06-모바일 마술단🔮

Sub-Problems

1. Weather changes can trigger various health issues such as allergies, asthma, headaches, and skin irritation. However, many people are unaware of how the weather affects their health, or they don't receive timely information, which delays appropriate responses.

2. People with different health conditions are affected by different weather elements. For example, people with pollen allergies are sensitive to pollen levels, people with sensitive skin are sensitive to UV exposure, and people with respiratory conditions are sensitive to fine dust levels.

3. Sensitivity to different weather elements also varies by age. Elderly people are more vulnerable to changes in temperature or atmospheric pressure, which can lead to symptoms such as low blood pressure, dizziness, or joint pain. In contrast, children are more vulnerable to pollen, fine dust, and UV rays, which can lead to respiratory issues or skin irritation.

4. Most weather apps don't consider people's different health needs or concerns. They just provide the same general weather information to everyone.

5. Many users feel frustrated because weather apps show a lot of information they don't really need, and it's hard to quickly find what they're looking for. So in the end, they often search things like "Seoul weather" or "Seoul fine dust" on the web instead, which feels inconvenient.

6. Most weather apps only provide simple alerts such as "Poor air quality" or "High pollen levels" without offering practical advice on what users should do. For example, clear guidance like "Today's pollen level is high. Please rinse your nose after going outside and consider taking allergy medication in advance" is usually not included.

To provide personalized weather information based on each user's health needs or concerns, helping them take timely actions to protect their health.

• Health-conscious individuals: People who care about how weather affects their health and want relevant information for prevention or self-care

• People with weather-sensitive health conditions (e.g. allergies, asthma, sensitive skin, migraines, etc.)

• Users who want personalized weather insights: People who prefer to filter out unnecessary data and only see weather elements that matter to them. (e.g. UV index, pollen, air quality, etc.)

• People of all ages (e.g. parents of young children, students, working adults, and elderly people)

Before the interviews, we conducted a separate survey with a large number of people to gather insights, which has collected 161 responses so far. 

🔗 https://docs.google.com/spreadsheets/d/115pAeKiFazHTj4nsRoBl4nrImfUl-xizCywbzVYETTI/edit?usp=sharing

We conducted in-depth interviews with 15 participants to better understand users’ perspectives.

We identified the core features of our app through thematic coding!

⭐3rd-Level Codes(Core Features)⭐ 

1. LLM-Based Conversational Weather Search: Users can ask weather-related questions in natural language via voice or text. The LLM interprets these queries and fetches relevant data from weather APIs to generate personalized responses. (➡️ Among various LLMs, we chose Google's Gemini for this project.)

2. Personalized Weather Data Visualization: Based on the user's question, only the most relevant weather information is visualized through clear graphs and intuitive visuals, making it easy to understand at a glance. 

3. Weather Response Guide: Depending on the weather conditions, the LLM generates personalized guidance in natural language—such as what to bring, how to act, and what health precautions to take.