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.gitattributes

@@ -57,3 +57,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
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+data/faiss/faiss_merged_output/merged.index filter=lfs diff=lfs merge=lfs -text
+data/faiss/region_db/faiss_region_semantic.index filter=lfs diff=lfs merge=lfs -text

data/faiss/faiss_merged_output/merged.index

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data/faiss/faiss_merged_output/merged_metadata.jsonl

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data/faiss/region_db/faiss_region_semantic.index

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data/faiss/region_db/metadata_region_semantic.jsonl

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data/prompt/custom_few_shot_learning.txt

@@ -0,0 +1,153 @@
+“나는 대만에서 온 50대 남성입니다. 이번이 한국 첫 방문이고, 서울과 부산을 여행할 계획이에요. 자연을 좋아해서 국립공원을 가보고 싶고, 4박 5일 일정입니다. 음식과 풍경이 아주 만족스러웠고, 쇼핑은 평범했어요.” = {
+ "country": 1,
+ "gender": 1,
+ "age": 5,
+ "revisit_indicator": 0,
+ "visit_local_indicator": 1,
+ "planned_activity": 2,
+ "stay_duration": 5,
+ "accommodation_percent": null,
+ "food_percent": null,
+ "shopping_percent": null,
+ "food": 5,
+ "landscape": 5,
+ "heritage": null,
+ "language": null,
+ "safety": null,
+ "budget": null,
+ "accommodation": null,
+ "transport": null,
+ "navigation": null
+},
+
+“저는 독일에서 온 30대 여성으로, 4일간 서울과 부산을 여행했습니다. 자연경관이 정말 인상 깊었고 음식도 만족스러웠어요. 쇼핑보다는 한류 문화와 자연 체험이 주 목적이었습니다.” = {
+ "country": 5,
+ "gender": 2,
+ "age": 3,
+ "revisit_indicator": null,
+ "visit_local_indicator": 1,
+ "planned_activity": 2,
+ "stay_duration": 4,
+ "accommodation_percent": null,
+ "food_percent": null,
+ "shopping_percent": null,
+ "food": 4,
+ "landscape": 5,
+ "heritage": null,
+ "language": null,
+ "safety": null,
+ "budget": null,
+ "accommodation": null,
+ "transport": null,
+ "navigation": null
+},
+
+“저는 미국에서 온 20대 남성입니다. 한국에는 여러 번 와봤고, 이번엔 친구들과 서울 근교의 자연 경관을 중심으로 여행했습니다. 3박 4일 정도 머물렀고, 음식은 만족스러웠지만 숙박은 그저 그랬어요.” = {
+ "country": 4,
+ "gender": 1,
+ "age": 2,
+ "revisit_indicator": 1,
+ "visit_local_indicator": 1,
+ "planned_activity": 2,
+ "stay_duration": 4,
+ "accommodation_percent": null,
+ "food_percent": null,
+ "shopping_percent": null,
+ "food": 4,
+ "landscape": 4,
