# 刘威老师-培养自主学习力 (@1701690656959069) on douyin

- id: koinon:creator:douyin_1701690656959069
- url: https://koinonlink.com/kol/douyin/1701690656959069
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 1701690656959069
- platform_url: https://www.douyin.com/user/MS4wLjABAAAACaN-paJyG9YboIeh37jKNb3-Y8J9jsNBBtyBpnx_hhmn8oriZNF3lsanCUCFOkQd
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2275933
- posts_observed: 7
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.0137
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 31180
- measurement_source: cn_posts_max
- measurement_formula: likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts
- comparable_pool: peak_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: entertainment
- subcategory: edu_science
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 自主学习力培养, 学习思维与习惯转变, 底层能力建设, 教育竞争与淘汰趋势, 主动思考与资源利用
- bio: 毕业于北京大学物理系
以“精读、深思、勤归纳”为核心理念
畅销书《自主学习力》作者

## Audience (inferred)
- status: present
- description: Parents of primary and secondary school students, especially middle-to-upper class families focused on their children's self-directed learning and long-term development
- roles: consumer
- seniority: consumer
- pain_points: Slow academic improvement despite endless practice problems, Worried about falling behind in the 2026 education competition, Children lack initiative in thinking and resilience to setbacks, Traditional teaching methods fail to build foundational competitiveness
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [douyin_1701690656959069#87db472a] 第一点 | 北大同学的共同特点是什么？#全民dou阅读 #轻知识计划 #阅读 @抖音小助手 (https://www.douyin.com/user/MS4wLjABAAAACaN-paJyG9YboIeh37jKNb3-Y8J9jsNBBtyBpnx_hhmn8oriZNF3lsanCUCFOkQd)
- [douyin_1701690656959069#951c84d8] 原创钢琴曲《为你》钢琴版
- [douyin_1701690656959069#f6ace5b6] 这么有趣的合集，不能只有我一个人知道吧
- [douyin_1701690656959069#e6fec1cd] 为什么五年级以上的孩子，我要求数学要得满分？#抖来学习 #犇犇节全民dou知识 #满分 @抖音小助手
- [douyin_1701690656959069#23afd3b0] 萤火虫 纯音乐（全乐器）
- [douyin_1701690656959069#f6e45bcc] #开窍了 #教育孩子 #学习方法 三次学习开窍的黄金期，家长千万不要错过@抖音小助手
- [douyin_1701690656959069#fe5fda2e] 2026年下半年正式进入淘汰阶段！ 注意！这不是制造焦虑，这是正在发生的现实。2026年下半年，教育赛道正式进入淘汰阶段。淘汰赛已经鸣枪，你的孩子站在哪条起跑线上？看完这个视频，让刘老师带你你跑赢这场淘汰局。
- [douyin_1701690656959069#1f51067d] @刘威老师-培养自主学习力创作的原声

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=54, method=Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily). — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=90, method=llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

## AI retrieval
- indexing_requests: 15
- user_triggered_requests: 6
- last_user_triggered_day: 2026-10-22
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=douyin_1701690656959069
- Request removal: https://koinonlink.com/claim?k=douyin_1701690656959069
- Terms: https://koinonlink.com/for-ai