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fix(affinity-interest-calculator): 限制总分和兴趣匹配分数上限为1.0，确保评分合理

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Windpicker-owo
2025-11-04 00:37:40 +08:00
parent b97470cf60
commit ac964b9753
2 changed files with 125 additions and 14 deletions
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14
src/plugins/built_in/affinity_flow_chatter/core/affinity_interest_calculator.py
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@@ -117,17 +117,23 @@ class AffinityInterestCalculator(BaseInterestCalculator):
relationship_score = float(relationship_score) if relationship_score is not None else 0.0
mentioned_score = float(mentioned_score) if mentioned_score is not None else 0.0
total_score = (
raw_total_score = (
interest_match_score * self.score_weights["interest_match"]
+ relationship_score * self.score_weights["relationship"]
+ mentioned_score * self.score_weights["mentioned"]
)
# 限制总分上限为1.0，确保分数在合理范围内
total_score = min(raw_total_score, 1.0)
logger.debug(
f"[Affinity兴趣计算] 综合得分计算: {interest_match_score:.3f}*{self.score_weights['interest_match']} + "
f"{relationship_score:.3f}*{self.score_weights['relationship']} + "
f"{mentioned_score:.3f}*{self.score_weights['mentioned']} = {total_score:.3f}"
f"{mentioned_score:.3f}*{self.score_weights['mentioned']} = {raw_total_score:.3f}"
)
if raw_total_score > 1.0:
logger.debug(f"[Affinity兴趣计算] 原始分数 {raw_total_score:.3f} 超过1.0，已限制为 {total_score:.3f}")
# 5. 考虑连续不回复的阈值调整
adjusted_score = total_score
@@ -202,7 +208,9 @@ class AffinityInterestCalculator(BaseInterestCalculator):
len(match_result.matched_tags) * affinity_config.match_count_bonus, affinity_config.max_match_bonus
)
final_score = match_result.overall_score * 1.15 * match_result.confidence + match_count_bonus
logger.debug(f"兴趣匹配最终得分: {final_score}")
# 限制兴趣匹配分数上限为1.0，防止总分超标
final_score = min(final_score, 1.0)
logger.debug(f"兴趣匹配最终得分: {final_score:.3f} (原始: {match_result.overall_score * 1.15 * match_result.confidence + match_count_bonus:.3f})")
return final_score
else:
logger.debug("兴趣匹配返回0.0: match_result为None")