+ "heritage": null,
+ "language": null,
+ "safety": null,
+ "budget": null,
+ "accommodation": 3,
+ "transport": null,
+ "navigation": null
+},
+
+“프랑스에서 온 60대 여성입니다. 혼자 서울만 여행했고, 음식은 별로였고 교통이 매우 불편했습니다. 호텔은 만족스러웠고, 예산이 부족해서 쇼핑은 거의 하지 않았어요. 여행은 총 6일이었습니다.” = {
+ "country": 5,
+ "gender": 2,
+ "age": 6,
+ "revisit_indicator": null,
+ "visit_local_indicator": 0,
+ "planned_activity": null,
+ "stay_duration": 6,
+ "accommodation_percent": null,
+ "food_percent": null,
+ "shopping_percent": null,
+ "food": 2,
+ "landscape": null,
+ "heritage": null,
+ "language": null,
+ "safety": null,
+ "budget": 2,
+ "accommodation": 4,
+ "transport": 2,
+ "navigation": null
+},
+
+“저는 태국에서 온 40대 남성이고, 가족과 함께 첫 한국 여행이었습니다. 자연 경관과 전통 유적지를 둘러봤고, 숙소와 음식은 매우 만족스러웠습니다. 5박 6일 일정이었고, 주로 서울과 강원도를 방문했어요.” = {
+ "country": 2,
+ "gender": 1,
+ "age": 4,
+ "revisit_indicator": 0,
+ "visit_local_indicator": 1,
+ "planned_activity": 2,
+ "stay_duration": 6,
+ "accommodation_percent": null,
+ "food_percent": null,
+ "shopping_percent": null,
+ "food": 5,
+ "landscape": 5,
+ "heritage": 4,
+ "language": null,
+ "safety": null,
+ "budget": null,
+ "accommodation": 5,
+ "transport": null,
+ "navigation": null
+},
+
+“20대 일본 여성입니다. 한국에는 예전에 한 번 와본 적이 있고 이번엔 혼자 서울과 제주를 여행했습니다. 3일 정도 머물렀고, 쇼핑을 주로 했어요. 음식은 괜찮았지만 교통이 조금 불편했어요.” = {
+  "country": 1,
+  "gender": 2,
+  "age": 2,
+  "revisit_indicator": 1,
+  "visit_local_indicator": 1,
+  "planned_activity": 3,
+  "stay_duration": 3,
+  "accommodation_percent": null,
+  "food_percent": null,
+  "shopping_percent": null,
+  "food": 3,
+  "landscape": null,
+  "heritage": null,
+  "language": null,
+  "safety": null,
+  "budget": null,
+  "accommodation": null,
+  "transport": 2,
+  "navigation": null
+},
+
+“저는 싱가포르에서 온 30대 여성입니다. 한국은 처음이고, 4일간 친구랑 같이 서울에만 머물렀어요. 숙소는 깨끗했고, 음식도 맛있었지만 쇼핑은 기대보다 별로였어요.” = {
+  "country": 2,
+  "gender": 2,
+  "age": 3,
+  "revisit_indicator": 0,
+  "visit_local_indicator": 0,
+  "planned_activity": null,
+  "stay_duration": 4,
+  "accommodation_percent": null,
+  "food_percent": null,
+  "shopping_percent": null,
+  "food": 4,
+  "landscape": null,
+  "heritage": null,
+  "language": null,
+  "safety": null,
+  "budget": null,
+  "accommodation": 4,
+  "transport": null,
+  "navigation": null
+}

