Zhaoqi Cheng

Worcester Polytechnic Institute (WPI)

100 Institute Road

Worcester, MA 01609

United States

  • Worcester Polytechnic Institute (WPI)

SCHOLARLY PAPERS

3

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TOTAL CITATIONS

4

Scholarly Papers (3)

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1.

Guided Diverse Concept Miner (GDCM): Uncovering Relevant Constructs for Managerial Insights From Text

Information Systems Research
Number of pages: 57 Posted: 21 Dec 2018 Last Revised: 03 Apr 2024
Dokyun Lee, Zhaoqi Cheng, Chengfeng Mao and Emaad Manzoor
Boston University - Questrom School of Business, Worcester Polytechnic Institute (WPI), Massachusetts Institute of Technology (MIT) and Cornell University, Ithaca, New York
Downloads 5,125 (3,859)
Citation 3

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Text, Managerial Insight Extraction, Guided Exploration, Concept Extraction, Deep Learning, Interpretable Machine Learning

2.

InnoVAE: Generative AI for Mapping Patents and Firm Innovation

Number of pages: 36 Posted: 13 Apr 2022 Last Revised: 11 Oct 2023
Zhaoqi Cheng, Dokyun Lee and Prasanna Tambe
Worcester Polytechnic Institute (WPI), Boston University - Questrom School of Business and Wharton School, U. Pennsylvania
Downloads 2,515 (12,275)
Citation 1

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generative AI, patents, machine learning, interpretability, economics of innovation, managerial decision support, ChatGPT, large language models

3.

Out of Unstructured Data, Atlas! Mapping Strategic Landscapes with Generative AI

Number of pages: 49 Posted: 07 May 2025
Zhaoqi Cheng, Dokyun Lee, Prasanna Tambe and Kunhan Wu
Worcester Polytechnic Institute (WPI), Boston University - Questrom School of Business, Wharton School, U. Pennsylvania and Boston University
Downloads 135 (462,305)

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generative AI, managerial decision support, large language models, patents, interpretability, economics of innovation