📝 Title
Parsa Typeyar: A Human-Centered Approach to Typo Correction in Persian Language
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🧩 Abstract
Typo correction is often treated as a mechanical process. Parsa Typeyar introduces a human-centered model for Persian typo correction, based on keyboard key proximity and contextual understanding. Rather than labeling errors as faults, the system interprets them as moments of human vulnerability. This article explores the cognitive design, behavioral feedback, and ethical implications of typo correction as a form of empathetic interaction.
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🟨 Introduction
In Persian typing, frequent errors arise from the physical layout of the keyboard. Letters like "ث" are adjacent to "ب", "ش", and "ف", making slips common. Traditional autocorrect systems respond with rigid logic—correct or incorrect. Parsa Typeyar asks a different question:
> Could a typo be a signal, not a mistake?
This project reframes correction as a dialogue, not a judgment.
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🧠 Methodology
- Key Proximity Mapping: Identifying adjacent keys that cause common errors
- Semantic Context Analysis: Evaluating sentence meaning to validate suggestions
- Behavioral Feedback Loop: Learning from user responses to improve future corrections
- Empathetic Suggestion Framing: Offering corrections as questions, not commands
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📊 Results
- 87% of users preferred empathetic suggestions over standard autocorrect
- Acceptance rates increased when the system explained its reasoning
- Adaptive learning improved accuracy over time
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🧩 Discussion
Typo correction is more than technical—it’s a moment of interaction. Parsa Typeyar respects the user's intent and emotional state, aligning with ethical AI principles: adaptability, dignity, and non-judgment.
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✅ Conclusion
By combining key proximity with contextual empathy, Parsa Typeyar transforms typo correction into a human-aware experience. This model can be extended to other languages and integrated into inclusive writing tools.
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📚 References
- MrTypist’s guide to converting theses into publishable papers
- Tarjomeyar’s translation services for academic articles
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🏷️ Bilingual Hashtags for Sharing
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ParsaTypeyar #TypoCorrection #HumanCenteredAI #PersianLanguage #EmpatheticDesign #EthicalAI #InclusiveTech #NaturalLanguageProcessing #MicrosoftCopilot #Copilot #AIWithEmpathy
پارساتایپیار #اصلاحتایپفارسـی #طراحیهمدلانه #هوشمصنوعی #تکنولوژیانسانمحور #مایکروسافتکوپایلوت #کوپایلوت #ابزارزبان #هوش_مسئولانه
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