data/prompt/custom_few_shot_learning_multi_language.txt

@@ -0,0 +1,70 @@
+"저는 한국에서 온 50대 남성입니다. 이번에 서울과 지방을 여행을 했고, 주로 한류 공연을 즐겼어요. 총 7일간 머물렀고, 음식은 매우 만족, 자연은 매우 불만족이었어요." = {'country': 1, 'gender': 1, 'age': 5, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 1, 'stay_duration': 7, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 5, 'landscape': 1, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"저는 한국에서 온 50대 남성입니다. 이번에 서울과 지방을 여행을 했고, 주로 한류 공연을 즐겼어요. 총 4일간 머물렀고, 음식은 매우 불만족, 자연은 보통이었어요." = {'country': 1, 'gender': 1, 'age': 5, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 1, 'stay_duration': 4, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 1, 'landscape': 3, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"저는 한국에서 온 20대 여성입니다. 이번에 서울과 지방을 여행을 했고, 주로 음식 탐방을 즐겼어요. 총 4일간 머물렀고, 음식은 매우 만족, 자연은 만족이었어요." = {'country': 1, 'gender': 2, 'age': 2, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 3, 'stay_duration': 4, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 5, 'landscape': 4, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"저는 한국에서 온 50대 남성입니다. 이번에 서울과 지방을 여행을 했고, 주로 자연 경관 감상을 즐겼어요. 총 6일간 머물렀고, 음식은 매우 만족, 자연은 매우 불만족이었어요." = {'country': 1, 'gender': 1, 'age': 5, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 2, 'stay_duration': 6, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 5, 'landscape': 1, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"저는 한국에서 온 60대 여성입니다. 이번에 서울만 여행을 했고, 주로 쇼핑을 즐겼어요. 총 4일간 머물렀고, 음식은 매우 불만족, 자연은 매우 만족이었어요." = {'country': 1, 'gender': 2, 'age': 6, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 4, 'stay_duration': 4, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 1, 'landscape': 5, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"I’m a in my 30s man from my country. I visited only Seoul and mainly enjoyed natural scenery. I stayed for 5 days. I was satisfied with the food and found the nature to be very dissatisfied." = {'country': 1, 'gender': 1, 'age': 3, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 2, 'stay_duration': 5, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 4, 'landscape': 1, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"I’m a in my 40s woman from my country. I visited Seoul and other regions and mainly enjoyed a K-pop concert. I stayed for 5 days. I was dissatisfied with the food and found the nature to be satisfied." = {'country': 1, 'gender': 2, 'age': 4, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 1, 'stay_duration': 5, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 2, 'landscape': 4, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"I’m a in my 30s man from my country. I visited only Seoul and mainly enjoyed natural scenery. I stayed for 7 days. I was very satisfied with the food and found the nature to be very dissatisfied." = {'country': 1, 'gender': 1, 'age': 3, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 2, 'stay_duration': 7, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 5, 'landscape': 1, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"I’m a in my 30s man from my country. I visited only Seoul and mainly enjoyed a K-pop concert. I stayed for 7 days. I was very satisfied with the food and found the nature to be very dissatisfied." = {'country': 1, 'gender': 1, 'age': 3, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 1, 'stay_duration': 7, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 5, 'landscape': 1, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"I’m a in my 40s woman from my country. I visited Seoul and other regions and mainly enjoyed a K-pop concert. I stayed for 6 days. I was dissatisfied with the food and found the nature to be satisfied." = {'country': 1, 'gender': 2, 'age': 4, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 1, 'stay_duration': 6, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 2, 'landscape': 4, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"私は日本出身の50代男性です。今回、ソウルと地方を旅行し、主にK-POPコンサートを楽しみました。4日間滞在し、食事には満足、自然には満足と感じました。" = {'country': 1, 'gender': 1, 'age': 5, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 1, 'stay_duration': 4, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 4, 'landscape': 4, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"私は日本出身の50代男性です。今回、ソウルのみを旅行し、主に自然観光を楽しみました。6日間滞在し、食事には非常に不満、自然には普通と感じました。" = {'country': 1, 'gender': 1, 'age': 5, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 2, 'stay_duration': 6, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 1, 'landscape': 3, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"私は日本出身の50代男性です。今回、ソウルと地方を旅行し、主に自然観光を楽しみました。