Faculty Profiles - SHIN Dongwook | The Hong Kong University of Science and Technology

Dongwook SHIN
申東煜

PhD in Decision, Risk, and Operations
Columbia University, 2017

Associate Professor
Department of Information Systems, Business Statistics and Operations Management

(852) 3469 2127
dwshin@ust.hk
Room LSK4070
Personal Web

ORCID

0000-0002-2984-0148

Scopus ID

57193488757

Research Interest Publications Projects Teaching Assignment RPG Supervision Space used

Research Interest

Electronic commerce
Operations management
Revenue management
Probability models
Online social network system

Publications

All Years 13 2025 0 2024 3 2023 4 2022 2 2021 1 2020 0 2019 3

2024 3

Feature Misspecification in Sequential Learning Problems

Management Sciene, August 2024
Ahn, Dohyun; Shin, Dongwook; Zeevi, Assaf
Article

Product Quality and Information Sharing in the Presence of Reviews

Management Science, v. 70, (3), March 2024, p. 1428-1447
Shin, Dongwook; Zeevi, Assaf
Article

Social Learning and Content Quality Under Polarization

Manufacturing & Service Operations Management, v. 26, (6), November 2024, p. 2237-2255
Kadiyala, Bharadwaj; Shin, Dongwook
Article

2023 4

Dynamic Pricing with Online Reviews

Management Science, v. 69, (2), February 2023, p. 824-845
Shin, Dongwook; Vaccari, Stefano; Zeevi, Assaf
Article

Nudging Private Ryan: Mobile Microgiving under Economic Incentives and Audience Effects

MIS Quarterly: Management Information Systems, v. 47, (3), September 2023, p. 1101-1146
Lee, Dongwon; Gopal, Anandasivam; Lee, Dokyun; Shin, Dongwook
Article

Product Ranking in the Presence of Social Learning

Operations Research, v. 71, (4), July-August 2023, p. 1136-1153
Maglaras, Costis; Scarsini, Marco; Shin, Dongwook; Vaccari, Stefano
Article

Multichannel Advertising: Budget Allocation in the Presence of Spillover and Carryover Effects

Chen, Huijun; Chen, Ying Ju; Shin, Dongwook; Park, Sunghyuk
Conference paper

2022 2

Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization

INFORMS Journal on Computing, v. 34, (2), March 2022, p. 752-768
Shin, Dongwook; Broadie, Mark; Zeevi, Assaf
Article

A Nonlinear Optimization Model of Advertising Budget Allocation across Multiple Digital Media Channels

Proceedings of the Annual Hawaii International Conference on System Sciences, v. 2022-January, January 2022, p. 2166-2173
Park, Sung Hyuk; Lee, Minhyung; Kim, Kitae; Shin, Dongwook
Conference paper

2021 1

Ordinal Optimization with Generalized Linear Model

Proceedings - Winter Simulation Conference, v. 2020-December, December 2020, article number 9384070, p. 3008-3019
Ahn, Dohyun; Shin, Dongwook
Conference paper

2018 1

Tractable sampling strategies for ordinal optimization

Operations Research, v. 66, (6), November 2018, p. 1693-1712
Shin, Dongwook; Broadie, Mark; Zeevi, Assaf
Article

2016 2

Practical Nonparametric Sampling Strategies for Quantile-based Ordinal Optimization

Shin, Dongwook; Broadie, Mark; Zeevi, Assaf
Conference paper

Tractable Sampling Strategies for Quantile-Based Ordinal Optimization

Proceedings of the 2016 Winter Simulation Conference, 17 January 2017, article number 7822147, p. 847-858
Shin, Dongwook; Broadie, Mark; Zeevi, Assaf
Conference paper

Article 3

Feature Misspecification in Sequential Learning Problems

Management Sciene, August 2024
Ahn, Dohyun; Shin, Dongwook; Zeevi, Assaf

Product Quality and Information Sharing in the Presence of Reviews

Management Science, v. 70, (3), March 2024, p. 1428-1447
Shin, Dongwook; Zeevi, Assaf

Social Learning and Content Quality Under Polarization

Manufacturing & Service Operations Management, v. 26, (6), November 2024, p. 2237-2255
Kadiyala, Bharadwaj; Shin, Dongwook

Article 3

Dynamic Pricing with Online Reviews

Management Science, v. 69, (2), February 2023, p. 824-845
Shin, Dongwook; Vaccari, Stefano; Zeevi, Assaf

Nudging Private Ryan: Mobile Microgiving under Economic Incentives and Audience Effects

MIS Quarterly: Management Information Systems, v. 47, (3), September 2023, p. 1101-1146
Lee, Dongwon; Gopal, Anandasivam; Lee, Dokyun; Shin, Dongwook

