docs: 統一選項詞彙庫規格書的詞性定義
- 更新詞性註解為完整的9種詞性:noun, verb, adjective, adverb, pronoun, preposition, conjunction, interjection, idiom - 新增詞性驗證規則的正規表達式 - 豐富初始資料範例,包含所有詞性類型的詞彙示例 - 確保整份規格書的詞性定義與後端系統保持一致 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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選項詞彙庫功能規格書.md
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選項詞彙庫功能規格書.md
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@ -104,10 +104,12 @@ public class OptionsVocabulary
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public string CEFRLevel { get; set; } = string.Empty;
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public string CEFRLevel { get; set; } = string.Empty;
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/// <summary>
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/// <summary>
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/// 詞性 (noun, verb, adjective, adverb, etc.)
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/// 詞性 (noun, verb, adjective, adverb, pronoun, preposition, conjunction, interjection, idiom)
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/// </summary>
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/// </summary>
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[Required]
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[Required]
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[MaxLength(20)]
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[MaxLength(20)]
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[RegularExpression("^(noun|verb|adjective|adverb|pronoun|preposition|conjunction|interjection|idiom)$",
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ErrorMessage = "詞性必須為有效值")]
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[Index("IX_OptionsVocabulary_PartOfSpeech")]
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[Index("IX_OptionsVocabulary_PartOfSpeech")]
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public string PartOfSpeech { get; set; } = string.Empty;
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public string PartOfSpeech { get; set; } = string.Empty;
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@ -192,62 +194,79 @@ public interface IOptionsVocabularyService
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}
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}
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```
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```
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### DistractorGenerationService 核心邏輯
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### QuestionGeneratorService 整合設計
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```csharp
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```csharp
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public class DistractorGenerationService
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public class QuestionGeneratorService : IQuestionGeneratorService
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{
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{
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private readonly DramaLingDbContext _context;
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private readonly DramaLingDbContext _context;
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private readonly IMemoryCache _cache;
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private readonly IOptionsVocabularyService _optionsVocabularyService;
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private readonly ILogger<DistractorGenerationService> _logger;
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private readonly ILogger<QuestionGeneratorService> _logger;
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public async Task<List<string>> GenerateDistractorsAsync(
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public QuestionGeneratorService(
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string targetWord,
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DramaLingDbContext context,
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string cefrLevel,
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IOptionsVocabularyService optionsVocabularyService,
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string partOfSpeech)
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ILogger<QuestionGeneratorService> logger)
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{
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{
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var targetLength = targetWord.Length;
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_context = context;
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_optionsVocabularyService = optionsVocabularyService;
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// 1. 基礎篩選條件
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_logger = logger;
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var baseQuery = _context.OptionsVocabularies
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.Where(v => v.IsActive && v.Word != targetWord);
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// 2. CEFR 等級匹配(相同等級 + 相鄰等級)
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var allowedCEFRLevels = GetAllowedCEFRLevels(cefrLevel);
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baseQuery = baseQuery.Where(v => allowedCEFRLevels.Contains(v.CEFRLevel));
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// 3. 詞性匹配
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baseQuery = baseQuery.Where(v => v.PartOfSpeech == partOfSpeech);
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// 4. 字數匹配(±2 字元範圍)
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var minLength = Math.Max(1, targetLength - 2);
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var maxLength = targetLength + 2;
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baseQuery = baseQuery.Where(v => v.WordLength >= minLength && v.WordLength <= maxLength);
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// 5. 隨機排序選取候選詞
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var candidates = await baseQuery
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.OrderBy(v => Guid.NewGuid())
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.Take(10) // 取更多候選詞再篩選
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.Select(v => v.Word)
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.ToListAsync();
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// 7. 最終篩選和回傳
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return candidates.Take(3).ToList();
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}
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}
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private List<string> GetAllowedCEFRLevels(string targetLevel)
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/// <summary>
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/// 生成詞彙選擇題選項(整合選項詞彙庫)
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/// </summary>
