工業工程師履歷ATS最佳化清單

美國勞工統計局預測工業工程師到2034年的就業增長率為11%——幾乎是所有職業4%平均增長率的三倍——每年有25,200個職位空缺，總勞動力為351,100人 ^[1]。2024年5月年薪中位數達到101,140美元，是全國所有工人49,500美元中位數的兩倍多 ^[2]。隨著企業追逐自動化、供應鏈最佳化和精益生產方法，需求正在加速。但這裡存在一個讓合格候選人錯失面試的差距：98%的財富500強公司在任何人閱讀一個字之前就透過ATS（申請人追蹤系統）對申請進行路由 ^[3]。將Six Sigma認證埋在段落中、列出"process improvement"但不指明方法論、或使用帶有嵌入圖形的兩欄佈局的工業工程師履歷會在招聘經理開啟檔案之前就被降低優先順序或無聲丟棄。

本清單專為工業工程師編寫——流程改進專家、製造工程師、運營工程師、質量工程師、持續改進領導者——這些從業者需要讓履歷在自動化解析中存活並對招聘人員實際搜尋的關鍵詞進行排名。O*NET將此角色歸類於SOC 17-2112.00並將其指定為"Bright Outlook"職業，表明高於平均水平的增長和強勁的勞動力需求 ^[4]。

核心要點

• 精益/Six Sigma認證是ATS的主要過濾器。 招聘人員在審閱其他資格之前搜尋"Six Sigma Black Belt"、"CSSBB"、"Lean Six Sigma"和"Green Belt"作為精確匹配關鍵詞。將這些稱號放在認證區段、"Professional Summary"和經驗要點中。
• 方法論特定詞彙勝過泛泛的"process improvement"。 ATS執行字串匹配，而非概念匹配。"Value stream mapping"、"Kaizen event"、"DMAIC"和"statistical process control"是不同的可搜尋關鍵詞——"improved processes"匹配不到其中任何一個。
• 量化結果是透過解析後依然存活的差異化因素。 成本節約（240萬美元年度減少）、效率提升（37%週期時間縮短）、產出增加（15,000件/班次）和廢品率降低（從4.2%降至1.1%）作為可搜尋文字透過ATS並在排名結果中吸引招聘人員的目光。
• 工業工程跨越子學科，各有不同的關鍵詞檔案。 製造工程師的履歷和供應鏈工程師的履歷共享的ATS關鍵詞比大多數候選人假設的要少。精確定位您的子學科詞彙。
• 格式合規防止無聲拒絕。 表格、文字框、兩欄佈局和頁首/頁尾會導致ATS解析器混淆欄位分配——將您的僱主名稱混入技能區段或完全丟棄您的Six Sigma認證。

ATS系統如何篩選工業工程師履歷

階段1：解析

ATS提取文字並將其分配到結構化欄位：姓名、聯絡資訊、工作經歷、"Education"、"Skills"、認證。使用表格展示專案指標、使用圖形展示能力水平或使用兩欄佈局的履歷會產生解析失敗，導致您的僱主名稱與技能合併或CSSBB認證被完全丟棄。

階段2：關鍵詞匹配

系統將提取的文字與職位發布進行比較。對於工業工程角色，招聘人員圍繞方法論關鍵詞（Lean、Six Sigma、Kaizen、DMAIC）、軟體關鍵詞（Minitab、AutoCAD、SAP、Arena Simulation）和資歷關鍵詞（CSSBB、PE、CPIM、CQE）配置搜尋。ATS執行字面字串匹配——"value stream mapping"不會匹配"VSM"，除非兩者都出現。

階段3：排名

ATS平台根據關鍵詞密度、資歷匹配和經驗對齊度生成相關性評分。一份列出"Lean Six Sigma Black Belt"連同"DMAIC"、"5S"、"Kaizen"、"SPC"和"root cause analysis"的履歷將得分高於一份泛泛提及"process improvement"的履歷，即使資格完全相同。

工業工程師關鍵ATS關鍵詞

以下關鍵詞來源於O*NET對SOC 17-2112.00的任務描述、IISE能力框架、ASQ認證領域，以及當前工業工程職位發布的分析 ^[4:1][5]。在履歷中按類別組織它們而非堆成一個平面列表。

