参考文献

中文文献

[1] 教育部，国家发展改革委，工业和信息化部，科技部，国家数据局. “人工智能+教育”行动计划[EB/OL]. 2026-04-02[2026-08-05]. https://hudong.moe.gov.cn/srcsite/A16/s3342/202604/t20260410_1433240.html.

[2] 国家互联网信息办公室，国家发展和改革委员会，教育部，等. 生成式人工智能服务管理暂行办法[EB/OL]. 2023-07-10[2026-08-05]. https://www.gov.cn/zhengce/zhengceku/202307/content_6891752.htm.

[3] 全国人民代表大会常务委员会. 中华人民共和国个人信息保护法[EB/OL]. 2021-08-20[2026-08-05]. https://www.npc.gov.cn/npc/c2/c30834/202108/t20210820_313088.html.

[4] 国家新一代人工智能治理专业委员会. 新一代人工智能伦理规范[EB/OL]. 2021-09-25[2026-08-05]. https://www.most.gov.cn/kjbgz/202109/t20210926_177063.html.

英文文献

[5] UNESCO. AI Competency Framework for Students[R]. Paris: UNESCO, 2024.

[6] NIST. Artificial Intelligence Risk Management Framework (AI RMF 1.0)[R]. Gaithersburg: National Institute of Standards and Technology, 2023.

[7] AUTIO C, SCHWARTZ R, DUNIETZ J, et al. Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile[R]. Gaithersburg: NIST, 2024. DOI:10.6028/NIST.AI.600-1.

[8] WORLD HEALTH ORGANIZATION. Ethics and Governance of Artificial Intelligence for Health: Guidance on Large Multi-Modal Models[R]. Geneva: WHO, 2024.

[9] GEBRU T, MORGENSTERN J, VECCHIONE B, et al. Datasheets for datasets[J]. Communications of the ACM, 2021, 64(12):86-92. DOI:10.1145/3458723.

[10] MITCHELL M, WU S, ZALDIVAR A, et al. Model cards for model reporting[C]//Proceedings of the Conference on Fairness, Accountability, and Transparency. New York: ACM, 2019:220-229. DOI:10.1145/3287560.3287596.

[11] VASWANI A, SHAZEER N, PARMAR N, et al. Attention is all you need[C]//Advances in Neural Information Processing Systems 30. 2017:5998-6008.

[12] LEWIS P, PEREZ E, PIKTUS A, et al. Retrieval-augmented generation for knowledge-intensive NLP tasks[C]//Advances in Neural Information Processing Systems 33. 2020:9459-9474.

[13] KERAS. Transfer Learning & Fine-Tuning[EB/OL]. [2026-08-05]. https://keras.io/guides/transfer_learning/.

[14] KERAS. Keras Code Examples: Vision, Audio, Natural Language Processing and Timeseries[EB/OL]. [2026-08-05]. https://keras.io/examples/.

[15] TENSORFLOW. Simple Audio Recognition: Recognizing Keywords[EB/OL]. [2026-08-05]. https://www.tensorflow.org/tutorials/audio/simple_audio.

[16] GOOGLE AI EDGE. LiteRT: High-Performance On-Device Machine Learning Framework[EB/OL]. 2026[2026-08-05]. https://developers.google.com/edge/litert.

[17] JSON SCHEMA. Creating Your First Schema[EB/OL]. [2026-08-05]. https://json-schema.org/learn/getting-started-step-by-step.

[18] GOOGLE. Embeddings: Embedding Space[EB/OL]. [2026-08-05]. https://developers.google.com/machine-learning/crash-course/embeddings/embedding-space.

[19] MIKOLOV T, CHEN K, CORRADO G, et al. Efficient Estimation of Word Representations in Vector Space[EB/OL]. 2013. https://arxiv.org/abs/1301.3781.

[20] HO J, JAIN A, ABBEEL P. Denoising Diffusion Probabilistic Models[C]//Advances in Neural Information Processing Systems 33. 2020:6840-6851. https://arxiv.org/abs/2006.11239.

[21] SUTTON R S, BARTO A G. Reinforcement Learning: An Introduction[M]. 2nd ed. Cambridge: MIT Press, 2018.

[22] KOREN Y, BELL R, VOLINSKY C. Matrix Factorization Techniques for Recommender Systems[J]. Computer, 2009, 42(8):30-37. DOI:10.1109/MC.2009.263.

[23] KERAS. Structured Data Classification from Scratch[EB/OL]. [2026-08-05]. https://keras.io/examples/structured_data/structured_data_classification_from_scratch/.

[24] KERAS. Collaborative Filtering for Movie Recommendations[EB/OL]. [2026-08-05]. https://keras.io/examples/structured_data/collaborative_filtering_movielens/.

[25] KERAS. Actor Critic Method for CartPole[EB/OL]. [2026-08-05]. https://keras.io/examples/rl/actor_critic_cartpole/.