💡서비스 한줄설명: 서로의 음식 선호도를 반영한 메뉴 추천 서비스💡
디테일 설명: 얘들아! 오늘 ‘머먹’을래?
사람들과 함께 식사할 때, 메뉴 선정에 어려움을 겪어본 적 있나요? ’머먹‘을 통해 서로의 음식 취향을 공유하고, 공유된 취향을 반영한 메뉴 추천도 받아보세요!
여러 사람들과 메뉴를 고르는 대학생들이 함께 식사를 할 때 서로의 선호를 반영하기 힘들어서 식사 메뉴 선정에 어려움을 느낀다.
- 의견전달의 어려움
- 자기의사 (자신의 음식선호) 표현의 어려움 -자기자신조차 자신의 음식 취향을 잘 모름
- 소통의 부재, ex) 연락이 안되는 상황
- 전달된 의견을 종합과 결론도출(함께 먹고싶은 메뉴)의 어려움
1.음식프로필 설정: 함께 식사를 하는 사람들에게 에게 자신의 음식선호를 (음식알러지,비선호음식,선호음식) 보여주는 기능
- 유저의 고유성향과 데일리 푸드스크럼으로 그날의 음식취향 반영
2.함께 식사를 하는 사람들을 그룹핑 하여 그룹핑하는 사람들의 선호를 모두 반영하여 식사메뉴 추천
🐣 임시우 | 🐭 이주향 | 🦉 김예정 | 🐱먹꾸와 토리 |
---|---|---|---|
PM | 기획 | 디자인 | 사랑둥이 |
이시온 | 🐹 김현중 | 🐨 김민준 | 🐶 유재혁 |
백엔드 | 프론트엔드 | 프론트엔드 | 프론트엔드 |
- 푸드 프로필
함께 식사를 하는 사람들끼리 서로의 취향을 알게하기 위한 기능 알러지, 비선호 음식,매운맛 수용도,식단등 선택 친구추가 후에 상호간 확인이 가능함
- 데일리 푸드 스크럼
함께 식사를 하는 사람들끼리 서로의 취향을 알게하기 위한 기능 그날의 음식취향을 키워드 양자택일로 선택 친구추가 후에 상호간 확인이 가능함
- 친구 추가 및 그룹핑 기능
함께 식사를 하는 사람들의 취향을 한눈에 보기쉽게 모으는 기능 서비스내 닉네임 검색으로 친구추가 친구목록에서 친구의 푸드 프로필 확인 가능
- 그룹핑된 사람들의 선호도를 반영하여 그룹의 선호가 반영된 메뉴 3개 추천
추천된 메뉴가 그룹원들의 선호가 얼마나 반영되어서 선정됐는지 표시
-
사용자 입력 받기:
- 사용자의 선호도, 식단 요구사항(예: 비건, 할랄, 다이어트), 먹기 싫어하는 음식, 어제 먹은 음식 등의 정보를 JSON 형식으로 입력받습니다.
-
후보 음식 선정:
- 사용자의 식단 유형(비건, 할랄, 다이어트 등)을 기준으로 후보 음식을 선정합니다.
- 각 사용자의 예외 음식을 제외하고, 매운 음식을 못 먹는 사용자라면 매운 음식을 제외합니다.
- 어제 먹은 음식을 포함하는 음식도 제외합니다.
-
공통된 음식 찾기:
- 모든 사용자의 조건을 만족하는 공통된 후보 음식 목록을 생성합니다.
-
그룹 선호도 계산:
- 공통된 후보 음식 각각에 대해, 모든 사용자의 선호도를 바탕으로 그룹 선호도를 계산합니다.
- 각 음식의 카테고리에 따라 사용자의 선호도 가중치를 적용하여 계산합니다.
- 음식이 여러 카테고리에 속할 수 있으며, 각 카테고리에 대해 가중치를 달리하여 선호도를 계산합니다.
-
상위 음식 추천:
- 그룹 선호도가 높은 순서대로 상위 3개의 음식을 추천합니다.