精益與持續改進

Lean Manufacturing, Six Sigma, DMAIC, DMADV, Kaizen, Kaizen Event, Value Stream Mapping (VSM), 5S, Kanban, Just-In-Time (JIT), Poka-Yoke, Total Productive Maintenance (TPM), Continuous Improvement, Waste Reduction, Muda, Standard Work, Takt Time, One-Piece Flow, Toyota Production System (TPS), Theory of Constraints (TOC)

質量與統計方法

Statistical Process Control (SPC), Design of Experiments (DOE), Root Cause Analysis (RCA), Failure Mode and Effects Analysis (FMEA), Control Charts, Process Capability (Cp/Cpk), Measurement Systems Analysis (MSA), Gage R&R, Total Quality Management (TQM), ISO 9001, Quality Assurance, Quality Control, Corrective and Preventive Action (CAPA), 8D Problem Solving

運營與生產

Time Study, Work Measurement, Methods Engineering, Line Balancing, Capacity Planning, Production Planning, Material Flow Analysis, Facility Layout, Plant Layout, Ergonomics, Human Factors Engineering, Bottleneck Analysis, Throughput Optimization, OEE (Overall Equipment Effectiveness), Cycle Time Reduction, Downtime Reduction

供應鏈與物流

Inventory Management, Supply Chain Optimization, Demand Forecasting, Materials Requirements Planning (MRP), Enterprise Resource Planning (ERP), Warehouse Layout, Distribution Network Design, Logistics Optimization, Safety Stock Analysis, ABC Analysis

軟體與工具

Minitab, SAP, Oracle, AutoCAD, SolidWorks, Arena Simulation, ProModel, FlexSim, Microsoft Excel (Advanced/VBA), Power BI, Tableau, Python, SQL, MATLAB, Microsoft Project, Visio, JMP Statistical Software, SCADA, PLC Programming

認證與資歷

Certified Six Sigma Black Belt (CSSBB), Certified Six Sigma Green Belt (CSSGB), Lean Six Sigma Black Belt (LSSBB), Professional Engineer (PE), Certified in Production and Inventory Management (CPIM), Certified Quality Engineer (CQE), Certified Supply Chain Professional (CSCP), Project Management Professional (PMP), Certified Industrial Engineer (CIE)

履歷格式要求

ATS解析器按順序讀取檔案——從左到右、從上到下——並根據區段標題識別將內容分配到欄位 ^[3:1]。工業工程師履歷必須遵守這些格式規則才能正確解析。

檔案格式

除非招聘資訊明確要求PDF，否則提交.docx格式。Word檔案在所有主要ATS平台上解析更為可靠——僅Workday就為37%的財富500強招聘提供支援 ^[3:2]。如果需要PDF，請從Word匯出以保留底層文字層。

佈局結構

• 僅限單欄。 兩欄佈局會導致ATS交叉讀取左右內容，產生亂碼輸出。將認證放在側邊欄旁邊工作經歷會不可預測地合併。
• 不使用表格、文字框或圖形。 表格是工業工程師履歷中常見的錯誤，因為候選人用它們來組織流程指標或專案對比網格。ATS以不可預測的順序讀取表格單元格或完全跳過。
• 關鍵內容不放在頁首或頁尾中。 您的姓名、電話號碼和CSSBB資歷應在檔案正文中，而非頁首/頁尾——許多ATS平台在解析時會忽略頁首/頁尾內容。
• 標準區段標題。 準確使用："Professional Summary"、"Experience"或"Professional Experience"、"Education"、"Skills"、"Certifications"、"Projects"（可選）。非標準標題如"Lean Transformation Portfolio"或"Continuous Improvement Track Record"可能無法對應到ATS欄位。

字型和間距

使用標準字型（Calibri、Arial、Times New Roman）的10-12磅大小。最小0.5英寸邊距。僅對區段標題和職位名稱使用粗體；避免對關鍵關鍵詞使用斜體，因為某些OCR層可能誤讀斜體字元。

姓名和資歷標題

將您的姓名和資歷格式化在檔案正文的第一行：

JAMES NAKAMURA, PE, CSSBB
Industrial Engineer | Lean Manufacturing & Process Optimization
[email protected] | (555) 867-5309 | linkedin.com/in/jamesnakamura

