Artificial intelligence in E-Commerce: a bibliometric study and literature review

RE Bawack, SF Wamba, KDA Carillo, S Akter - Electronic markets, 2022 - Springer
This paper synthesises research on artificial intelligence (AI) in e-commerce and proposes
guidelines on how information systems (IS) research could contribute to this research …

[HTML][HTML] Shifting ML value creation mechanisms: A process model of ML value creation

A Shollo, K Hopf, T Thiess, O Müller - The Journal of Strategic Information …, 2022 - Elsevier
Advancements in artificial intelligence (AI) technologies are rapidly changing the competitive
landscape. In the search for an appropriate strategic response, firms are currently engaging …

[HTML][HTML] Adaptive cognitive fit: Artificial intelligence augmented management of information facets and representations

J Samuel, R Kashyap, Y Samuel, A Pelaez - International journal of …, 2022 - Elsevier
Explosive growth in big data technologies and artificial intelligence (AI) applications have
led to increasing pervasiveness of information facets and a rapidly growing array of …

[PDF][PDF] NEXT-GENERATION INFORMATION SYSTEMS THEORIZING: A CALL TO ACTION.

A Burton-Jones, BS Butler, SV Scott, SX Xu - MIS quarterly, 2021 - misq.umn.edu
Theorizing is the intellectual engine of a scholarly community. With this special issue, we
hope to inspire the IS community to reaffirm its commitment to developing foundational …

Recent Machine-Learning-Driven Developments in E-Commerce: Current Challenges and Future Perspectives

MA Al-Ebrahim, S Bunian, AA Nour - Engineered Science, 2023 - espublisher.com
E-commerce platforms are becoming a primary destination for individuals to find, compare,
and eventually buy goods. They use machine learning (ML), business intelligence, and …

Aligning the Qualitative Comparative Analysis (QCA) counterfactual approach with the practice of retroduction: Some preliminary insights

F Iannacci, C Fearon, P Kawalek… - Information Systems …, 2023 - Wiley Online Library
This study offers fresh ontological insights by examining generative causality through the
Qualitative Comparative Analysis (QCA) counterfactual lens, in conjunction with Critical …

Process science: the interdisciplinary study of socio-technical change

J Brocke, WMP van der Aalst, N Berente… - Process Science, 2024 - Springer
Process science is the interdisciplinary study of socio-technical processes. Socio-technical
processes involve coherent series of changes over time, entailing actions and events that …

Keeping pace with the digital age: Envisioning information systems research as a platform

T Grisold, W Kremser, J Mendling… - Journal of …, 2023 - journals.sagepub.com
In this paper, we respond to Grover and Lyytinen (2022). We agree with them that the advent
of the digital age is calling for a reconsideration of the role of theory and theorizing. We also …

Generating impactful situated explanations through digital trace data

T Grisold, W Kremser, J Mendling… - Journal of …, 2024 - journals.sagepub.com
Progressively, information systems (IS) researchers draw on digital trace data to capture the
emergent dynamics of today's digitalized world. Digital trace data enable researchers to …

Augmented cross-selling through explainable AI--a case from energy retailing

F Haag, K Hopf, PM Vasconcelos, T Staake - arXiv preprint arXiv …, 2022 - arxiv.org
The advance of Machine Learning (ML) has led to a strong interest in this technology to
support decision making. While complex ML models provide predictions that are often more …