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portada The Shneider Framework for Semantic Shelf Intelligence
Type
Physical Book
Publisher
Author
Year
2026
Language
English
Pages
360
Format
Paperback
Dimensions
22.9x15.2x1.8 cm
ISBN13
9789999340724

The Shneider Framework for Semantic Shelf Intelligence

Ievgeniia Shneider (Author) · Eliva Press · Paperback

The Shneider Framework for Semantic Shelf Intelligence - Ievgeniia Shneider

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Synopsis "The Shneider Framework for Semantic Shelf Intelligence"

The Shneider Framework for Semantic Shelf Intelligence is a forward-looking professional and academic book that introduces a new framework for understanding how meaning forms at the shelf and how physical retail environments can be interpreted through structured contextual intelligence.

Positioned at the intersection of retail strategy, consumer meaning, merchandising, sensory language, and analytics, the book argues that shelf-level signals are not random fragments of shopper behavior, but meaningful and governable units of commercial interpretation. It develops a full architecture for semantic shelf intelligence, including signal formation, taxonomy design, planogram-locking, attribution without identity, KPI systems, localization logic, governance, and enterprise adoption.

Rather than treating physical commerce as a space that can only be measured through lagging indicators such as sales, traffic, or conversion, the book proposes a more advanced discipline capable of interpreting contextual meaning before it fully disappears into outcome data. In this way, the manuscript offers both a conceptual contribution and a practical managerial framework.

Designed as a serious resource for professionals, researchers, strategists, and decision-makers working in retail, consumer insight, category management, and physical commerce, the book also functions as a contemporary upskilling text for advanced industry practice. It combines theoretical depth with operational relevance and presents shelf intelligence not merely as a retail tool, but as an emerging field with broader implications for the future of physical commerce.

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The book is written in English.

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The binding of this edition is Paperback.

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