這確保ATS在姓名欄位中捕獲您的PE和CSSBB稱號。在姓名後和認證區段中同時包含資歷建立冗餘，保證解析。

日期格式

全文使用一致的月-年格式："Jan 2021 – Present"或"January 2021 – Present"。不要使用沒有月份的日期範圍如"2021–2024"——計算任期的ATS平台需要月級精度。不要寫"2021 to current"或"2021–now"。當前角色使用"Present"。

工作經驗最佳化

當工業工程成就包含使用的方法論、影響範圍、量化結果和業務背景時，才具有ATS競爭力。"改進了製造效率"等泛泛描述不包含任何可搜尋的差異化因素。

要點公式

[動作動詞] + [交付物/系統] + [方法論/工具] + [規模指標] + [成果/影響]

入門級範例（0-3年）

• Conducted time studies across 8 assembly workstations using Methods-Time Measurement (MTM), identifying 340 seconds of non-value-added motion per cycle and recommending fixture redesigns that reduced cycle time by 18%
• Developed value stream map for aluminum extrusion production line, documenting 14 process steps with 62% value-added ratio and proposing 5S implementation that eliminated 2 hours of daily changeover waste
• Performed statistical process control analysis in Minitab on injection molding parameters, establishing control limits for 6 critical-to-quality dimensions and reducing scrap rate from 3.8% to 2.1%
• Created facility layout proposal for 45,000 sq ft warehouse using AutoCAD, reducing material travel distance by 28% through cellular manufacturing arrangement and dedicated shipping lanes
• Built automated production tracking dashboard in Power BI connecting SAP data feeds, providing real-time OEE visibility to 3 production supervisors and reducing reporting time from 4 hours to 15 minutes daily

中級範例（4-8年）

• Led DMAIC Six Sigma project targeting $1.8M annual scrap loss across 4 CNC machining centers, applying DOE with 3 factors at 2 levels to optimize feed rates and tool paths, achieving 41% scrap reduction and $740K annual savings
• Facilitated 12 Kaizen events across 3 production facilities over 18 months, training 85 operators in Lean principles and delivering cumulative throughput increase of 22% without additional headcount or capital investment
• Redesigned packaging line layout using Arena Simulation modeling, testing 6 configuration scenarios to identify optimal conveyor routing that increased line speed from 42 to 58 units per minute while reducing operator walking distance by 35%
• Implemented Kanban pull system for 240 SKUs in mixed-model assembly operation, replacing MRP push scheduling and reducing work-in-process inventory by $2.1M (47% reduction) while improving on-time delivery from 87% to 96%
• Managed supplier quality improvement program for 18 Tier 1 automotive suppliers using FMEA and 8D methodology, reducing incoming defect rate from 2,400 PPM to 380 PPM over 12-month corrective action cycle

資深級範例（9+年）

• Directed enterprise-wide Lean transformation program across 5 manufacturing plants (2,200 employees), establishing Lean governance structure, training 45 Green Belts and 8 Black Belts, and delivering $12.4M in verified cost savings over 3-year deployment
• Designed and implemented automated guided vehicle (AGV) system for 120,000 sq ft distribution center, integrating with SAP Warehouse Management module to eliminate 14 forklift operator positions and reduce order picking errors by 73%
• Negotiated and managed $4.6M capital expenditure program for production line automation including 6-axis robotic welding cells, developing ROI justification, managing vendor selection, and achieving 18-month payback through 31% labor cost reduction and 99.2% first-pass yield
• Led cross-functional team of 16 engineers in redesigning end-to-end order fulfillment process, applying Theory of Constraints to identify 3 bottleneck operations and implementing targeted improvements that increased daily throughput from 8,400 to 12,100 units
• Established enterprise continuous improvement metrics framework integrating OEE, first-pass yield, customer PPM, and cost-per-unit across 7 production lines, providing executive dashboard in Tableau that drove data-informed capital allocation decisions

"Skills"區段策略

"Skills"區段具有雙重目的：為ATS匹配提供關鍵詞密度，以及為人工審閱者提供快速掃描參考。為兩種受眾最佳化結構。

推薦格式

將技能分為3-4個子標題組而非列成一個單一塊。這同時改善ATS解析（清晰分類）和可讀性。

Methodologies: Lean Manufacturing, Six Sigma (DMAIC/DMADV), Kaizen, Value Stream Mapping, 5S, Kanban, TPM, SPC, DOE, FMEA, Root Cause Analysis, Time Study, Line Balancing

