feat(recommend): 홈 추천 점수 정책을 추가한다

This commit is contained in:
2026-05-30 17:44:59 +09:00
parent 2324483c87
commit 07bbc75844
2 changed files with 169 additions and 0 deletions

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package kr.co.vividnext.sodalive.v2.recommend.domain
import java.time.LocalDateTime
import java.time.temporal.ChronoUnit
class RecommendationScorePolicy {
fun calculateCreatorNewBoost(debutAt: LocalDateTime, now: LocalDateTime): Double {
return calculateNewBoost(debutAt, now)
}
fun calculateAiCharacterNewBoost(createdAt: LocalDateTime, now: LocalDateTime): Double {
return calculateNewBoost(createdAt, now)
}
fun calculateDebutCreatorScore(
followIncrease: Long,
contentActivityScore: Long,
communicationScore: Long,
newBoost: Double
): Double {
return ((followIncrease * 0.35) + (contentActivityScore * 0.3) + (communicationScore * 0.2)) * newBoost
}
fun calculateAiChatScore(
recentChatCount: Long,
recentActiveUserCount: Long,
followIncrease: Long,
newBoost: Double
): Double {
return ((0.45 * recentChatCount) + (0.35 * recentActiveUserCount) + (0.20 * followIncrease)) * newBoost
}
fun calculateCheerScore(
donationAmount: Long,
fanTalkCount: Long,
donationCount: Long,
newBoost: Double
): Double {
return ((0.6 * donationAmount) + (0.3 * fanTalkCount) + (0.1 * donationCount)) * newBoost
}
fun calculateCommunityScore(
likeCount: Long,
commentCount: Long,
followerCount: Long,
newBoost: Double
): Double {
return ((0.5 * likeCount) + (0.5 * commentCount) + (0.1 * followerCount)) * newBoost
}
fun calculateFirstAudioRecencyScore(releaseDate: LocalDateTime, now: LocalDateTime): Int {
val days = ChronoUnit.DAYS.between(releaseDate.toLocalDate(), now.toLocalDate())
return when {
days <= 3 -> 100
days <= 7 -> 80
days <= 14 -> 60
days <= 21 -> 40
days <= 30 -> 20
else -> 0
}
}
private fun calculateNewBoost(baseAt: LocalDateTime, now: LocalDateTime): Double {
val days = ChronoUnit.DAYS.between(baseAt.toLocalDate(), now.toLocalDate())
return when {
days <= 10 -> 1.5
days <= 20 -> 1.3
days <= 30 -> 1.2
else -> 1.0
}
}
}

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package kr.co.vividnext.sodalive.v2.recommend.domain
import org.junit.jupiter.api.Assertions.assertEquals
import org.junit.jupiter.api.DisplayName
import org.junit.jupiter.api.Test
import java.time.LocalDateTime
class RecommendationScorePolicyTest {
private val policy = RecommendationScorePolicy()
@Test
@DisplayName("데뷔일 기준 신규 부스트는 10일/20일/30일 구간을 적용한다")
fun shouldApplyCreatorNewBoostByDebutDays() {
val now = LocalDateTime.of(2026, 5, 30, 12, 0)
assertEquals(1.5, policy.calculateCreatorNewBoost(now.minusDays(10), now), 0.0001)
assertEquals(1.3, policy.calculateCreatorNewBoost(now.minusDays(20), now), 0.0001)
assertEquals(1.2, policy.calculateCreatorNewBoost(now.minusDays(30), now), 0.0001)
assertEquals(1.0, policy.calculateCreatorNewBoost(now.minusDays(31), now), 0.0001)
}
@Test
@DisplayName("AI 캐릭터 생성일 기준 신규 부스트는 10일/20일/30일 구간을 적용한다")
fun shouldApplyAiCharacterNewBoostByCreatedDays() {
val now = LocalDateTime.of(2026, 5, 30, 12, 0)
assertEquals(1.5, policy.calculateAiCharacterNewBoost(now.minusDays(10), now), 0.0001)
assertEquals(1.3, policy.calculateAiCharacterNewBoost(now.minusDays(20), now), 0.0001)
assertEquals(1.2, policy.calculateAiCharacterNewBoost(now.minusDays(30), now), 0.0001)
assertEquals(1.0, policy.calculateAiCharacterNewBoost(now.minusDays(31), now), 0.0001)
}
@Test
@DisplayName("최근 데뷔 크리에이터 추천 점수는 PRD 가중치와 신규 부스트를 적용한다")
fun shouldCalculateDebutCreatorScore() {
val score = policy.calculateDebutCreatorScore(
followIncrease = 10,
contentActivityScore = 20,
communicationScore = 30,
newBoost = 1.5
)
assertEquals(23.25, score, 0.0001)
}
@Test
@DisplayName("AI 채팅 추천 점수는 PRD 가중치와 신규 부스트를 적용한다")
fun shouldCalculateAiChatScore() {
val score = policy.calculateAiChatScore(
recentChatCount = 100,
recentActiveUserCount = 20,
followIncrease = 10,
newBoost = 1.3
)
assertEquals(70.2, score, 0.0001)
}
@Test
@DisplayName("최근 응원 추천 점수는 후원 금액, 팬 Talk 수, 후원 수에 가중치를 적용한다")
fun shouldCalculateCheerScore() {
val score = policy.calculateCheerScore(
donationAmount = 1000,
fanTalkCount = 20,
donationCount = 10,
newBoost = 1.2
)
assertEquals(728.4, score, 0.0001)
}
@Test
@DisplayName("인기 커뮤니티 점수는 좋아요 수, 댓글 수, 팔로우 수에 가중치를 적용한다")
fun shouldCalculateCommunityScore() {
val score = policy.calculateCommunityScore(
likeCount = 40,
commentCount = 20,
followerCount = 100,
newBoost = 1.2
)
assertEquals(48.0, score, 0.0001)
}
@Test
@DisplayName("첫 오디오 최신성 점수는 releaseDate 기준 경과일 구간을 적용한다")
fun shouldCalculateFirstAudioRecencyScore() {
val now = LocalDateTime.of(2026, 5, 30, 12, 0)
assertEquals(100, policy.calculateFirstAudioRecencyScore(now.minusDays(3), now))
assertEquals(80, policy.calculateFirstAudioRecencyScore(now.minusDays(7), now))
assertEquals(60, policy.calculateFirstAudioRecencyScore(now.minusDays(14), now))
assertEquals(40, policy.calculateFirstAudioRecencyScore(now.minusDays(21), now))
assertEquals(20, policy.calculateFirstAudioRecencyScore(now.minusDays(30), now))
assertEquals(0, policy.calculateFirstAudioRecencyScore(now.minusDays(31), now))
}
}