互联网+在线学习平台规模化示范应用数据集

面向互联网+在线学习平台构建，基于国家开放大学“学习网”服务器和互联网+在线学习平台服务器采集，记录在线学习资源浏览、点播、学习者个人空间页面访问、资源检索、辅助浏览等5项功能的用户登录、选课、访问、检索、浏览播放等操作日志，数据量13.5MB。该数据集支撑了软著《面向终身学习的智慧学伴系统移动端软件V1.0》、《面向终身学习的个性化互联网+在线学习平台》，专利《一种辅助学习方法、装置、电子设备及存储介质》和论文《A Knowledge-Injected Curriculum Pretraining Framework for Question Answering》。
该数据集未来可用于分析和优化在线学习平台的用户体验和功能设计。研究人员可以利用该数据集挖掘用户行为模式，如资源偏好、访问频率、学习路径等，从而为平台的功能改进和个性化推荐提供数据支持。此外，该数据集还可用于教育技术领域的研究，帮助开发更智能的学习分析工具，提升在线学习的效果和用户满意度。
对于互联网+在线学习领域的研究，该数据集提供了真实的用户操作日志，涵盖了多种学习行为数据。它的发布将推动在线学习平台的技术优化和功能创新。该数据集不仅有助于提高在线学习平台的智能化水平，还能为教育领域的技术发展提供重要支持，具有重要的学术价值和实际应用意义。

This dataset is constructed for Internet Plus online learning platforms, collected from the servers of The Open University of China's "Learning Network" and Internet Plus online learning platform. It records user operation logs including login, course selection, access, resource retrieval, browsing and playback, covering five functional scenarios: online learning resource browsing, on-demand playback, learner personal space page access, resource retrieval and auxiliary browsing. The total size of the dataset is 13.5 megabytes (MB).

This dataset supports two software copyright registrations: "Mobile Software V1.0 of Intelligent Learning Companion System for Lifelong Learning" and "Personalized Internet Plus Online Learning Platform for Lifelong Learning", a patent titled "An Auxiliary Learning Method, Device, Electronic Equipment and Storage Medium", and the paper "A Knowledge-Injected Curriculum Pretraining Framework for Question Answering".

This dataset can be used in future research to analyze and optimize user experience and functional design of online learning platforms. Researchers can use it to mine user behavior patterns, such as resource preferences, access frequency, learning paths, etc., to provide data support for platform function improvement and personalized recommendation. In addition, this dataset can also be applied to research in the educational technology field, helping develop more intelligent learning analytics tools to enhance the effectiveness of online learning and user satisfaction.

For research in the Internet Plus online learning domain, this dataset provides real user operation logs covering diverse learning behavior data. Its release will promote technical optimization and functional innovation of online learning platforms. This dataset not only contributes to improving the intelligence level of online learning platforms, but also provides important support for technological development in the education sector, holding significant academic value and practical application significance.

搜集汇总

背景与挑战

背景概述

该数据集基于国家开放大学'学习网'和互联网+在线学习平台服务器采集，包含用户登录、选课、访问等5项功能的操作日志，数据量约13.5MB。它支撑了相关软著、专利和论文，可用于分析用户行为、优化在线学习平台功能，并推动教育技术领域的研究与应用。