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private async Task<QuestionData> GenerateVocabChoiceAsync(Flashcard flashcard)
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{
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{
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var levels = new[] { "A1", "A2", "B1", "B2", "C1", "C2" };
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try
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var targetIndex = Array.IndexOf(levels, targetLevel);
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{
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// 優先使用選項詞彙庫生成干擾項
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var distractors = await _optionsVocabularyService.GenerateDistractorsAsync(
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flashcard.Word,
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flashcard.DifficultyLevel ?? "B1",
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flashcard.PartOfSpeech ?? "noun");
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if (targetIndex == -1) return new List<string> { targetLevel };
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// 如果詞彙庫沒有足夠的選項,回退到用戶其他詞卡
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if (distractors.Count < 3)
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{
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var fallbackDistractors = await GetFallbackDistractorsAsync(flashcard);
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distractors.AddRange(fallbackDistractors.Take(3 - distractors.Count));
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}
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var allowed = new List<string> { targetLevel };
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var options = new List<string> { flashcard.Word };
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options.AddRange(distractors.Take(3));
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// 加入相鄰等級
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// 隨機打亂選項順序
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if (targetIndex > 0) allowed.Add(levels[targetIndex - 1]);
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var shuffledOptions = options.OrderBy(x => Guid.NewGuid()).ToArray();
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if (targetIndex < levels.Length - 1) allowed.Add(levels[targetIndex + 1]);
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return allowed;
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return new QuestionData
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{
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QuestionType = "vocab-choice",
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Options = shuffledOptions,
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CorrectAnswer = flashcard.Word
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};
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}
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catch (Exception ex)
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{
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_logger.LogWarning(ex, "Failed to generate options from vocabulary database, using fallback for {Word}", flashcard.Word);
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// 完全回退到原有邏輯
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return await GenerateVocabChoiceWithFallbackAsync(flashcard);
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}
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}
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/// <summary>
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/// 回退選項生成(使用用戶其他詞卡)
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/// </summary>
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private async Task<List<string>> GetFallbackDistractorsAsync(Flashcard flashcard)
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{
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return await _context.Flashcards
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.Where(f => f.UserId == flashcard.UserId &&
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f.Id != flashcard.Id &&
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!f.IsArchived)
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.OrderBy(x => Guid.NewGuid())
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.Take(3)
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.Select(f => f.Word)
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.ToListAsync();
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}
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}
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}
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}
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```
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```
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@ -256,82 +275,49 @@ public class DistractorGenerationService
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## 🌐 API 設計
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## 🌐 API 設計
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### 新增到 StudyController
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### 整合到現有 FlashcardsController
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選項詞彙庫功能將整合到現有的 `POST /api/flashcards/{id}/question` API 端點中。
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```csharp
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```csharp
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/// <summary>
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// 現有的 FlashcardsController.GenerateQuestion 方法會自動使用改進後的 QuestionGeneratorService
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/// 生成測驗選項(使用詞彙庫)
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// 不需要新增額外的 API 端點
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/// </summary>
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[HttpGet("question-options/{flashcardId}")]
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[HttpPost("{id}/question")]
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public async Task<ActionResult<QuestionOptionsResponse>> GenerateQuestionOptions(
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public async Task<ActionResult> GenerateQuestion(Guid id, [FromBody] QuestionRequest request)
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Guid flashcardId,
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[FromQuery] string questionType = "vocab-choice")
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{
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{
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try
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try
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{
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{
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var flashcard = await _context.Flashcards.FindAsync(flashcardId);
