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Sociotechnical Approach to Enterprise Generative Artificial Intelligence (E-GenAI)

arXiv 2409.17408 ↗First posted 25 Sep 2024cs.CY cs.AI cs.ITcited by 1

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Abstract (arXiv)

In this theoretical article, a sociotechnical approach is proposed to characterize. First, the business ecosystem, focusing on the relationships among Providers, Enterprise, and Customers through SCM, ERP, and CRM platforms to align: (1) Business Intelligence (BI), Fuzzy Logic (FL), and TRIZ (Theory of Inventive Problem Solving), through the OID model, and (2) Knowledge Management (KM) and Imperfect Knowledge Management (IKM), through the OIDK model. Second, the article explores the E-GenAI business ecosystem, which integrates GenAI-based platforms for SCM, ERP, and CRM with GenAI-based platforms for BI, FL, TRIZ, KM, and IKM, to align Large Language Models (LLMs) through the E-GenAI (OID) model. Finally, to understand the dynamics of LLMs, we utilize finite automata to model the relationships between Followers and Followees. This facilitates the construction of LLMs that can identify specific characteristics of users on a social media platform.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 1 of its 16 references that are in the map. First posted on arXiv 25 Sep 2024.

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  1. 2023A Survey of Large Language Modelscited by 2,576

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