- 각 음식에 대해 음식 카테고리별로 사용자 그룹의 선호도를 추가로 계산하여 보여줍니다.
- 여러 그룹(예: 고기, 해산물, 채소 등) 내에서의 선호도를 계산하여 상세히 보여줍니다.
예를 들어, 세 명의 사용자가 다음과 같은 선호도를 가지고 있다고 가정해봅시다:
- 사용자 1: 비건, 매운 음식 못 먹음, 어제 비빔밥 먹음
- 사용자 2: 다이어트 중, 해산물 싫어함
- 사용자 3: 할랄, 유제품 싫어함
이 경우, 시스템은 다음과 같은 과정을 통해 음식을 추천합니다:
- 비건, 다이어트, 할랄 식단 유형에 맞는 후보 음식 선정: 각 식단 유형에 맞는 음식 목록에서 후보 음식을 선정합니다.
- 각 사용자별 필터링:
- 비건 사용자: 예외 음식(유제품 포함된 음식, 매운 음식 등) 제외
- 다이어트 사용자: 해산물 제외
- 할랄 사용자: 유제품 제외
- 공통된 음식 찾기: 모든 사용자의 조건을 만족하는 공통된 후보 음식 목록을 생성합니다.
- 그룹 선호도 계산: 공통된 후보 음식 각각에 대해, 사용자의 선호도를 바탕으로 그룹 선호도를 계산합니다.
- 상위 음식 추천: 그룹 선호도가 높은 상위 3개의 음식을 추천하고, 각 음식의 카테고리별 선호도를 보여줍니다.
이렇게 하여 시스템은 사용자의 다양한 조건과 선호도를 고려하여 최적의 음식을 추천합니다.
-
user: 사용자 정보를 저장합니다.
id
: 사용자 IDname
: 사용자 이름is_daily
: 데일리 선호도 조사 여부preferences_id
: 사용자의 기본 선호도를 참조today_preferences_id
: 사용자의 오늘의 선호도를 참조group_id
: 사용자가 속한 그룹을 참조
-
preferences: 사용자의 음식 선호도를 저장합니다.
id
: 선호도 IDkorean_food
,japanese_food
,chinese_food
,western_food
,southeast_asian_food
: 각 카테고리별 음식 선호도 점수spicy_type
: 매운 음식 선호도food_type_id
: 식단 유형을 참조
-
today_preferences: 사용자의 오늘의 음식 선호도를 저장합니다.
id
: 오늘의 선호도 ID- 여러 카테고리별 선호도 점수 (
today_korean_food
,today_japanese_food
,today_chinese_food
등)
-
user_group: 사용자 그룹 정보를 저장합니다.
id
: 그룹 IDcreated_at
: 그룹 생성 일자is_result
: 그룹 결과 여부
-
food_type: 식단 유형 정보를 저장합니다.
id
: 식단 유형 IDname
: 식단 유형 이름 (예: 비건, 할랄, 다이어트)
-
exceptional_food: 예외 음식 정보를 저장합니다.
id
: 예외 음식 IDname
: 예외 음식 이름 (예: 해산물, 계란)
-
user_exceptional_food: 사용자별 예외 음식을 저장합니다.
preferences_id
: 사용자 선호도를 참조exceptional_food_id
: 예외 음식을 참조
-
food_list: 음식 목록을 저장합니다.
id
: 음식 IDfood_name
: 음식 이름s3_link
: 음식 이미지 링크
-
friend_name_list: 사용자 친구 목록을 저장합니다.