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// QuestionGeneratorService 內部會使用 OptionsVocabularyService 生成更好的選項
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if (flashcard == null)
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var questionData = await _questionGeneratorService.GenerateQuestionAsync(id, request.QuestionType);
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return NotFound(new { Error = "Flashcard not found" });
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var options = await _distractorGenerationService.GenerateDistractorsAsync(
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return Ok(new { success = true, data = questionData });
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flashcard.Word,
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flashcard.DifficultyLevel ?? "B1",
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flashcard.PartOfSpeech ?? "noun");
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// 加入正確答案並隨機打亂
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var allOptions = new List<string> { flashcard.Word };
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allOptions.AddRange(options);
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var shuffledOptions = allOptions.OrderBy(x => Guid.NewGuid()).ToArray();
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return Ok(new QuestionOptionsResponse
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{
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QuestionType = questionType,
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Options = shuffledOptions,
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CorrectAnswer = flashcard.Word,
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TargetWord = flashcard.Word,
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CEFRLevel = flashcard.DifficultyLevel,
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PartOfSpeech = flashcard.PartOfSpeech
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});
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}
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}
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catch (Exception ex)
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catch (Exception ex)
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{
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{
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_logger.LogError(ex, "Error generating question options for flashcard {FlashcardId}", flashcardId);
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_logger.LogError(ex, "Error generating question for flashcard {FlashcardId}", id);
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return StatusCode(500, new { Error = "Internal server error" });
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return StatusCode(500, new { success = false, error = "Failed to generate question" });
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}
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}
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}
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}
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```
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```
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### 詞彙庫管理 API
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### 詞彙庫管理 API(選用功能)
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> **注意**:以下管理 API 為選用功能,主要供管理員批量管理詞彙庫使用。
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> 核心選項生成功能已整合到現有的測驗 API 中,不依賴這些管理端點。
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```csharp
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```csharp
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/// <summary>
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/// <summary>
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/// 詞彙庫管理控制器
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/// 詞彙庫管理控制器(選用)
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/// 僅在需要管理員批量管理詞彙庫時實作
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/// </summary>
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/// </summary>
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[ApiController]
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[ApiController]
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[Route("api/[controller]")]
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[Route("api/admin/[controller]")]
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[Authorize(Roles = "Admin")]
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[Authorize(Roles = "Admin")]
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public class OptionsVocabularyController : ControllerBase
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public class OptionsVocabularyController : ControllerBase
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{
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{
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private readonly IOptionsVocabularyService _vocabularyService;
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private readonly IOptionsVocabularyService _vocabularyService;
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/// <summary>
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/// <summary>
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/// 新增詞彙到選項庫
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/// 批量匯入詞彙(管理員功能)
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/// </summary>
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[HttpPost]
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public async Task<ActionResult> AddVocabulary([FromBody] AddVocabularyRequest request)
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{
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var vocabulary = new OptionsVocabulary
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{
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Word = request.Word,
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CEFRLevel = request.CEFRLevel,
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PartOfSpeech = request.PartOfSpeech,
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WordLength = request.Word.Length
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};
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var success = await _vocabularyService.AddVocabularyAsync(vocabulary);
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return success ? Ok() : BadRequest();
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}
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/// <summary>
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/// 批量匯入詞彙
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/// </summary>
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/// </summary>
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[HttpPost("bulk-import")]
