School of Business

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  • 2024

    Afective Design: The Influence of Facebook Reactions on the Emotional Expression of the 114th US Congress

    Erickson, J. & Yan, B., 11 May 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. 387. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • AlphaVC: A Reinforcement Learning-based Venture Capital Investment Strategy

    Zhong, H., Yuan, Z., Zhang, D., Jiang, Y., Zhang, S. & Xiong, H., 2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Bui, T. X. (ed.). p. 4333-4342 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Assessing Group Fairness with Social Welfare Optimization

    Chen, V., Hooker, J. N. & Leben, D., 2024, Integration of Constraint Programming, Artificial Intelligence, and Operations Research - 21st International Conference, CPAIOR 2024, Proceedings. Dilkina, B. (ed.). p. 208-225 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14742 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • AUGMENTING ENGINEERING DESIGN WITH AI: INTRODUCING THE AI DESIGN ASSISTANT (AIDA)

    Mathews, N., Renji, Chakravarthy, S., Yan, B., Liao, T. & Veera, M., 2024, 36th International Conference on Design Theory and Methodology (DTM). v006t06a016. (Proceedings of the ASME Design Engineering Technical Conference; vol. 6).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Control in Stochastic Environment with Delays: A Model-based Reinforcement Learning Approach

    Yao, Z., Florescu, I. & Lee, C., 30 May 2024, Proceedings of the 34th International Conference on Automated Planning and Scheduling, ICAPS 2024. Bernardini, S. & Muise, C. (eds.). p. 663-670 8 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS; vol. 34).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • ECC Analyzer: Extracting Trading Signal from Earnings Conference Calls using Large Language Model for Stock Volatility Prediction

    Cao, Y., Chen, Z., Pei, Q., Lee, N., Subbalakshmi, K. P. & Ndiaye, P. M., 14 Nov 2024, ICAIF 2024 - 5th ACM International Conference on AI in Finance. p. 257-265 9 p. (ICAIF 2024 - 5th ACM International Conference on AI in Finance).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • Exploring Public Opinion on Responsible AI Through The Lens of Cultural Consensus Theory

    Gürkan, N. & Suchow, J. W., 2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Bui, T. X. (ed.). p. 713-722 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Financial Risk Disclosure Return Premium: A Topic Modeling Approach

    Zhang, B. & Yang, S., 2024, 2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024. (2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Financial Semantic Textual Similarity: A New Dataset and Model

    Yang, S., Yang, S. & Mai, F., 2024, 2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024. (2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Introduction to the Cognitive and Neuroscience Research in IS Minitrack

    Shen, J., Fjermestad, J. & Suchow, J., 2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Bui, T. X. (ed.). p. 913 1 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Large Language Model in Financial Regulatory Interpretation

    Cao, Z. & Feinstein, Z., 2024, 2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024. (2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    2 Scopus citations
  • Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction

    Zhou, Y., Wang, P., Dong, H., Zhang, D., Yang, D., Fu, Y. & Wang, P., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). p. 2607-2615 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Modeling investor sentiment jumps using deep reinforcement learning with a Hawkes cross-excitation modeling approach

    Yu, Y. & Yang, S. Y., 2024, 2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024. (2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Navigating the Start-Up Financing Funding Gap: Comparing Business Angels and Crowdfunding

    Bonini, S., Capizzi, V. & Tenca, F., 2024, Leading and Managing in the Digital Era - Shaping the Future of Work and Business Education. Prastacos, G. & Pouloudi, N. (eds.). p. 77-88 12 p. (Lecture Notes in Information Systems and Organisation; vol. 69 LNISO).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Pedagogical Lessons from the Pandemic

    Saad-Lessler, J. & Ryan, K., 2024, Leading and Managing in the Digital Era - Shaping the Future of Work and Business Education. Prastacos, G. & Pouloudi, N. (eds.). p. 433-446 14 p. (Lecture Notes in Information Systems and Organisation; vol. 69 LNISO).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • ReelFramer: Human-AI Co-Creation for News-to-Video Translation

    Wang, S., Menon, S., Long, T., Henderson, K., Li, D., Crowston, K., Hansen, M., Nickerson, J. V. & Chilton, L. B., 11 May 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. 169. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    3 Scopus citations
  • Reinforcement Learning in Agent-Based Market Simulation: Unveiling Realistic Stylized Facts and Behavior

    Yao, Z., Li, Z., Thomas, M. & Florescu, I., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • The Effect of AI Engagement on Generative AI Adoption

    de Vreede, T., Singh, V. K., de Vreede, G. J. & Spector, P., 2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Bui, T. X. (ed.). p. 168-176 9 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • What Management Skills Are Needed in the Digital Era? A Business Executive Perspective

    Iordanoglou, D., Lianidou, T., Dominick, P., Begley, T., Marchese, M. & Prastacos, G., 2024, Leading and Managing in the Digital Era - Shaping the Future of Work and Business Education. Prastacos, G. & Pouloudi, N. (eds.). p. 347-361 15 p. (Lecture Notes in Information Systems and Organisation; vol. 69 LNISO).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • XBRL Agent: Leveraging Large Language Models for Financial Report Analysis

    Han, S., Kang, H., Jin, B., Liu, X. Y. & Yang, S. Y., 14 Nov 2024, ICAIF 2024 - 5th ACM International Conference on AI in Finance. p. 856-864 9 p. (ICAIF 2024 - 5th ACM International Conference on AI in Finance).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    2 Scopus citations
  • 2023

    A Generic Parametric Framework for Peer-to-Peer Electricity Market Design

    Saghiri, A. M. & Moazeni, S., 2023, Proceedings - 2023 IEEE International Conference on Environment and Electrical Engineering and 2023 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2023. Leonowicz, Z. (ed.). (Proceedings - 2023 IEEE International Conference on Environment and Electrical Engineering and 2023 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • AngleKindling: Supporting Journalistic Angle Ideation with Large Language Models

    Petridis, S., Diakopoulos, N., Crowston, K., Hansen, M., Henderson, K., Jastrzebski, S., Nickerson, J. V. & Chilton, L. B., 19 Apr 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. 225. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    51 Scopus citations
  • Artificial Intelligence and Machine Learning

    Kataria, D., Walid, A., Daneshmand, M., Dutta, A., Enright, M. A., Gu, R., Lackpour, A., Ramachandran, P., Wang, H., Chen, C. M., Chng, B., Darema, F., Das, P., Lala, T. K., Ranpara, R., Kloza, B., Borst, M. & Polk, C., 2023, Proceedings - 2023 IEEE Future Networks World Forum: Future Networks: Imagining the Network of the Future, FNWF 2023. (Proceedings - 2023 IEEE Future Networks World Forum: Future Networks: Imagining the Network of the Future, FNWF 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Chatbot Catalysts: Improving Team Decision-Making Through Cognitive Diversity and Information Elaboration

    Gürkan, N. & Yan, B., 2023, International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies". (International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies").

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Early Chatbot Assistance Can Enhance Team Decision-Making by Promoting Cognitive Diversity and Information Elaboration

    Gürkan, N. & Yan, B., 2023, 29th Annual Americas Conference on Information Systems, AMCIS 2023. (29th Annual Americas Conference on Information Systems, AMCIS 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Equipping Federated Graph Neural Networks with Structure-aware Group Fairness

    Cui, N., Wang, X., Wang, W. H., Chen, V. & Ning, Y., 2023, Proceedings - 23rd IEEE International Conference on Data Mining, ICDM 2023. Chen, G., Khan, L., Gao, X., Qiu, M., Pedrycz, W. & Wu, X. (eds.). p. 980-985 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Graph Learning of Multifaceted Motivations for Online Engagement Prediction in Counter-party Social Networks

    Hu, M., Lin, Q., Zhang, D., Lu, A., Liu, J. & Xiong, H., 2023, International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies". (International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies").

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning

    Wang, D., Wu, L., Zhang, D., Zhou, J., Sun, L. & Fu, Y., 27 Jun 2023, AAAI-23 Technical Tracks 4. Williams, B., Chen, Y. & Neville, J. (eds.). p. 4660-4667 8 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    9 Scopus citations
  • It depends on the timing: The ripple effect of AI on team decision-making

    Yan, B. & Gürkan, N., 2023, Proceedings of the 56th Annual Hawaii International Conference on System Sciences, HICSS 2023. Bui, T. X. (ed.). p. 312-321 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2023-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Kill Two Birds with One Stone: Using Multihoming Boundary Resources in Mobile App Development

    Zhao, Z. & Aaltonen, A., 2023, 29th Annual Americas Conference on Information Systems, AMCIS 2023. (29th Annual Americas Conference on Information Systems, AMCIS 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • LET'S CHAT IF YOU ARE UNHAPPY - THE EFFECT OF EMOTIONS ON INTERACTION EXPERIENCE AND TRUST TOWARD EMPATHETIC CHATBOTS

    Liao, T. & Yan, B., 2023, 49th Design Automation Conference (DAC). v03bt03a057. (Proceedings of the ASME Design Engineering Technical Conference; vol. 3B).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Local Justice and Machine Learning: Modeling and Inferring Dynamic Ethical Preferences toward Allocations

    Chen, V., Williams, J., Leben, D. & Heidari, H., 27 Jun 2023, AAAI-23 Technical Tracks 5. Williams, B., Chen, Y. & Neville, J. (eds.). p. 5956-5964 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • Mastering Efficiency: Leveraging Multihoming Boundary Resources for Mobile App Development

    Zhao, Z. & Aaltonen, A., 2023, International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies". (International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies").

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Modeling Inverse Demand Function with Explainable Dual Neural Networks

    Cao, Z., Chen, Z., Mishra, P., Amini, H. & Feinstein, Z., 27 Nov 2023, ICAIF 2023 - 4th ACM International Conference on AI in Finance. p. 108-115 8 p. (ICAIF 2023 - 4th ACM International Conference on AI in Finance).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Predicting Employee Occupation Mobility: A Theory-Drive Deep Learning Approach

    Li, L., Sun, J., Liu, R. & Lappas, T., 2023, 29th Annual Americas Conference on Information Systems, AMCIS 2023. (29th Annual Americas Conference on Information Systems, AMCIS 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Stand for Something or Fall for Everything: Predict Misinformation Spread with Stance-Aware Graph Neural Networks

    Chen, Z., Sun, J., Liu, R. & Mai, F., 2023, International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies". (International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies").

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • The Design and Operation of Digital Platform under Sociotechnical Folk Theories

    Suchow, J. W., Burton, L. & Ashrafimoghari, V., 2023, 29th Annual Americas Conference on Information Systems, AMCIS 2023. (29th Annual Americas Conference on Information Systems, AMCIS 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Unveiling Equity: Exploring Feature Dependency using Complex-Valued Neural Networks and Attention Mechanism for Fair Data Analysis

    Tang, X., Zhang, M., Khan, A. R., Yang, S. Y. & Xu, J., 2023, 2023 IEEE 12th International Conference on Cloud Networking, CloudNet 2023. p. 256-264 9 p. (2023 IEEE 12th International Conference on Cloud Networking, CloudNet 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2022

    Are Bug Bounty Programs Equally Beneficial to All Companies? An Empirical Analysis of Cybersecurity and Crowdsourcing

    Wu, S., Aaltonen, A. & Thatcher, J. B., 2022, International Conference on Information Systems, ICIS 2022: "Digitization for the Next Generation". (International Conference on Information Systems, ICIS 2022: "Digitization for the Next Generation").

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • ARE YOU FEELING HAPPY? THE EFFECT OF EMOTIONS ON PEOPLE’S INTERACTION EXPERIENCE TOWARD EMPATHETIC CHATBOTS

    Liao, T. & Yan, B., 2022, 48th Design Automation Conference (DAC). V03BT03A022. (Proceedings of the ASME Design Engineering Technical Conference; vol. 3-B).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Artificial Intelligence And Machine Learning

    Kataria, D., Walid, A., Daneshmand, M., Dutta, A., Enright, M. A., Gu, R., Lackpour, A., Ramachandran, P., Wang, H., Chen, C. M., Chng, B. & Darema, F., 2022, Proceedings - 2022 IEEE Future Networks World Forum, FNWF 2022. (Proceedings - 2022 IEEE Future Networks World Forum, FNWF 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Automated Driving Systems as a New Frontier for Information Systems Research

    Lyytinen, K., Nickerson, J., Svahn, F. & Straub, E., 2022, International Conference on Information Systems, ICIS 2022: "Digitization for the Next Generation". (International Conference on Information Systems, ICIS 2022: "Digitization for the Next Generation").

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Can Platform Competition Drive Ratings Inflation? The Impact of Vertical Spillover Effects

    Vorotyntseva, Y., Aaltonen, A., Kumar, S. & Pavlou, P. A., 2022, International Conference on Information Systems, ICIS 2022: "Digitization for the Next Generation". (International Conference on Information Systems, ICIS 2022: "Digitization for the Next Generation").

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Designing a Messaging Strategy to Improve Information Security Policy Compliance

    Giovannetti, F., Hevner, A. & de Vreede, G. J., 2022, 28th Americas Conference on Information Systems, AMCIS 2022. (28th Americas Conference on Information Systems, AMCIS 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Designing the Metaverse

    Seidel, S., Yepes, G., Berente, N. & Nickerson, J. V., 2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences, HICSS 2022. Bui, T. X. (ed.). p. 6699-6708 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2022-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    24 Scopus citations
  • Examining the Antecedents of Creative Collaboration with an AI Teammate

    Siemon, D., de Vreede, T., de Vreede, G. J., Elshan, E., Oeste-Reiß, S. & Ebel, P., 2022, International Conference on Information Systems, ICIS 2022: "Digitization for the Next Generation". (International Conference on Information Systems, ICIS 2022: "Digitization for the Next Generation").

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • Forecasting Emerging Pandemics with Transfer Learning and Location-aware News Analysis

    Chen, J., Creamer, G. G. & Ning, Y., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). p. 874-883 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Gaming and the Metaverse: Trailblazing the Future of Information Systems and Platforms

    Nickerson, J. V., Seidel, S., Te'eni, D. & Zalmanson, L., 2022, International Conference on Information Systems, ICIS 2022: "Digitization for the Next Generation". (International Conference on Information Systems, ICIS 2022: "Digitization for the Next Generation").

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Impact of False Information from Spoofing Strategies: An ABM Model of Market Dynamics

    Li, H. H. & Yang, S. Y., 2022, 2022 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2022 - Proceedings. (2022 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2022 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Learning to Walk with Dual Agents for Knowledge Graph Reasoning

    Zhang, D., Yuan, Z., Liu, H., Lin, X. & Xiong, H., 30 Jun 2022, AAAI-22 Technical Tracks 5. p. 5932-5941 10 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    41 Scopus citations