Product Ranking in the Presence of Social Learning

Operations Research, v. 71, (4), July-August 2023, p. 1136-1153
Maglaras, Costis; Scarsini, Marco; Shin, Dongwook; Vaccari, Stefano

Conference paper 1

Multichannel Advertising: Budget Allocation in the Presence of Spillover and Carryover Effects

Chen, Huijun; Chen, Ying Ju; Shin, Dongwook; Park, Sunghyuk

Article 1

Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization

INFORMS Journal on Computing, v. 34, (2), March 2022, p. 752-768
Shin, Dongwook; Broadie, Mark; Zeevi, Assaf

Conference paper 1

A Nonlinear Optimization Model of Advertising Budget Allocation across Multiple Digital Media Channels

Proceedings of the Annual Hawaii International Conference on System Sciences, v. 2022-January, January 2022, p. 2166-2173
Park, Sung Hyuk; Lee, Minhyung; Kim, Kitae; Shin, Dongwook

Conference paper 1

Ordinal Optimization with Generalized Linear Model

Proceedings - Winter Simulation Conference, v. 2020-December, December 2020, article number 9384070, p. 3008-3019
Ahn, Dohyun; Shin, Dongwook

Article 1

Tractable sampling strategies for ordinal optimization

Operations Research, v. 66, (6), November 2018, p. 1693-1712
Shin, Dongwook; Broadie, Mark; Zeevi, Assaf

Conference paper 2

Practical Nonparametric Sampling Strategies for Quantile-based Ordinal Optimization

Shin, Dongwook; Broadie, Mark; Zeevi, Assaf

Tractable Sampling Strategies for Quantile-Based Ordinal Optimization

Proceedings of the 2016 Winter Simulation Conference, 17 January 2017, article number 7822147, p. 847-858
Shin, Dongwook; Broadie, Mark; Zeevi, Assaf

2018 1

Tractable sampling strategies for ordinal optimization

Operations Research, v. 66, (6), November 2018, p. 1693-1712
Shin, Dongwook; Broadie, Mark; Zeevi, Assaf
Article

2016 2

Practical Nonparametric Sampling Strategies for Quantile-based Ordinal Optimization

Shin, Dongwook; Broadie, Mark; Zeevi, Assaf
Conference paper

Tractable Sampling Strategies for Quantile-Based Ordinal Optimization

Proceedings of the 2016 Winter Simulation Conference, 17 January 2017, article number 7822147, p. 847-858
Shin, Dongwook; Broadie, Mark; Zeevi, Assaf
Conference paper

No Publications

Teaching Assignment

2024-25 Spring 4 2024-25 Winter 0 2024-25 Fall 0 2023-24 Summer 0 2023-24 Spring 3 2023-24 Winter 0

ISOM2700	Operations Management
ISOM4830	Analytics for Service Operations
ISOM5715	Decision Analytics
ISOM5725	Service Analytics

ISOM2700	Operations Management
ISOM4830	Analytics for Service Operations
ISOM6790L	Service Analytics

No Teaching Assignments

Research Postgraduate (RPG) Supervision

From January 2022 to December 2025 (As of 22 April 2025)

All Supervisions Current RPGs Graduated RPGs

Current RPGs

Doctor of Philosophy

LI, Wenjuan
Operations Management

Graduated RPGs

Doctor of Philosophy

CHEN, Huijun (co-supervision)
Operations Management( Completed in 2024 )

Projects

From January 2023 to December 2025

All Projects 3

No Projects.
Social Learning with Online Reviews: The Value of Personalized Signaling

在線評論中的社會學習：個性化信號的價值 Leading

RGC - General Research Fund
Project Team (HKUST)
SHIN Dongwook (Lead)
2025 -
Optimal design of sequential experiments for personalized decision-making

面向個性化決策的序列實驗優化設計 Leading

RGC - General Research Fund
Project Team (HKUST)
SHIN Dongwook (Lead)
2021 -
Optimal Information Provision in Digital Content Markets

數位內容市場中的最優化資訊供應 Leading

RGC - General Research Fund
Project Team (HKUST)
SHIN Dongwook (Lead)
2021 - 2023

Research Interest

Publications

2024 3

2023 4

2022 2

2021 1

2018 1

2016 2

Article 3

Article 3

Conference paper 1

Article 1

Conference paper 1

Conference paper 1

Article 1

Conference paper 2

2018 1

2016 2

Teaching Assignment

Research Postgraduate (RPG) Supervision

From January 2022 to December 2025 (As of 22 April 2025)

Current RPGs

Graduated RPGs

Projects

From January 2023 to December 2025

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