Software & Tools: Minitab, SAP ERP, Arena Simulation, AutoCAD, SolidWorks, Power BI, Advanced Excel/VBA, Python, SQL, Microsoft Project, Visio, JMP

Operations: Capacity Planning, Production Scheduling, Inventory Optimization, Facility Layout Design, Ergonomics/Human Factors, OEE Analysis, Material Flow Analysis, Warehouse Design

Standards & Quality: ISO 9001, IATF 16949, GMP, OSHA Compliance, AS9100, Corrective and Preventive Action (CAPA), 8D Problem Solving

精確映象職位發布

如果發布中說"Lean Six Sigma"，不要只寫"Six Sigma"——ATS執行字串匹配，而非概念匹配。如果發布中說"process optimization"，使用那個確切短語，而不僅僅是"continuous improvement"。

認證附帶頒發機構

列出認證時包含縮寫和全稱，以及頒發機構：

• Certified Six Sigma Black Belt (CSSBB) — American Society for Quality (ASQ)
• Professional Engineer (PE) — [State Board], License #12345
• Certified in Production and Inventory Management (CPIM) — Association for Supply Chain Management (ASCM/APICS)
• Certified Quality Engineer (CQE) — American Society for Quality (ASQ)
• Project Management Professional (PMP) — Project Management Institute (PMI)
• Certified Industrial Engineer (CIE) — Institute of Industrial and Systems Engineers (IISE)

這確保無論招聘人員搜尋"CSSBB"、"Six Sigma Black Belt"還是"ASQ"，ATS都能匹配。包含頒發機構增加了另一層關鍵詞覆蓋。

情境化軟技能

永遠不要單獨列出軟技能。將它們嵌入成就情境中：

• 不要寫： "Strong leadership skills"
• 應該寫： "Led cross-functional team of 12 engineers and operators through 5-day Kaizen event, facilitating consensus on cell layout redesign that reduced WIP by 34%"

工業工程師常見ATS錯誤

1. 列出"Process Improvement"但缺少方法論

寫"improved manufacturing processes"是工業工程中相當於寫"did work"。ATS無法將此泛泛短語匹配到任何方法論特定的關鍵詞搜尋。指明："Applied DMAIC methodology to reduce injection molding cycle time from 45 to 32 seconds, improving daily output by 780 units." 每個方法論名稱（DMAIC、Kaizen、VSM、DOE）都是一個不同的可搜尋關鍵詞。

2. 使用縮寫但不拼寫全稱

"Led SPC program across 4 lines"假設ATS和招聘人員都知道SPC代表Statistical Process Control。有些招聘人員搜尋全稱；有些搜尋縮寫。在首次使用時包含兩者："Implemented Statistical Process Control (SPC) program across 4 production lines." 這使您的關鍵詞匹配機率翻倍。

3. 將指標嵌入圖形或表格中

工業工程師經常建立帶有專案名稱、方法論、節約金額和時間線列的專案摘要表格。ATS無法可靠地解析表格資料——可能將您的節約金額分配到專案名稱欄位或完全跳過表格。將表格轉換為帶有內聯指標的要點。

4. 省略軟體版本或模組具體資訊

"SAP experience"是模糊的。"SAP ERP (PP, MM, QM modules)"是具體的，並匹配招聘人員搜尋SAP Production Planning (PP)、Materials Management (MM)或Quality Management (QM)經驗。同樣，單獨的"Minitab"可能錯過搜尋"Minitab Statistical Software"或"Minitab 21"的候選人。

5. 將認證埋在教育區段中

Six Sigma認證、PE執照和CPIM資歷是工業工程角色的ATS主要過濾器。將它們埋入教育區段造成解析風險——某些ATS平台僅掃描認證欄位以查詢資歷關鍵詞。建立一個專門的"Certifications"區段，每個資歷獨佔一行。

6. 列出所有工具但缺乏能力語境

一個按字母順序列出40個軟體工具的技能區段對ATS毫無價值資訊，對人工審閱者也表明您在湊數。優先列出職位發布中提到的工具，按類別分組，並僅限於您能在面試中自如討論的工具。對於工業工程師，Minitab、SAP、Arena、AutoCAD和Excel/VBA涵蓋了大多數職位發布的核心ATS關鍵詞。

