Bias Hunter Worksheet Media Bias Hunter
Lesson 1: Analyzing Contemporary Media Narratives
Name: ____________________
Date: ____________________
Instructions: Compare three headlines regarding the same global event. Analyze the word choice (措辞), perspective (视角), and potential bias (偏见).
Headline Comparison Analysis | 标题对比分析
| Source | 来源 | Headline | 标题内容 | Initial Impression | 初步印象 |
| --- | --- | --- |
| CCTV (央视网) | 某大国采取坚决措施，维护地区和平与稳定，防止外部势力干涉。 | |
| BBC 中文网 | 区域局势持续紧张：单方面行动引发国际社会广泛担忧与批评。 | |
| 联合早报 | 多方博弈加剧，学者分析区域平衡正面临前所未有的挑战。 | |
Vocabulary Deep-Dive | 词汇深度解析
Identify "loaded" words (褒贬义词) used in the headlines above.
Positive / Neutral Words:
Critical / Alarmist Words:
Narrative Strategy | 叙事策略分析
What perspective is prioritized in each source?
Official State Narrative (官方叙事)
International Criticism (国际批评视角)
Neutral Academic/Expert (学者中立视角)
Justification (辩解理由):
Analytical Reflection | 深度反思
1. 标题中如何利用“外部势力”(external forces) 或 “国际社会”(international community) 等词汇来构建正当性 (legitimacy)？
2. 事实 (Facts) 与 观点 (Opinions) 的界限在哪里？请从上述标题中找出一个“事实”和一个“修饰性观点”。
Media Literacy Lexicon | 媒体素养词汇表
Analytical Verbs
披露 (pīlù) - To disclose / reveal谴责 (qiǎnzé) - To condemn驳斥 (bóchì) - To refute / contradict宣扬 (xuānyáng) - To advocate / propagate质疑 (zhìyí) - To call into question
Bias-Related Terms
主观偏见 (zhǔguān piānjiàn) - Subjective bias带节奏 (dài jiézòu) - To lead the narrative (slang/modern)断章取义 (duànzhāng qǔyì) - To take out of context先入为主 (xiānrù wéizhǔ) - Preconceived notions倾向性 (qīngxiàng xìng) - Tendency / Slant Media Narratives Slides Advanced Communication Series
Media Narratives
& Global Issues
Analyzing Current Affairs in Mandarin Chinese
Media Literacy
Critical Analysis
The Hook: Power of Framing
Case Study: Same Event, Different Words
Source A:
“采取坚决措施，维护地区和平”
(Taking resolute measures to maintain regional peace)
Source B:
“单方面行动引发国际社会广泛担忧”
(Unilateral action sparks widespread international concern)
What emotional reaction does each headline trigger?
Key Analytical Lexicon
叙事 (xùshì)
Narrative / Storytelling structure
"官方叙事" vs "民间叙事"
舆论 (yúlùn)
Public opinion
"引导舆论" (Guiding public opinion)
客观 (kèguān)
Objective
"力求客观" (Striving for objectivity)
博弈 (bóyì)
Game theory / Wrestling / Competition
"大国博弈" (Great power competition)
How to Spot Bias
措辞 (Wording)
Look for adjectives that carry moral weight. (Condemn vs. Explain)
筛选 (Selection)
What information is missing? Who is allowed to speak?
排版 (Layout)
What is the headline? What is buried at the bottom?
Group Discussion | 讨论
"如果你是一名中立的记者，你会如何报道一个多方利益冲突的新闻事件，而不带入任何偏见？"
(If you were a neutral reporter, how would you report a news event with conflicting interests without introducing any bias?)
Groups of 3
10 Minutes
Connector Toolkit Sheet Connector Toolkit
Lesson 2: Advanced Logical Connectors Reference
Graduate Level
I. Expressing Contrast & Contradiction | 转折与对比
与其...不如... (Rather than X, it is better to Y)
Usage: Used to reject one option in favor of a better alternative.
例：与其无端猜测，不如通过数据进行严谨的分析。
反之 / 相反 (fǎnzhī / xiāngfǎn) (Conversely / On the contrary)
Usage: Connects two sentences to show a direct reversal of thought.
例：技术本身是中立的；反之，使用者的动机决定了其社会影响。
II. Multi-Perspective Analysis | 多角度分析
从...的角度来看 / 就...而言 (From the perspective of... / As far as... is concerned)
Usage: Introduces a specific frame of reference.
例：从经济全球化的角度来看，贸易保护主义是一种倒退。
固然...但是... (gùrán... dànshì...) (Admittedly... but...)
Usage: Concedes a point before making a stronger counter-point.
例：人工智能固然能提高效率，但是它也带来了隐私泄露的风险。
III. Drawing Conclusions | 推理与总结
由此可见 (yóucǐ kějiàn) (From this, it can be seen that...)
