An interactive text-mining system combines a three-step LLM prompting pipeline with a consistency-based uncertainty chart for progressive DPSIR taxonomy refinement.
Strategic management analysis: from data to strategy diagram by LLM
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abstract
Strategy management analyses are created by business consultants with common analysis frameworks (i.e. comparative analyses) and associated diagrams. We show these can be largely constructed using LLMs, starting with the extraction of insights from data, organization of those insights according to a strategy management framework, and then depiction in the typical strategy management diagram for that framework (static textual visualizations). We discuss caveats and future directions to generalize for broader uses.
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cs.HC 1years
2025 1verdicts
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Visual Text Mining with Progressive Taxonomy Construction for Environmental Studies
An interactive text-mining system combines a three-step LLM prompting pipeline with a consistency-based uncertainty chart for progressive DPSIR taxonomy refinement.