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Computational Design Science: A Critical Information Systems Research Area Contributing to Artificial Intelligence and Data Science
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1017/9781009023405openalex-snapshot
The Principles of Deep Learning Theory
inferredcites →https://doi.org/10.1038/s41586-024-08025-4openalex-snapshot
Scalable watermarking for identifying large language model outputs
inferredcites →https://doi.org/10.1093/rfs/hhaa009openalex-snapshot
Empirical Asset Pricing via Machine Learning
inferredcites →https://doi.org/10.1111/0022-1082.00146openalex-snapshot
Do Industries Explain Momentum?
inferredcites →https://doi.org/10.1111/j.1751-5823.2001.tb00477.xopenalex-snapshot
Data Science: an Action Plan for Expanding the Technical Areas of the Field of Statistics
inferredcites →https://doi.org/10.1111/jofi.13090openalex-snapshot
Predictably Unequal? The Effects of Machine Learning on Credit Markets
inferredcites →https://doi.org/10.1145/3582491openalex-snapshot
Data Science---A Systematic Treatment
inferredcites →https://doi.org/10.1287/isre.2014.0513openalex-snapshot
A Machine Learning Approach to Improving Dynamic Decision Making
inferredcites →https://doi.org/10.1287/isre.2014.0553openalex-snapshot
Predictive Analytics for Readmission of Patients with Congestive Heart Failure
inferredcites →https://doi.org/10.1287/isre.2016.0631openalex-snapshot
On the Ontological Quality and Logical Quality of Conceptual-Modeling Grammars: The Need for a Dual Perspective
inferredcites →https://doi.org/10.1287/isre.2020.0097openalex-snapshot
Explainable Deep Learning for False Information Identification: An Argumentation Theory Approach
inferredcites →https://doi.org/10.1287/isre.2022.0125openalex-snapshot
Proactive Resource Request for Disaster Response: A Deep Learning-Based Optimization Model
inferredcites →https://doi.org/10.1287/isre.2022.1174openalex-snapshot
Diversity Preference-Aware Link Recommendation for Online Social Networks
inferredcites →https://doi.org/10.1287/isre.2024.editorial.v35.n2openalex-snapshot
Pathways for Design Research on Artificial Intelligence
inferredcites →https://doi.org/10.1287/mksc.2022.1365openalex-snapshot
Using Deep Learning to Overcome Privacy and Scalability Issues in Customer Data Transfer
inferredcites →https://doi.org/10.1287/mnsc.2016.2446openalex-snapshot
Utility-Based Link Recommendation for Online Social Networks
inferredcites →https://doi.org/10.1287/mnsc.2023.4744openalex-snapshot
Human and Machine: The Impact of Machine Input on Decision Making Under Cognitive Limitations
inferredcites →https://doi.org/10.2307/249008openalex-snapshot
Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology
inferredcites →https://doi.org/10.2307/25148625openalex-snapshot
Design Science in Information Systems Research1
inferredcites →https://doi.org/10.2307/25750686openalex-snapshot
Detecting Fake Websites: The Contribution of Statistical Learning Theory1
inferredcites →https://doi.org/10.2307/30036527openalex-snapshot
The Identity Crisis Within the IS Discipline: Defining and Communicating the Discipline’s Core Properties1
inferredcites →https://doi.org/10.25300/misq/2013/37.2.01openalex-snapshot
Positioning and Presenting Design Science Research for Maximum Impact1
inferredcites →https://doi.org/10.25300/misq/2016/40.4.08openalex-snapshot
Privacy and Big Data: Scalable Approaches to Sanitize Large Transactional Databases for Sharing1
inferredcites →https://doi.org/10.25300/misq/2017/41.2.01openalex-snapshot
Creating High-Value Real-World Impact through Systematic Programs of Research1
inferredcites →https://doi.org/10.25300/misq/2018/13211openalex-snapshot
Top Persuader Prediction for Social Networks1
inferredcites →https://doi.org/10.25300/misq/2020/14110openalex-snapshot
Finding People with Emotional Distress in Online Social Media: A Design Combining Machine Learning and Rule-Based Classification
inferredcites →https://doi.org/10.25300/misq/2021/15434.1.5openalex-snapshot
Focusing on Programmatic High Impact Information Systems Research, Not Theory, to Address Grand Challenges
inferredcites →https://doi.org/10.25300/misq/2022/15392openalex-snapshot
Linking Exploits from the Dark Web to Known Vulnerabilities for Proactive Cyber Threat Intelligence: An Attention-based Deep Structured Semantic Model
inferredcites →https://doi.org/10.25300/misq/2022/16526openalex-snapshot
Combining Crowd and Machine Intelligence to Detect False News on Social Media
inferredcites →https://doi.org/10.25300/misq/2022/17141openalex-snapshot
ROLEX: A Novel Method for Interpretable Machine Learning Using Robust Local Explanations
inferredcites →https://doi.org/10.25300/misq/2022/17171openalex-snapshot
Exploiting Expert Knowledge for Assigning Firms to Industries: A Novel Deep Learning Method
inferredcites →https://doi.org/10.25300/misq/2022/17491openalex-snapshot
Depicting Risk Profile over Time: A Novel Multiperiod Loan Default Prediction Approach
inferredcites →https://doi.org/10.25300/misq/2025/18416openalex-snapshot
Mitigating Bias in Hate Speech Detection With a Small Number of Expert Annotations: A Prompt-Based Learning Approach
inferredcites →https://doi.org/10.25300/misq/48-3-ecopenalex-snapshot
Maximizing the Chances of Securing a Revision by Focusing on the Essentials
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-032-28570-6_14openalex-snapshot
A Theory-Driven LLM Agent Design for Generating Synthetic Data in Tele-Triage
inferred← citeshttps://doi.org/10.25300/misq/2026/19345openalex-snapshot
Reading Between the Lines: A Text-based Deep Learning Approach for Understanding Company Dynamics
inferred← citeshttps://doi.org/10.25300/misq/2026/19476openalex-snapshot
Generative AI as an Information Intermediary: A Novel Deep Learning Method for Financial Distress Prediction
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