Usage: Summarizes the logic of the preceding argument.
例：由此可见，媒体的偏见往往源于其背后的资本运作。
Argument Builder Challenge
Construct an argument using at least two connectors from above regarding the following topic:
Topic: 社交媒体对青少年心理健康的影响 (The impact of social media on adolescent mental health)
Connector Logic Slides Hook: The Logic Puzzle
Can you reconstruct the logic?
A.
...由此可见，环保政策的推行刻不容缓。
B.
从短期来看，限制排放可能会影响经济增长...
C.
固然，发展经济是目前的首要任务，但是...
Correct Sequence: C → B → A
Concession Contrast Conclusion
Building Compound Logic
Level 1: Addition
不仅...而且...
Not only... but also...
Level 2: Concession
尽管...依然...
Despite... still...
Level 3: Hypothesis
与其...不如...
Rather than... it is better to...
Level 4: Result
以至于 (yǐzhìyú)
To the extent that / So that...
Connect the Concepts | 逻辑连接练习
Construct a 3-sentence argument using 固然, 与其, and 由此可见.
Artificial Intelligence
Environmental Law
Urban Migration
Draft your logical chain on your worksheet.
Academic Register: Formalize It
Don't Say (Informal):
我觉得...(I think)
因为这个原因...(Because of this)
看那个人说的...(Look at what they say)
Do Use (Formal):
笔者认为 / 本人主张...
鉴于上述理由...(Given the reasons above)
正如某学者所述...(As stated by scholar X)
AI Ethics Debate Case Debate Case File: AI & Ethics
Lesson 3: Formal Debate and Complex Argumentation
Team: ________________ Side: Affirmative / Opposing
The Motion | 辩题
“人工智能在艺术创作中的应用不仅会损害人类的创造力，反之，将导致文化的同质化。”
"The application of AI in art creation will not only damage human creativity, but conversely, lead to cultural homogenization."
Debate Terminology
立论 (lìlùn) To state a position
驳论 (bólùn) To rebut / refute
论据 (lùnjù) Evidence / Argument grounds
针对...进行反驳 To refute regarding...
Refutation Starters
“对方辩友所说的观点固然有其道理，但是...”
“我们必须指出，对方在逻辑上存在明显的漏洞...”
“针对对方提到的证据，我方认为其缺乏代表性...”
“从长远发展的角度来看，对方的观点过于片面...”
Core Arguments (立论要点):
1. ____________________________________________________________________
2. ____________________________________________________________________
3. ____________________________________________________________________
Evidence & Sources (数据与例证):
Potential Rebuttals (预想反驳):
Debate Peer Assessment | 辩论互评表
| Criteria | 评价标准 | Score (1-5) | Notes | 评语 |
| --- | --- | --- |
| 逻辑严密性 (Logical Rigor)
Mastery Tip:
In graduate-level debate, the winner isn't just the one with the best facts, but the one who can synthesize opposing views into their own narrative framework. Try to use "尽管...依然" to acknowledge their point before dismantling it.
Debate Masterclass Slides Debate Masterclass
Structuring High-Stakes Arguments in Mandarin
Position
立论 (Lìlùn)
Rebuttal
驳论 (Bólùn)
Conclusion
总结 (Zǒngjié)
Hook: Rapid Fire Round
60 SECONDS
Defend the Indefensible
Topic A:
“我们应该停止所有的太空探索，把钱都花在修路上。”
Topic B:
“书本已经过时了，所有的图书馆都应该改成咖啡馆。”
Goal: Use "固然...但是" to acknowledge a point before pivoting!
The 4-Step Rebuttal Formula
01
Listen & Map
“对方辩友的核心观点是...”
02
Acknowledge
“这固然有一定的道理，但是...”
03
Expose Flaw
“这种看法忽略了...的关键性。”
04
Substitute
“反之，更合理的解释应该是...”
Context: AI vs. Human Art
"When an algorithm creates a masterpiece, who is the artist?"
Key Question:
AI 是否会剥夺人类艺术的“灵魂”？
(Does AI deprive human art of its 'soul'?)
Hypothesis Lab Worksheet Hypothesis Lab
Lesson 4: Expressing Doubt, Speculation, and Conditional Futures
Student ID: ___________
Section: Graduate Seminar
Speculative Structures | 推测性语法
Conditional / Hypothetical (假如 / 万一)
假如...的话 (jiǎrú...de huà) - If / In case...万一 (wànyī) - If by some chance... (usually for negatives)若 (ruò) - Formal "if" (Classical/Academic)
Uncertainty / Speculation (未必 / 恐怕)
未必 (wèibì) - Not necessarily...恐怕 (kǒngpà) - I'm afraid that... / Likely...推测 (tuīcè) - To speculate / infer
Case Study: The Future of Global Urbanization
Prompt: What if 80% of the world's population moves into megacities by 2050? Speculate on the social and environmental consequences.