user_id
: 사용자 IDfriend_name
: 친구 이름
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![](https://private-user-images.githubusercontent.com/103707692/346960703-dad2ceb2-01e2-4e18-82a1-e0e57bf30710.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjU0NDE5NTksIm5iZiI6MTcyNTQ0MTY1OSwicGF0aCI6Ii8xMDM3MDc2OTIvMzQ2OTYwNzAzLWRhZDJjZWIyLTAxZTItNGUxOC04MmExLWUwZTU3YmYzMDcxMC5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwOTA0JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDkwNFQwOTIwNTlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1kMzVkNjk3OTU4M2Q5MmYxMDM1MGI1MTM5NDMxYjNmMWIwZDVlY2QzN2Y1ODkyYTU5MWUxNzM2YjFkYTZmM2VlJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.86i04XHELgCEY9YvZw9QLubZUGAjyMaeOeC4Vr_9bTw)
친구 검색 및 간단한 음식 선호도 확인 가능 옆으로 밀어서 삭제 가능
![](https://private-user-images.githubusercontent.com/103707692/346957491-e5c0a5da-e388-4874-a8c3-ec6b4c89d125.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjU0NDE5NTksIm5iZiI6MTcyNTQ0MTY1OSwicGF0aCI6Ii8xMDM3MDc2OTIvMzQ2OTU3NDkxLWU1YzBhNWRhLWUzODgtNDg3NC1hOGMzLWVjNmI0Yzg5ZDEyNS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwOTA0JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDkwNFQwOTIwNTlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0xOGRhOGYwMTQ5MzU5M2I5ZmY4NWNjMTQyMjEyYWI5OWI3ZmEzMWU2YjcyNTk4OGIzMDIyZGUyZWZjOGIyMGQ1JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.CldQ8ToTqmpOB4jjJWGbVhWiKIZ4r3Y_aP8WLeOqVQw)
![](https://private-user-images.githubusercontent.com/103707692/346960675-85124c62-073e-45eb-9776-211610b18fe5.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjU0NDE5NTksIm5iZiI6MTcyNTQ0MTY1OSwicGF0aCI6Ii8xMDM3MDc2OTIvMzQ2OTYwNjc1LTg1MTI0YzYyLTA3M2UtNDVlYi05Nzc2LTIxMTYxMGIxOGZlNS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwOTA0JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDkwNFQwOTIwNTlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1lNDc3YWJmNzk5MTUzMzY1ZGQ0NTRiYWJkYTg3OGQzOTlkOTEyMDNiMTZmMGM4YmZmYWU3MmY1MDZiZWE5MmVkJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.GoxGEY724J50dQJQfMvEVAduU_LX9GPlTDXPPMR8Dac)
사용자의 음식 선호도 "Foorofile"확인 가능 친구 추가 가능
- MY 페이지 - 사용자의 Foorofile 확인 및 수정 할 수 있는 페이지
![](https://private-user-images.githubusercontent.com/103707692/346957469-302a9cfc-e9a7-4923-b20a-f547f9d4e612.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjU0NDE5NTksIm5iZiI6MTcyNTQ0MTY1OSwicGF0aCI6Ii8xMDM3MDc2OTIvMzQ2OTU3NDY5LTMwMmE5Y2ZjLWU5YTctNDkyMy1iMjBhLWY1NDdmOWQ0ZTYxMi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwOTA0JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDkwNFQwOTIwNTlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0xMTM0MzhkZTAyYmZmYmJlYjU5M2ZkZjYzZWFjOWMyYTYxZmRlZDE3MmQ2MzliYmY4NGRiNWFkODc3ZWMwNGRlJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.9ICdFWBVWZ9KrtVQhTnZqGUxtarED5LHffzGibY8CyE)
![](https://private-user-images.githubusercontent.com/103707692/346983423-058fed3b-73ff-4885-9b79-9f5f335613b1.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjU0NDE5NTksIm5iZiI6MTcyNTQ0MTY1OSwicGF0aCI6Ii8xMDM3MDc2OTIvMzQ2OTgzNDIzLTA1OGZlZDNiLTczZmYtNDg4NS05Yjc5LTlmNWYzMzU2MTNiMS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwOTA0JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDkwNFQwOTIwNTlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT05MzYzNzM1NTI3ZDI0NzIyNWY5NTgyOTI4ZTNjYTgyOTYzNDJkY2YwOTBhM2FhMTkxNTRkM2FmM2NkZDY3YzMzJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.faEDDXnjlU3BA0iUFmSys0zS1ZX03yHT-4-MoSUjdAM)
개인 Foorofile 수정 가능 프로필 수정 가능