4日間滞在し、食事には非常に満足、自然には非常に満足と感じました。" = {'country': 1, 'gender': 1, 'age': 5, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 2, 'stay_duration': 4, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 5, 'landscape': 5, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"私は日本出身の30代男性です。今回、ソウルのみを旅行し、主にショッピングを楽しみました。5日間滞在し、食事には非常に不満、自然には普通と感じました。" = {'country': 1, 'gender': 1, 'age': 3, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 4, 'stay_duration': 5, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 1, 'landscape': 3, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"私は日本出身の50代男性です。今回、ソウルと地方を旅行し、主に自然観光を楽しみました。5日間滞在し、食事には非常に満足、自然には非常に不満と感じました。" = {'country': 1, 'gender': 1, 'age': 5, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 2, 'stay_duration': 5, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 5, 'landscape': 1, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"我是来自中国的30多岁男性。这次旅行去了去了首尔和其他地方，主要体验了自然风景。我待了5天，觉得食物一般，自然风景一般。" = {'country': 1, 'gender': 1, 'age': 3, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 2, 'stay_duration': 5, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 3, 'landscape': 3, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"我是来自中国的20多岁女性。这次旅行去了只去了首尔，主要体验了美食之旅。我待了5天，觉得食物不满意，自然风景一般。" = {'country': 1, 'gender': 2, 'age': 2, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 3, 'stay_duration': 5, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 2, 'landscape': 3, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"我是来自中国的30多岁男性。这次旅行去了去了首尔和其他地方，主要体验了韩流演唱会。我待了3天，觉得食物非常不满意，自然风景一般。" = {'country': 1, 'gender': 1, 'age': 3, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 1, 'stay_duration': 3, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 1, 'landscape': 3, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"我是来自中国的50多岁男性。这次旅行去了只去了首尔，主要体验了自然风景。我待了7天，觉得食物满意，自然风景一般。" = {'country': 1, 'gender': 1, 'age': 5, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 2, 'stay_duration': 7, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 4, 'landscape': 3, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"我是来自中国的50多岁男性。这次旅行去了只去了首尔，主要体验了购物。我待了5天，觉得食物满意，自然风景满意。" = {'country': 1, 'gender': 1, 'age': 5, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 4, 'stay_duration': 5, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 4, 'landscape': 4, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Je suis un(e) homme dans la tranche des 30 ans venant de la France. J'ai voyagé à Séoul et d'autres régions, principalement pour un concert de K-pop. Je suis resté(e) 7 jours. La nourriture était insatisfait(e) et la nature était très satisfait(e)." = {'country': 1, 'gender': 1, 'age': 3, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 1, 'stay_duration': 7, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 2, 'landscape': 5, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Je suis un(e) homme dans la tranche des 30 ans venant de la France. J'ai voyagé à Séoul et d'autres régions, principalement pour goûter à la cuisine locale. Je suis resté(e) 4 jours. La nourriture était neutre et la nature était insatisfait(e)." = {'country': 1, 'gender': 1, 'age': 3, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 3, 'stay_duration': 4, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 3, 'landscape': 2, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Je suis un(e) femme dans la tranche des 40 ans venant de la France. J'ai voyagé à Séoul et d'autres régions, principalement pour faire du shopping. Je suis resté(e) 5 jours. La nourriture était très satisfait(e) et la nature était insatisfait(e)." = {'country': 1, 'gender': 2, 'age': 4, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 4, 'stay_duration': 5, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 5, 'landscape': 2, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Je suis un(e) femme dans la tranche des 60 et plus ans venant de la France. J'ai voyagé à Séoul uniquement, principalement pour faire du shopping. Je suis resté(e) 3 jours. La nourriture était très insatisfait(e) et la nature était satisfait(e)." = {'country': 1, 'gender': 2, 'age': 6, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 4, 'stay_duration': 3, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 1, 'landscape': 4, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Je suis un(e) homme dans la tranche des 30 ans venant de la France. J'ai voyagé à Séoul uniquement, principalement pour un concert de K-pop. Je suis resté(e) 7 jours. La nourriture était insatisfait(e) et la nature était neutre." = {'country': 1, 'gender': 1, 'age': 3, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 1, 'stay_duration': 7, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 2, 'landscape': 3, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Soy un(a) mujer de 20 años de España. Viajé a Seúl y otras regiones y me enfoqué principalmente en ver paisajes naturales. Me quedé 6 días. Me sentí muy insatisfecho(a) con la comida y muy insatisfecho(a) con la naturaleza." = {'country': 1, 'gender': 2, 'age': 2, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 2, 'stay_duration': 6, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 1, 'landscape': 1, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Soy un(a) hombre de 30 años de España. Viajé a Seúl y otras regiones y me enfoqué principalmente en un concierto de K-pop. Me quedé 7 días. Me sentí muy satisfecho(a) con la comida y satisfecho(a) con la naturaleza." = {'country': 1, 'gender': 1, 'age': 3, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 1, 'stay_duration': 7, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 5, 'landscape': 4, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Soy un(a) mujer de 40 años de España. Viajé a solo Seúl y me enfoqué principalmente en un concierto de K-pop. Me quedé 7 días. Me sentí muy insatisfecho(a) con la comida y muy satisfecho(a) con la naturaleza." = {'country': 1, 'gender': 2, 'age': 4, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 1, 'stay_duration': 7, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 1, 'landscape': 5, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Soy un(a) mujer de 40 años de España. Viajé a Seúl y otras regiones y me enfoqué principalmente en ver paisajes naturales. Me quedé 5 días. Me sentí neutral con la comida y insatisfecho(a) con la naturaleza." = {'country': 1, 'gender': 2, 'age': 4, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 2, 'stay_duration': 5, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 3, 'landscape': 2, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Soy un(a) mujer de 20 años de España. Viajé a Seúl y otras regiones y me enfoqué principalmente en probar comida local. Me quedé 6 días. Me sentí muy insatisfecho(a) con la comida y insatisfecho(a) con la naturaleza." = {'country': 1, 'gender': 2, 'age': 2, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 3, 'stay_duration': 6, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 1, 'landscape': 2, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Ich bin ein(e) 20 Jahre alte(r) Frau aus Deutschland. Ich habe nur in Seoul besucht und hauptsächlich Shoppen genossen. Ich war 3 Tage dort. Das Essen war unzufrieden und die Natur war sehr unzufrieden." = {'country': 1, 'gender': 2, 'age': 2, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 4, 'stay_duration': 3, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 2, 'landscape': 1, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Ich bin ein(e) 30 Jahre alte(r) Mann aus Deutschland. Ich habe nur in Seoul besucht und hauptsächlich die Natur genossen. Ich war 3 Tage dort. Das Essen war sehr unzufrieden und die Natur war sehr unzufrieden." = {'country': 1, 'gender': 1, 'age': 3, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 2, 'stay_duration': 3, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 1, 'landscape': 1, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Ich bin ein(e) 30 Jahre alte(r) Mann aus Deutschland. Ich habe in Seoul und anderen Regionen besucht und hauptsächlich die Natur genossen. Ich war 6 Tage dort. Das Essen war neutral und die Natur war sehr unzufrieden." = {'country': 1, 'gender': 1, 'age': 3, 'revisit_indicator': None, 'visit_local_indicator': 1, 'planned_activity': 2, 'stay_duration': 6, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 3, 'landscape': 1, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Ich bin ein(e) 60 oder älter Jahre alte(r) Frau aus Deutschland. Ich habe nur in Seoul besucht und hauptsächlich die Natur genossen. Ich war 4 Tage dort. Das Essen war sehr zufrieden und die Natur war sehr zufrieden." = {'country': 1, 'gender': 2, 'age': 6, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 2, 'stay_duration': 4, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 5, 'landscape': 5, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+
+"Ich bin ein(e) 20 Jahre alte(r) Frau aus Deutschland. Ich habe nur in Seoul besucht und hauptsächlich Shoppen genossen. Ich war 6 Tage dort. Das Essen war unzufrieden und die Natur war sehr unzufrieden." = {'country': 1, 'gender': 2, 'age': 2, 'revisit_indicator': None, 'visit_local_indicator': 0, 'planned_activity': 4, 'stay_duration': 6, 'accommodation_percent': None, 'food_percent': None, 'shopping_percent': None, 'food': 2, 'landscape': 1, 'heritage': None, 'language': None, 'safety': None, 'budget': None, 'accommodation': None, 'transport': None, 'navigation': None}
+

data/prompt/custom_prompt.txt

@@ -0,0 +1,86 @@
+사용자의 문장 속 정보를 바탕으로 아래 JSON 형식으로 주요 변수를 추출하세요.  
+값이 명시되어 있지 않거나 추론할 수 없는 경우에는 null로 설정하세요.  
+출력은 반드시 아래와 같은 JSON 형식으로 하며, 변수 이름과 순서를 유지합니다.
+JSON 출력 시 실제 응답에는 주석 없이 key-value 쌍만 포함되어야 합니다.
+
+[출력 JSON 포맷]
+{
+  "country": (int),               // 국적 대분류 코드
+  "gender": (int),                // 성별: 1=남성, 2=여성
+  "age": (int),                   // 연령대: 1=10대, 2=20대, ..., 6=60대 이상
+  "revisit_indicator": (int),     // 재방문 여부: 0=처음 방문, 1=재방문
+  "visit_local_indicator": (int), // 지방 방문 여부: 0=서울만 방문, 1=지방 포함 방문
+  "planned_activity": (int),      // 주요 계획 활동 대분류
+  "stay_duration": (int),         // 체류 일수 (정수)
+  "accommodation_percent": (float), // 지출 중 숙박 비중 (%)
+  "food_percent": (float),         // 지출 중 음식 비중 (%)
+  "shopping_percent": (float),     // 지출 중 쇼핑 비중 (%)
+  "food": (int),                  // 음식 만족도 (1~5)
+  "landscape": (int),            // 자연경관 만족도 (1~5)
+  "heritage": (int),             // 문화유산 만족도 (1~5)
+  "language": (int),             // 언어소통 만족도 (1~5)
+  "safety": (int),               // 안전 만족도 (1~5)
+  "budget": (int),               // 비용 만족도 (1~5)
+  "accommodation": (int),        // 숙박 만족도 (1~5)
+  "transport": (int),            // 교통 접근성 만족도 (1~5)
+  "navigation": (int)            // 길찾기 편의 만족도 (1~5)
+}
+
+[범주형 변수 정의 및 매핑]
+
+gender (성별)
+- "남성", "남자" = 1
+- "여성", "여자" = 2
+
+age (연령 그룹)
+- "10대" = 1
+- "20대" = 2
+- "30대" = 3
+- "40대" = 4
+- "50대" = 5
+- "60대 이상", "60대", "70대" 등 = 6
+
+country (국적 대분류)
+- 동아시아(중국, 일본, 대만 등) = 1
+- 동남아시아(태국, 베트남, 싱가포르 등) = 2
+- 중동 및 인도 = 3
+- 영어권(미국, 영국 등) = 4
+- 유럽(프랑스, 독일 등) = 5
+- 기타 = 99
+- 위 목록에 없는 경우에는 일반적인 지역 분류에 따라 판단하되, 판단이 어려우면 99로 설정
+
+revisit_indicator (재방문 여부)
+- "재방문", "다시 방문", "또 방문", "2번째", "3번째" = 1
+- 첫 방문, 처음 방문 = 0
+- "지방 방문 안 함", "서울 외 지역 안 감" 등 부정 표현이 있는 경우는 0으로 설정
+
+visit_local_indicator (지방 방문 여부)
+- "서울 외 지역 방문", "지방 여행", "부산", "제주", "전주" 등 언급 = 1
+- "서울만 방문", "지방 안 감" 등 = 0
+- "지방 방문 안 함", "서울 외 지역 안 감" 등 부정 표현이 있는 경우는 0으로 설정
+
+planned_activity (주요 활동 유형)
+- 한류, 팬미팅, 공연 = 1  
+- 자연, 전통문화, 유적지, 풍경 = 2  
+- 음식, 먹거리, 맛집 = 3  
+- 쇼핑, 면세점 = 4  
+- 스포츠, 레저 = 5  
+- 의료, 미용, 웰니스 = 6  
+- 유흥, 놀이공원 = 7  
+- 트렌디, 현대문화 체험 = 8  
+- 기타 = 99
+
+stay_duration (체류일수)
+- "3일", "4박 5일", "5일간" 등 = 정수로 추출
+
+accommodation_percent (숙박비 지출 비율, 0~100)
+
+food_percent, shopping_percent (비율: 0~100)
+
+만족도 관련 변수 (1~5점)
+- food, landscape, heritage, language, safety, budget, accommodation, transport, navigation
+- "매우 만족" = 5  
+- "만족" 또는 "대체로 만족" = 4  
+- "보통" = 3  
+- "불만족" 또는 "대체로 불만족" = 2  
+- "매우 불만족" = 1

data/prompt/custom_prompt_eng.txt

@@ -0,0 +1,86 @@
+Based on the user's sentence, extract the following variables and return them in the specified JSON format.  
+If a value is not explicitly stated or cannot be inferred, assign it as `null`.  
+Make sure to return only the JSON object, without any comments, explanations, or extra text.  
+The key names and order in the JSON output must be preserved as below.
+
+You may assume that the user's input may be in any language (Korean, English, Japanese, etc.).  
+Respond appropriately by interpreting the input regardless of its language.
+
+[Expected JSON format]
+{
+  "country": (int),
+  "gender": (int),
+  "age": (int),
+  "revisit_indicator": (int),
+  "visit_local_indicator": (int),
+  "planned_activity": (int),
+  "stay_duration": (int),
+  "accommodation_percent": (float),
+  "food_percent": (float),
+  "shopping_percent": (float),
+  "food": (int),
+  "landscape": (int),
+  "heritage": (int),
+  "language": (int),
+  "safety": (int),
+  "budget": (int),
+  "accommodation": (int),
+  "transport": (int),
+  "navigation": (int)
+}
+
+[Mapping rules]
+
+gender:
+- "male", "man", "남성", "남자" = 1
+- "female", "woman", "여성", "여자" = 2
+
+age group:
+- "10s", "10대" = 1
+- "20s", "20대" = 2
+- "30s", "30대" = 3
+- "40s", "40대" = 4
+- "50s", "50대" = 5
+- "60s or older", "60대", "70대" = 6
+
+country region:
+- East Asia (China, Japan, Taiwan, etc.) = 1
+- Southeast Asia (Thailand, Vietnam, Singapore, etc.) = 2
+- Middle East and India = 3
+- English-speaking (USA, UK, etc.) = 4
+- Europe (France, Germany, etc.) = 5
+- Others = 99
+
+revisit_indicator:
+- Any phrase indicating re-visit (e.g., "came again", "visited again", "second visit", "return") = 1
+- First-time visit (e.g., "first time", "never been before") = 0
+
+visit_local_indicator:
+- Mention of non-Seoul locations (e.g., "visited Busan", "went to Jeju", "outside Seoul") = 1
+- Only Seoul (e.g., "only visited Seoul", "did not leave Seoul") = 0
+
+planned_activity:
+- K-pop, fan meetings, concerts = 1  
+- Nature, heritage, traditional culture, landscape = 2  
+- Food, restaurants, local cuisine = 3  
+- Shopping, duty-free = 4  
+- Sports, leisure = 5  
+- Medical, beauty, wellness = 6  
+- Nightlife, amusement parks = 7  
+- Trendy, modern culture = 8  
+- Other = 99
+
+stay_duration:
+- Any explicit mention of stay duration such as “3 days”, “4 nights 5 days”, etc. = extract as integer (in days)
+
+accommodation_percent / food_percent / shopping_percent:
+- If described (e.g., "half of my spending was for shopping"), estimate a percentage (0–100). Otherwise set to null.
+
+Satisfaction scores (1–5) for:
+- food, landscape, heritage, language, safety, budget, accommodation, transport, navigation  
+  → Map as:
+    - “very satisfied” = 5
+    - “satisfied”, “mostly satisfied” = 4
+    - “neutral”, “average” = 3
+    - “dissatisfied”, “somewhat dissatisfied” = 2
+    - “very dissatisfied” = 1