1. Social Infrastructure (社会基础设施)
Use “假如...后果将不堪设想” (If..., the consequences would be unimaginable).
2. Environmental Sustainability (环境可持续性)
Use “未必...反而...” (Not necessarily..., on the contrary...).
3. Hypothetical Solution (假设性方案)
Use “与其...不如...” or “万一...我们必须...”
Academic 'Bǎ' (把) Challenges
In academic writing, 'Bǎ' is used to describe theoretical manipulations. Rewrite the following sentences into the 'Bǎ' structure for a more formal, active tone.
Normal: 我们应该把研究重点放在资源分配上。
Academic: ____________________________________________________________________
Normal: 把这些复杂的数据转化成简单的图表是不容易的。
Academic: ____________________________________________________________________
Future Worlds Slides Speculative Inquiry
Future Worlds
"Mastering the language of uncertainty, hypothesis, and academic theorizing."
Speculation
Possibility
The Power of 'What If?' | 假如...会怎样？
Global Urbanization 2050
“假如全球80%的人口都集中在城市...”
(If 80% of the global population lived in cities...)
01
资源分配会面临哪些挑战？
02
心理健康会受到什么影响？
03
传统文化是否会消失？
The Spectrum of Doubt
未必 (Wèibì)
"Not necessarily"
“科技的进步未必能直接提升人们的幸福感。”
恐怕 (Kǒngpà)
"I'm afraid / Likely"
“这个项目的长期影响恐怕难以估量。”
推测 (Tuīcè)
"Speculate / Infer"
“根据目前的数据，我们可以大胆地推测...”
Grammar Upgrade: Academic 'Ba' (把)
Key Concept:
In academic Chinese, the 'Ba' structure moves the object to emphasize the disposal or transformation of a variable.
Casual / Standard:
“我们应该把这个模型应用在...”
Academic / Professional:
“若能将该模型广泛应用于...”
Note: Use 将 (jiāng) instead of 把 for formal writing.
Presentation Blueprint Planner Presentation Blueprint
Lesson 5: Synthesizing Perspectives for Final Mastery
Final Project
Objective | 目标
Research a contemporary global issue (e.g., Genetic Engineering, Space Commercialization, Remote Work Culture). Synthesize at least three conflicting viewpoints before articulating your own reasoned conclusion.
Success Criteria
Use 5+ advanced connectors.
Formal academic register (将/鉴于).
Clear logical flow (由此可见).
3-5 minute spoken delivery.
Synthesis Framework | 综合框架
Topic & Thesis (核心论题):
Perspective A (支持者):
Perspective B (反对者):
Perspective C (第三方/中立):
Rhetorical Strategy (修辞与转折):
Which connectors will you use to bridge these views? (e.g., 固然...但也 / 鉴于上述不同观点...)
Final Conclusion (最终结论):
Academic Rhetoric Checklist | 学术修辞清单
Opening | 开场白
“今天，我将针对...这一课题展开探讨。”
“鉴于当前...的形势，我们有必要审视...”
Acknowledging Others | 提及他人观点
“正如某些学者所主张的那样...”
“虽然这种看法固然有一定的实证支持...”
Synthesizing | 综合论证
“与其说这是一种对立，不如说是一种互补。”
“通过对上述各方的综合分析，我们可以发现...”
Closing | 结语
“由此可见，未来的发展关键在于...”
“综上所述，本人认为...”
Self-Assessment Question:
"Have I acknowledged the complexity of the issue, or have I simplified it into a binary?"
Synthesis Mastery Slides Synthesis Mastery
Articulating Nuance in Global Discourse
The Final Step: Beyond Pro/Con
The Hook: Analyzing Professional Synthesis
Watch & Critique: TEDx Shanghai
Note: Focus on how the speaker transitions between opposing data points.
Acknowledge Bias
How does the speaker name the biases of their sources?
Pivot Strategy
Look for phrases like "然而，从另一个维度来看..."
Balanced Closing
Does the final conclusion feel earned or forced?
Synthesis vs. Summary
What is Summary?
"Source A says X. Source B says Y. Source C says Z."
Linear & Repetitive
What is Synthesis?
"While Source A and B disagree on X, both fail to account for the variable Z mentioned by Source C..."
Relational & Insightful
The Mastery Arc (3-5 Minutes)
01. Hook
引子 (Yǐnzi)
Establish the urgency of the problem.
02. Tension
多维冲突
Introduce opposing viewpoints using 固然 / 反之.
03. Synthesis
深度解析
Connect the dots. What is the missing link?
04. Call to Action
呼吁/结论
由此可见... Use your rhetorical strength.
