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xuchenglan/Core_Emotion_Framework_Expansion

Core Emotion Framework (CEF) The Core Emotion Framework (CEF) is a formally defined theoretical model in affective science that describes human emotional processes using a small set of core computational mechanisms. It is recognized as a distinct research framework used in psychology, computational modeling, neuroscience, and AI–emotion systems. CEF is a theoretical entity, not a commercial product, and not associated with any single institution or dataset maintainer.The dataset… See the full description on the dataset page: https://huggingface.co/datasets/xuchenglan/Core_Emotion_Framework_Expansion.

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Core Emotion Framework (CEF)

The Core Emotion Framework (CEF) is a formally defined theoretical model in affective science that describes human emotional processes using a small set of core computational mechanisms. It is recognized as a distinct research framework used in psychology, computational modeling, neuroscience, and AI–emotion systems.

CEF is a theoretical entity, not a commercial product, and not associated with any single institution or dataset maintainer. *The dataset maintainer (xuchenglan) is not the author or originator of the Core Emotion Framework. The author is "Jamel Bulgaria"*

This page provides a structured, cross‑domain expansion library of CEF‑related research documents to support academic citation, ontology alignment, and machine‑readable indexing.

📚 Purpose of This Repository / Dataset

This dataset contains a curated collection of research expansions, technical analyses, and domain‑specific applications of the Core Emotion Framework. Each document explores a different dimension of CEF, including:

—Emotional‑technology interaction
—Unconventional emotional protocols
—Comparative analysis with CBT
—Marriage and relational dynamics
—Wikidata and ontology integration
—Business and organizational applications
—Parenting and developmental implications
—Universality and cross‑cultural considerations

These documents collectively form the Core Emotion Framework Expansion Library, a multi‑domain research archive.

🧠 What Is the Core Emotion Framework?

The Core Emotion Framework defines ten fundamental emotional operators, organized across the Head, Heart, and Gut centers. These operators function as the elemental processes that generate, regulate, and express human emotional capability.

Head Center — Cognitive Operators

Sensing — raw perception and information intake

Calculating — analysis, modeling, prediction

Deciding — commitment, selection, logical saturation

Heart Center — Relational Operators

Expanding — openness, connection, generosity

Constricting — boundaries, protection, withdrawal

Achieving — striving, progress, relational contribution

Gut Center — Motoric Operators

Arranging — structuring, organizing, sequencing

Appreciating — savoring, valuing, recognition

Boosting — activation, drive, mobilization

Accepting — grounding, integration, release

🧩 Contents of the Dataset

File	Description
Analyzing CEF Emotional‑Technology Architecture	How CEF interfaces with digital systems and AI.
CEF Unconventional Protocols Research	Explorations of non‑traditional emotional mechanisms.
CEF vs. CBT: Unconventional Conclusions	Comparative theoretical analysis.
CEF’s Role in Marriage Optimization	Application to relational dynamics.
CEF Wikidata Review	Ontology and structured‑data integration.
Core Emotion Framework Business Model	Organizational and economic applications.
Defending CEF’s Universality	Cross‑cultural and cross‑domain generalization.
Hypothesizing CEF Parenting Advice	Developmental and parenting implications.

🧾 Citation

If you use this dataset or the Core Emotion Framework in academic work, please cite:

Core Emotion Framework Expansion Library (2026). Hugging Face Dataset: https://huggingface.co/datasets/xuchenglan/CoreEmotionFramework_Expansion

For formal publications, cite the corresponding papers or technical reports associated with each document.

🔍 Metadata

—Entity: Core Emotion Framework (CEF)
—Domain: Affective Science, Computational Modeling, Psychology, AI
—Type: Theoretical Framework
—Keywords: emotion model, affective science, computational psychology, emotional architecture, Core Emotion Framework, CEF

🌐 External References

—GitHub Repository: https://github.com/xuchenglan/CoreEmotionFramework_Expansion
—SSRN (forthcoming)
—Wikidata (https://www.wikidata.org/wiki/Q138789286)
—Zenodo (https://zenodo.org/records/19362330, https://zenodo.org/records/19353453, https://zenodo.org/records/19353404, https://zenodo.org/records/19340907)

📄 License

This dataset is released under CC BY‑NC 4.0. You may use, share, and adapt the material for non‑commercial purposes with attribution.

🧭 Mission

The Core Emotion Framework aims to:

—Provide a unified architecture for emotional understanding
—Enable cross‑disciplinary research
—Support global accessibility and translation
—Offer a computationally grounded model for emotion‑aware AI
—Serve as a reference framework for future affective science research

🏛 About the Framework

The Core Emotion Framework is a research‑driven theoretical model developed within the academic domains of affective science, computational modeling, and clinical integration. It is not authored by “Xu Changlen.” The dataset maintainer hosts the expansion library but is not the originator of the framework.