7. 使用非標準職位名稱

如果您的公司稱您為"Operational Excellence Specialist"但您執行的是工業工程工作，您的履歷應寫成："Operational Excellence Specialist (Industrial Engineer)"或在"Professional Summary"中放入"Industrial Engineer"。招聘人員搜尋標準的BLS/O*NET職位名稱——"Industrial Engineer"、"Process Engineer"、"Manufacturing Engineer"、"Continuous Improvement Engineer"——而非創意性的內部職稱 ^[4:2]。

ATS友好的"Professional Summary"範例

您的"Professional Summary"應包含3-5個句子，涵蓋您最高價值的關鍵詞、資歷狀態、工作年限和專業化方向。在某些平台上，ATS對檔案中較早出現的內容賦予更高權重。

範例1：入門級工業工程師（0-3年）

Industrial Engineer with 2 years of experience in Lean Manufacturing and continuous improvement within automotive component manufacturing. Proficient in Minitab, AutoCAD, and SAP with hands-on experience conducting time studies, value stream mapping, and statistical process control analysis. Completed Six Sigma Green Belt certification through ASQ with DMAIC project delivering $180K annual scrap reduction. Bachelor of Science in Industrial Engineering with coursework in operations research, facility design, and quality engineering. FE exam passed; pursuing PE licensure.

範例2：中級工業工程師（5-8年，CSSBB）

Certified Six Sigma Black Belt (CSSBB) with 7 years of progressive industrial engineering experience in food and beverage manufacturing, specializing in Lean transformation, production optimization, and quality systems management. Led 15+ DMAIC projects with cumulative verified savings exceeding $4.2M. Expert in Arena Simulation, Minitab, and SAP PP/QM modules with demonstrated ability to redesign production lines, implement Kanban systems, and reduce changeover time through SMED methodology. Managed cross-functional teams of up to 14 engineers and operators across 3 production facilities.

範例3：資深工業工程師（12+年，PE，CSSBB）

Licensed Professional Engineer (PE) and Certified Six Sigma Black Belt with 14 years of experience directing enterprise-wide Lean transformation programs across discrete and process manufacturing operations. Track record of delivering $20M+ in cumulative cost savings through facility redesign, automation integration, and workforce optimization across 6 plants and 3,500+ employees. Expert in Theory of Constraints, TPM, and advanced DOE methodology with deep proficiency in SAP ERP, Arena Simulation, and Tableau analytics. Proven ability to train and mentor 50+ Green Belts, negotiate multimillion-dollar capital programs, and align continuous improvement strategy with executive business objectives. CPIM certified with supply chain optimization experience spanning procurement, production scheduling, and distribution network design.

工業工程師履歷動作動詞

按類別組織以保持經驗區段的多樣性。避免在連續要點中重複相同動詞。

流程改進

Optimized, Streamlined, Reduced, Eliminated, Standardized, Simplified, Redesigned, Reengineered, Automated, Transformed

分析與問題解決

Analyzed, Diagnosed, Identified, Investigated, Evaluated, Calculated, Modeled, Simulated, Quantified, Benchmarked

專案領導

Led, Directed, Managed, Coordinated, Facilitated, Spearheaded, Oversaw, Championed, Initiated, Launched

實施與執行

Implemented, Deployed, Installed, Integrated, Executed, Established, Introduced, Developed, Configured, Commissioned

培訓與協作

Trained, Mentored, Coached, Presented, Collaborated, Partnered, Aligned, Negotiated, Influenced, Educated

ATS評分清單

在提交每份申請之前使用此清單。每個未勾選項都是自動化篩選中的潛在失敗點。

格式合規

• [ ] 履歷儲存為.docx（或僅在明確要求時使用PDF）
• [ ] 單欄佈局，無表格、文字框或圖形
• [ ] 標準區段標題："Professional Summary"、"Experience"、"Education"、"Skills"、"Certifications"
• [ ] 姓名和資歷在檔案正文中，而非頁首/頁尾
• [ ] 標準字型（Calibri、Arial、Times New Roman）10-12磅
• [ ] 全文日期格式一致（Month Year）
• [ ] 無圖片、圖表、標誌或能力條圖形