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[HttpPost("bulk-import")]
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public async Task<ActionResult> BulkImport([FromBody] List<AddVocabularyRequest> requests)
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public async Task<ActionResult> BulkImport([FromBody] List<AddVocabularyRequest> requests)
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@ -349,19 +335,13 @@ public class OptionsVocabularyController : ControllerBase
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}
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}
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/// <summary>
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/// <summary>
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/// 搜尋詞彙庫
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/// 搜尋詞彙庫統計(管理員功能)
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/// </summary>
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/// </summary>
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[HttpGet("search")]
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[HttpGet("stats")]
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public async Task<ActionResult<List<OptionsVocabulary>>> SearchVocabularies(
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public async Task<ActionResult> GetVocabularyStats()
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[FromQuery] string? cefrLevel = null,
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[FromQuery] string? partOfSpeech = null,
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[FromQuery] int? minLength = null,
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[FromQuery] int? maxLength = null,
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[FromQuery] int limit = 100)
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{
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{
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var vocabularies = await _vocabularyService.SearchVocabulariesAsync(
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var stats = await _vocabularyService.GetVocabularyStatsAsync();
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cefrLevel, partOfSpeech, minLength, maxLength, limit);
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return Ok(stats);
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return Ok(vocabularies);
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}
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}
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}
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}
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```
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```
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@ -400,6 +380,8 @@ public class AddVocabularyRequest
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[Required]
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[Required]
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[MaxLength(20)]
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[MaxLength(20)]
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[RegularExpression("^(noun|verb|adjective|adverb|pronoun|preposition|conjunction|interjection|idiom)$",
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ErrorMessage = "詞性必須為有效值")]
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public string PartOfSpeech { get; set; } = string.Empty;
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public string PartOfSpeech { get; set; } = string.Empty;
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}
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}
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@ -462,38 +444,70 @@ public partial class AddOptionsVocabularyTable : Migration
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## 🔄 使用案例
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## 🔄 使用案例
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### 案例 1:詞彙選擇題
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### 案例 1:詞彙選擇題 API 流程
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```
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```
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目標詞彙: "beautiful" (B1, adjective, 9字元)
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前端請求:
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POST /api/flashcards/{id}/question
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{
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"questionType": "vocab-choice"
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}
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篩選條件:
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後端處理:
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- CEFR: A2, B1, B2 (相鄰等級)
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1. 查詢詞卡: "beautiful" (B1, adjective, 9字元)
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- 詞性: adjective
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2. 從選項詞彙庫篩選干擾項:
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- 字數: 7-11 字元
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- CEFR: A2, B1, B2 (相鄰等級)
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- 詞性: adjective
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- 字數: 7-11 字元
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3. 選出干擾項: ["wonderful", "excellent", "attractive"]
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可能的干擾項:
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API 回應:
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- "wonderful" (B1, adjective, 9字元)
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{
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- "excellent" (B2, adjective, 9字元)
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"success": true,
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- "attractive" (B2, adjective, 10字元)
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"data": {
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"questionType": "vocab-choice",
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最終選項: ["beautiful", "wonderful", "excellent", "attractive"]
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"options": ["beautiful", "wonderful", "excellent", "attractive"],
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"correctAnswer": "beautiful"
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}
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}
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```
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```
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### 案例 2:聽力測驗
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### 案例 2:聽力測驗 API 流程
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```
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```
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目標詞彙: "running" (A2, verb, 7字元)
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前端請求:
