fairness Concern of Backup Supplier in a Triadic Supply Chain

Number of pages: 28 Posted: 05 Mar 2012
Junlin Chen, Xiaobo Zhao and Zuo-Jun Max Shen
Tsinghua University - Department of Industrial Engineering, Tsinghua University - Department of Industrial Engineering and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 208 (198,920)
Citation 1

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30.

Smart City Operations: Modelling Challenges and Opportunities

INSEAD Working Paper No. 2019/21/TOM
Number of pages: 18 Posted: 25 Apr 2019
Sameer Hasija, Zuo-Jun Max Shen and Chung-Piaw Teo
INSEAD - Technology and Operations Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and NUS Business School - Department of Decision Sciences
Downloads 205 (201,650)

Abstract:

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Smart City Operations, Smart Technologies

31.

Product Sourcing and Distribution Strategies under Supply Disruption and Recall Risks

Number of pages: 30 Posted: 03 May 2017 Last Revised: 27 Feb 2019
Long He, Ying Rong and Zuo-Jun Max Shen
George Washington University, Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 204 (202,537)
Citation 2

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product recall, supply disruption, operations strategy, product distribution

32.

Intertemporal Pricing via Nonparametric Estimation: Integrating Reference Effects and Consumer Heterogeneity

Number of pages: 54 Posted: 18 Nov 2020 Last Revised: 07 Feb 2022
Hansheng Jiang, Junyu Cao and Zuo-Jun Max Shen
University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of Texas at Austin - Red McCombs School of Business and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 187 (218,974)

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reference effect, consumer heterogeneity, data-driven, intertemporal pricing, nonparametric estimation, online retailing

33.

Beyond Rebalancing: Crowd-Sourcing and Geo-Fencing for Shared-Mobility Systems

Number of pages: 42 Posted: 25 Jan 2019
Qiao-Chu He, Tiantian Nie, Yun Yang and Zuo-Jun Max Shen
Southern University of Science and Technology, University of North Carolina (UNC) at Charlotte, University of Illinois at Urbana-Champaign - Department of Statistics and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 173 (234,109)
Citation 2

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Shared-mobility systems, double-sided queue, two-sided matching, parking systems, second-order conic programming

34.

On Pooling and Dependence of Demand and Yield in Multiple-Location Inventory Systems

Number of pages: 18 Posted: 11 Aug 2012 Last Revised: 30 Jun 2013
Ho-Yin Mak and Zuo-Jun Max Shen
University of Oxford - Said Business School and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 173 (234,109)
Citation 2

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Supply Chain Design, Inventory Sharing, Stochastic Orders, Robust Optimization

35.

Reliable Hub Location Model for Air Transportation Networks under Random Disruptions

Manufacturing & Service Operations Management, Forthcoming
Number of pages: 43 Posted: 10 Jul 2019
Hao Shen, Yong Liang and Zuo-Jun Max Shen
Renmin University of China - School of Business, Tsinghua University - Department of Management Science and Engineering and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 144 (272,301)

Abstract:

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air transportation network, hub location, disruptions, mixed-integer linear program

36.

New Product Life Cycle Curve Modeling and Forecasting with Product Attributes and Promotion: A Bayesian Functional Approach

Rotman School of Management Working Paper No. 4014586
Number of pages: 32 Posted: 01 Mar 2022
Tsinghua University - Department of Industrial Engineering, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y, Rotman School of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 140 (278,285)

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Product life cycle, Sales forecasting, Bayesian model, Functional regression

37.

Queueing Versus Surge Pricing Mechanism: Efficiency, Equity, and Consumer Welfare

Number of pages: 68 Posted: 13 Oct 2020 Last Revised: 17 Nov 2020
Yueyang Zhong, Zhixi Wan and Zuo-Jun Max Shen
The University of Chicago Booth School of Business, The University of Hong Kong - Faculty of Business and Economics and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 138 (281,448)

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surge pricing; observable queue; mechanism; abandonment, consumer welfare, equity

38.

End-to-End Deep Learning for Automatic Inventory Management with Fixed Ordering Cost

Number of pages: 48 Posted: 19 Jul 2021 Last Revised: 07 Mar 2022
Mo Liu, Meng Qi and Zuo-Jun Max Shen
University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of California, Berkeley - Department of Industrial Engineering and Operations Research and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 135 (286,224)

Abstract:

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end-to-end learning, inventory management, fixed ordering cost

39.

Incentive for Peer-to-Peer Information Sharing in Avaaj Otalo

Number of pages: 32 Posted: 18 May 2013 Last Revised: 04 Aug 2013
Ying-Ju Chen, J. George Shanthikumar and Zuo-Jun Max Shen
Hong Kong University of Science & Technology (HKUST) - Department of Information Systems, Business Statistics and Operations Management, Purdue University - Krannert School of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 135 (286,224)
Citation 1

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social media, information sharing, India agriculture, game theory

40.

Coordinating Project Outsourcing through Bilateral Contract Negotiations

Number of pages: 32 Posted: 04 Sep 2019 Last Revised: 01 Jun 2020
Chengfan Hou, Mengshi Lu, Tianhu Deng and Zuo-Jun Max Shen
Tsinghua University - Department of Industrial Engineering, Purdue University - Krannert School of Management, Tsinghua University and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 125 (303,245)

Abstract:

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project outsourcing; incentives and contracting; bargaining

41.

Infrastructure Planning of Photovoltaic Charging Stations

Number of pages: 40 Posted: 15 Apr 2020
Zihao Jiao, Mengshi Lu, Lun Ran and Zuo-Jun Max Shen
Beijing Institute of Technology, Purdue University - Krannert School of Management, Beijing Institute of Technology and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 89 (380,752)
Citation 2

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sustainable transportation, renewable energy management, photovoltaic charging service, demand response

42.

Connected Population Synthesis for Transportation Simulation

Transportation Research Part C: Emerging Technologies (2019) , 103, 1-16.
Number of pages: 25 Posted: 16 May 2019
University of California, Berkeley - Department of System Engineering, University of Texas at Austin - Red McCombs School of Business, affiliation not provided to SSRN, affiliation not provided to SSRN, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and affiliation not provided to SSRN
Downloads 82 (399,908)

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population synthesis, cellular data, Bayesian networks, structural learning, mixed integer programming, exponential random graph model, agent-based modeling, transportation simulation

43.

Dynamic Pricing and Service Fulfillment of Mobile Charging Systems with Stochastic Demands

Number of pages: 65 Posted: 10 Jan 2022
Jie Yang, Fang He, Zuo-Jun Max Shen and Xi Lin
Tsinghua University - Department of Industrial Engineering, Tsinghua University - Department of Industrial Engineering, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and Tsinghua University - Department of Civil Engineering
Downloads 77 (414,569)

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mobile charging; dynamic pricing; service fulfillment; Stackelberg game

44.

Dynamic Inventory Control with Covariates: Risk Constraints, Regularization, and Folding-horizon Plan

Number of pages: 55 Posted: 16 Feb 2022
Shaochong Lin, Frank Chen, Frank Chen, Yanzhi Li and Zuo-Jun Max Shen
The University of Hong Kong, City University of Hong Kong - Dept of Management SciencesCity Univ. of Hong Kong - Dept of Management Scienes, City University of Hong Kong and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 73 (436,770)

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Dynamic risk constraint, machine learning, folding horizon, time consistency, regularization

45.

Content Promotion for Online Content Platforms with the Diffusion Effect

Number of pages: 44 Posted: 16 Jun 2021 Last Revised: 19 Apr 2022
University of California, Berkeley - Department of Civil and Environmental Engineering, University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR), Supply Chain Management Department - W.P.Carey School of Business and The Chinese University of Hong Kong
Downloads 69 (440,134)
Citation 1

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Online Content, Diffusion Modelling, Promotion Optimization, Approximation Algorithms

46.

Training, Production, and Channel Separation in ITC's E-Choupal Network

Production and Operations Management, August 2011
Number of pages: 32 Posted: 27 Nov 2012
Ying-Ju Chen, J. George Shanthikumar and Zuo-Jun Max Shen
Hong Kong University of Science & Technology (HKUST) - Department of Information Systems, Business Statistics and Operations Management, Purdue University - Krannert School of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 65 (453,870)

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e-Choupal, India agriculture, incentives, socially and environmentally responsible supply chains

47.

How Inventory Cost Influences Introduction Timing of Product Line Extensions?

Production and Operations Management, Vol. 22, No. 5, September–October 2013, pp. 1214–1231
Number of pages: 50 Posted: 21 Oct 2013 Last Revised: 07 Sep 2018
T. Tony Ke, Zuo-Jun Max Shen and Shan Li
The Chinese University of Hong Kong (CUHK), University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and City University of New York (CUNY) - Narendra Paul Loomba Department of Management
Downloads 52 (504,013)

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New Product Introduction, Inventory Management, Marketing and Operations Coordination, Innovation Diffusion

48.

Customer Selection in Social Group Buying

Number of pages: 41 Posted: 27 Apr 2022
Yan Cheng, Shaochong Lin and Zuo-Jun Max Shen
Tsinghua University - Department of Industrial Engineering, The University of Hong Kong and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 43 (544,491)

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Social group buying, social cost, Bayesian learning, product trial, online service industry

49.

Joint Product Design and Dynamic Assortment Optimization: Integrating Strategic and Tactical Revenue Management

Number of pages: 73 Posted: 29 Apr 2022
University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of Southern California - Marshall School of Business, Supply Chain Management Department - W.P.Carey School of Business and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 40 (559,301)

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strategic decision, tactical decision, product design, dynamic assortment optimization

50.

Customer Influence Value and Purchase Acceleration in New Product Diffusion

Marketing Science, Vol. 31, No. 2, March-April 2012, pp. 236-256
Number of pages: 52 Posted: 04 Apr 2019
Teck Ho, Shan Li, So-Eun Park and Zuo-Jun Max Shen
University of California, Berkeley - Haas School of Business, City University of New York (CUNY) - Narendra Paul Loomba Department of Management, affiliation not provided to SSRN and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 37 (574,717)

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51.

Reliable Flexibility Design of Supply Chains Via Extended Probabilistic Expanders

Production and Operations Management, Forthcoming
Number of pages: 35 Posted: 17 Jan 2019
Hao Shen, Yong Liang, Zuo-Jun Max Shen and Chung-Piaw Teo
Renmin University of China - School of Business, Tsinghua University - Department of Management Science and Engineering, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and NUS Business School - Department of Decision Sciences
Downloads 26 (640,364)

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flexibility design, supply chain disruptions, extended probabilistic expanders, unbalanced supply chains

52.

Supply Chain Forecast Sharing under Asymmetric Forecast Preferences

Number of pages: 27 Posted: 28 Mar 2022
Lin Zhao, Mengshi Lu, Zuo-Jun Max Shen and Kemal Güler
Beijing Technology and Business University, Purdue University - Krannert School of Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and Hewlett-Packard Laboratories
Downloads 23 (661,422)

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forecast sharing, production planning, supply chain management

53.

Vehicle Rebalancing in A Shared Micromobility System with Rider Crowdsourcing

Posted: 10 Mar 2022
Ding Zou, Yulan Wang, Yun Fong Lim, Kai Pan and Zuo-Jun Max Shen
The Hong Kong Polytechnic University, Hong Kong Polytechnic University, Singapore Management University - Lee Kong Chian School of Business, Hong Kong Polytechnic University and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)

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Shared Micromobility, Crowdsourcing, Allocation and Relocation, Two-stage Stochastic Mixed-integer Programming, Decomposition Algorithm

54.

Digital Twin: What It Is, Why Do It, Related Challenges, and Research Opportunities for Operations Research

Posted: 18 Feb 2021 Last Revised: 10 Aug 2021
Zuo-Jun Max Shen, Lu Wang and Tianhu Deng
University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR), Tsinghua University - Department of Industrial Engineering and Tsinghua University
Downloads 0 (873,473)

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Digital Twin, simulation, digitalization

55.

Who Should Be Subsidized to Promote Electric Vehicle Adoption?

Posted: 05 Jan 2021
Bo Feng, Zuo-Jun Max Shen and Jixin Zhao
School of Business Administration, South China University of Technology, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and Soochow University, Research Centre for Smarter Supply Chain and Dongwu Business School

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electric vehicle (EV), subsidy beneficiary, competitive supply chain, distribution channel

56.

Urban Courier: Operational Innovation and Data-driven Coverage-and-Pricing

Posted: 06 Oct 2020 Last Revised: 17 May 2021
Mengxin Wang, Meng Qi, Junyu Cao and Zuo-Jun Max Shen
University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of Texas at Austin - Red McCombs School of Business and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)

Abstract:

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urban courier delivery, joint scheduling and pricing, data-driven pricing, distributionally robust optimization, maximum weighted coverage

57.

Learning Newsvendor Problem with Intertemporal Dependence and Moderate Non-stationarities

Posted: 11 Aug 2020 Last Revised: 25 Oct 2021
Meng Qi, Zuo-Jun Max Shen and Zeyu Zheng
University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and University of California, Berkeley

Abstract:

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Newsvendor problem, intertemporal dependent data, non-stationarity, generalization bound

58.

Optimal Capacity Planning and Battery-Charging Policy for an Electric Vehicle Battery Swap Station

Posted: 11 Nov 2016
Zuo-Jun Max Shen, Bo Feng and Hailong Sun
University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR), School of Business Administration, South China University of Technology and South China University of Technology - School of Business Administration (SBA)

Abstract:

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electric vehicles, battery swapping, capacity planning, Markov decision process, L-convexity

59.

Customer Influence Value and Purchase Acceleration in New Product Diffusion

Marketing Science, Vol. 31, No. 2, 2012; pp. 236-256; DOI: 10.1287/mksc.1110.0701
Posted: 24 Oct 2012
Teck Ho, So-Eun Park and Zuo-Jun Max Shen
University of California, Berkeley - Haas School of Business, affiliation not provided to SSRN and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)

Abstract:

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new product diffusion, purchase value, influence value, purchase acceleration