關鍵詞最佳化

• [ ] 職位發布中的職位名稱出現在"Professional Summary"和/或經驗區段中
• [ ] 至少3個方法論關鍵詞匹配職位發布（Lean、Six Sigma、Kaizen、DMAIC等）
• [ ] 發布中的軟體工具以匹配的名稱和版本列出
• [ ] 所有認證同時包含縮寫和全稱
• [ ] 發布中的行業特定術語出現在經驗要點中（例如"OEE"、"PPM"、"CAPA"）
• [ ] 動作動詞在要點間有變化（同一動詞不重複超過兩次）

內容質量

• [ ] 每個經驗要點至少包含一個量化指標（金額、百分比、數量）
• [ ] 認證在專門區段中列出並附有頒發機構
• [ ] 教育包含學位名稱、院校和畢業年份
• [ ] 技能按類別分組（方法論、軟體、運營、標準）
• [ ] "Professional Summary"包含職位發布中的前5個關鍵詞
• [ ] 無獨立的軟技能列表，全部附有成就語境
• [ ] 履歷長度適當：1頁（0-5年），2頁（5+年）

最終檢查

• [ ] 拼寫檢查透過，技術術語和縮寫無誤
• [ ] 檔名包含您的姓名："James_Nakamura_Industrial_Engineer_Resume.docx"
• [ ] 任何區段中無人稱代詞（"I"、"me"、"my"）
• [ ] 聯絡資訊包含電子郵件、電話和LinkedIn URL

常見問題

PE執照對工業工程ATS篩選是否必要？

與土木或機械工程師相比，PE執照對工業工程師來說不那麼普遍要求，但它作為強大的ATS差異化因素發揮作用。O*NET報告59%的工業工程職位要求學士學位，PE執照通常在涉及設施設計簽字或法規合規的角色中被期望 ^[4:3]。工業與系統工程的FE考試透過率約為78%——所有工程學科中最高——表明課程的高度匹配 ^[6]。如果您已透過FE或持有PE，使其顯眼。如果您正在追求執照，明確說明時間線："FE exam passed; PE licensure anticipated Q3 2027."

如何為製造業與醫療保健工業工程角色客製化履歷？

製造業和醫療保健工業工程使用重疊的方法論（Lean、Six Sigma、value stream mapping），但使用完全不同的領域詞彙。製造業履歷應強調OEE、cycle time、scrap rate、PPM、changeover time和machine uptime。醫療保健履歷應強調patient throughput、wait time reduction、bed utilization、length of stay和clinical workflow optimization。ATS執行字面關鍵詞匹配——"reduced patient wait time by 34%"不會匹配搜尋"cycle time reduction"的製造業招聘人員。使用職位發布的確切術語重寫您的要點。

哪些ATS關鍵詞將有競爭力的工業工程師履歷與一般履歷區分開來？

有競爭力的履歷和一般履歷之間的差距是具體性。一般履歷使用"process improvement"、"cost reduction"和"efficiency gains"。有競爭力的履歷使用"DMAIC"、"value stream mapping"、"Gage R&R"、"FMEA"、"Cp/Cpk analysis"、"SMED changeover"和"Kanban pull system"。O*NET將生產和加工知識、統計方法和工程技術列為SOC 17-2112.00的核心知識領域 ^[4:4]。這些領域中的每一個都有10多個ATS可以匹配的具體方法論關鍵詞。用方法論名稱替換每個泛泛短語。

是否應在履歷中列出Arena Simulation或其他小眾工具？

僅在職位發布中出現或在目標行業中屬於標準的情況下列出小眾工具。Arena Simulation、ProModel、FlexSim等類似的離散事件模擬工具在涉及設施設計、產能規劃和生產線最佳化的角色中被特別搜尋。如果發布提到模擬，列出您的具體工具。如果沒有提到，您可以在技能區段中包含它以進行被動匹配——招聘人員在ATS資料庫中執行廣泛搜尋時可能透過這些小眾關鍵詞發現您的檔案，即使它們不在特定發布中。

在不堆砌關鍵詞的情況下應包含多少個關鍵詞？

一份最佳化良好的工業工程師履歷自然包含30-50個不同的技術關鍵詞，分佈在摘要、經驗、技能和認證中。檢驗標準是可讀性："Conducted FMEA on 12 subassembly components, identifying 8 high-RPN failure modes and implementing corrective actions that reduced field warranty claims by 26%"在一個可讀的句子中包含了4個關鍵詞。如果關鍵詞使句子無法閱讀，那就是在堆砌。

引用文獻：

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