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POST /api/flashcards/{id}/question
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{
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"questionType": "sentence-listening"
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}
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篩選條件:
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後端處理:
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- CEFR: A1, A2, B1
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1. 查詢詞卡: "running" (A2, verb, 7字元)
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- 詞性: verb
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2. 從選項詞彙庫篩選干擾項:
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- 字數: 5-9 字元
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- CEFR: A1, A2, B1
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- 詞性: verb
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- 字數: 5-9 字元
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3. 選出干擾項: ["jumping", "walking", "playing"]
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可能的干擾項:
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API 回應:
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- "jumping" (A2, verb, 7字元)
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{
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- "walking" (A1, verb, 7字元)
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"success": true,
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- "playing" (A2, verb, 7字元)
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"data": {
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"questionType": "sentence-listening",
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"options": ["running", "jumping", "walking", "playing"],
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"correctAnswer": "running"
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}
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}
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```
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最終選項: ["running", "jumping", "walking", "playing"]
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### 案例 3:回退機制
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```
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情境: 詞彙庫中沒有足夠的相符選項
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|
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處理流程:
|
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|
1. 嘗試從選項詞彙庫獲取干擾項 → 只找到 1 個
|
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2. 啟動回退機制:從用戶其他詞卡補足 2 個選項
|
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3. 確保總是能提供 3 個干擾項
|
||||||
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優點:確保系統穩定性,即使詞彙庫不完整也能正常運作
|
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```
|
```
|
||||||
|
|
||||||
---
|
---
|
||||||
|
|
@ -575,11 +589,41 @@ public class VocabularySeeder
|
||||||
new() { Word = "run", CEFRLevel = "A1", PartOfSpeech = "verb", WordLength = 3 },
|
new() { Word = "run", CEFRLevel = "A1", PartOfSpeech = "verb", WordLength = 3 },
|
||||||
new() { Word = "walk", CEFRLevel = "A1", PartOfSpeech = "verb", WordLength = 4 },
|
new() { Word = "walk", CEFRLevel = "A1", PartOfSpeech = "verb", WordLength = 4 },
|
||||||
|
|
||||||
|
// A1 Level - 代名詞
|
||||||
|
new() { Word = "he", CEFRLevel = "A1", PartOfSpeech = "pronoun", WordLength = 2 },
|
||||||
|
new() { Word = "she", CEFRLevel = "A1", PartOfSpeech = "pronoun", WordLength = 3 },
|
||||||
|
new() { Word = "they", CEFRLevel = "A1", PartOfSpeech = "pronoun", WordLength = 4 },
|
||||||
|
|
||||||
|
// A2 Level - 介系詞
|
||||||
|
new() { Word = "under", CEFRLevel = "A2", PartOfSpeech = "preposition", WordLength = 5 },
|
||||||
|
new() { Word = "above", CEFRLevel = "A2", PartOfSpeech = "preposition", WordLength = 5 },
|
||||||
|
new() { Word = "behind", CEFRLevel = "A2", PartOfSpeech = "preposition", WordLength = 6 },
|
||||||
|
|
||||||
// B1 Level - 形容詞
|
// B1 Level - 形容詞
|
||||||
new() { Word = "beautiful", CEFRLevel = "B1", PartOfSpeech = "adjective", WordLength = 9 },
|
new() { Word = "beautiful", CEFRLevel = "B1", PartOfSpeech = "adjective", WordLength = 9 },
|
||||||
new() { Word = "wonderful", CEFRLevel = "B1", PartOfSpeech = "adjective", WordLength = 9 },
|
new() { Word = "wonderful", CEFRLevel = "B1", PartOfSpeech = "adjective", WordLength = 9 },
|
||||||
new() { Word = "excellent", CEFRLevel = "B2", PartOfSpeech = "adjective", WordLength = 9 },
|
new() { Word = "excellent", CEFRLevel = "B2", PartOfSpeech = "adjective", WordLength = 9 },
|
||||||
|
|
||||||
|
// B1 Level - 副詞
|
||||||
|
new() { Word = "quickly", CEFRLevel = "B1", PartOfSpeech = "adverb", WordLength = 7 },
|
||||||
|
new() { Word = "carefully", CEFRLevel = "B1", PartOfSpeech = "adverb", WordLength = 9 },
|
||||||
|
new() { Word = "suddenly", CEFRLevel = "B1", PartOfSpeech = "adverb", WordLength = 8 },
|
||||||
|
|
||||||
|
// B2 Level - 連接詞
|
||||||
|
new() { Word = "however", CEFRLevel = "B2", PartOfSpeech = "conjunction", WordLength = 7 },
|
||||||
|
new() { Word = "therefore", CEFRLevel = "B2", PartOfSpeech = "conjunction", WordLength = 9 },
|
||||||
|
new() { Word = "although", CEFRLevel = "B2", PartOfSpeech = "conjunction", WordLength = 8 },
|
||||||
|
|
||||||
|
// 感嘆詞
|
||||||
|
new() { Word = "wow", CEFRLevel = "A1", PartOfSpeech = "interjection", WordLength = 3 },
|
||||||
|
new() { Word = "ouch", CEFRLevel = "A2", PartOfSpeech = "interjection", WordLength = 4 },
|
||||||
|
new() { Word = "alas", CEFRLevel = "C1", PartOfSpeech = "interjection", WordLength = 4 },
|
||||||
|
|
||||||
|
// 慣用語
|
||||||
|
new() { Word = "break the ice", CEFRLevel = "B2", PartOfSpeech = "idiom", WordLength = 12 },
|
||||||
|
new() { Word = "piece of cake", CEFRLevel = "B1", PartOfSpeech = "idiom", WordLength = 12 },
|
||||||
|
new() { Word = "hit the books", CEFRLevel = "B2", PartOfSpeech = "idiom", WordLength = 12 },
|
||||||
|
|
||||||
// ... 更多詞彙
|
// ... 更多詞彙
|
||||||
};
|
};
|
||||||
|
|
||||||
|
|
@ -644,12 +688,14 @@ public class DistractorQualityMetrics
|
||||||
- [ ] 實作品質評分系統
|
- [ ] 實作品質評分系統
|
||||||
- [ ] 加入快取機制
|
- [ ] 加入快取機制
|
||||||
|
|
||||||
### Phase 3: 前端整合 (3-5 天)
|
### Phase 3: 前端整合 (1-2 天)
|
||||||
- [ ] 修改前端 generateOptions 函數
|
- [ ] 測試現有 API 端點的改進效果
|
||||||
- [ ] 整合新的 API 端點
|
- [ ] 驗證各種測驗類型的選項品質
|
||||||
- [ ] 測試各種測驗類型
|
|
||||||
- [ ] 效能測試和優化
|
- [ ] 效能測試和優化
|
||||||
|
|
||||||
|
> **注意**:由於選項生成功能已整合到現有 API,前端不需要修改任何程式碼。
|
||||||
|
> 只需要確保後端改進後的選項生成效果符合預期。
|
||||||
|
|
||||||
### Phase 4: 進階功能 (1-2 週)
|
### Phase 4: 進階功能 (1-2 週)
|
||||||
- [ ] 管理介面開發
|
- [ ] 管理介面開發
|
||||||
- [ ] 批量匯入工具
|
- [ ] 批量匯入工具
|
||||||
|
|
@ -666,7 +712,7 @@ public class DistractorQualityMetrics
|
||||||
- [ ] 生成的選項無重複
|
- [ ] 生成的選項無重複
|
||||||
- [ ] 支援各種測驗類型
|
- [ ] 支援各種測驗類型
|
||||||
|
|
||||||
### 品質驗收
|
### 品質驗收
|
||||||
- [ ] 干擾項難度適中(不會太簡單或太困難)
|
- [ ] 干擾項難度適中(不會太簡單或太困難)
|
||||||
- [ ] 無明顯的同義詞作為干擾項
|
- [ ] 無明顯的同義詞作為干擾項
|
||||||
- [ ] 拼寫差異合理(避免過於相似)
|
- [ ] 拼寫差異合理(避免過於相似)
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue