【文件属性】：
文件名称：awesome-knowledge-graph:整理知识图谱相关学习资料
文件大小：168.82MB
文件格式：ZIP
更新时间：2021-05-06 10:36:42
awesome-knowledge-graph
整理知识图谱相关学习资料，提供系统化的知识图谱学习路径。
目录
理论及论文
整体概念架构
随着知识图谱的发展，与之相关的概念也越来越多，在阅读论文时先准确的把握该论文所要解决问题处于的层级或者位置对于更好的理解论文也比较有帮助，在此对知识图谱的概念进行了总结整理，整体概念架构图如下图所示，后面的论文分类也按照该整体架构概念图从顶向下，从整体到细节的方式组织。
综述综合
大综述
Knowledge Graph Construction Techniques
Review on Knowledge Graph Techniques (2016)[一篇经典的中文综述，适合入门。]
Reviews on Knowledge Graph Research (2017)[清华大学李娟子老师的综述，十分经典，对知识图谱走入大众视野功不可没。]
The Re
【文件预览】：
awesome-knowledge-graph-master
----conference()
--------知性会话-基于知识图谱的人机对话系统方法与实践.pdf(3.41MB)
--------医疗知识图谱的敏捷构建和实践.pdf(3.96MB)
--------从知识图谱到人工智能-产品演进路径上的思考.pdf(4.32MB)
--------餐饮娱乐领域知识图谱的构建及应用.pdf(78.86MB)
--------基于图的海量知识图谱数据管理.pdf(4.22MB)
--------医疗知识图谱的构建和应用.pdf(5.96MB)
--------Event_Extraction_from_Texts.pdf(3.35MB)
--------基于cnSchema的大规模金融知识图谱实战.pdf(4.61MB)
--------大规模通用知识图谱构建及应用.pdf(29.29MB)
--------知识图谱的表示和推理.pdf(2.62MB)
----paper()
--------知识图谱研究综述-李涓子.pdf(144KB)
--------Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks.pdf(2.05MB)
--------Student Modeling in the ACT Programming Tutor- Adjusting a Procedural Learning Model With Declarative Knowledge.pdf(100KB)
--------Modeling Individualization in a Bayesian Networks Implementation of Knowledge Tracing.pdf(546KB)
--------知识图谱技术综述.pdf(478KB)
--------Tracking_Knowledge_Proficiency_of_Students_with_Educational_Priors.pdf(4.06MB)
--------Word Tagging with Foundational Ontology Classes- Extending the WordNet-DOLCE Mapping to Verbs.pdf(268KB)
--------Deep_Knowledge_Tracing.pdf(1017KB)
--------Individualized_Bayesian Knowledge_Tracing Models.pdf(270KB)
--------知识图谱构建技术综述_刘峤.caj(722KB)
--------Commonsense Knowledge Aware Conversation Generation with Graph Attention.pdf(385KB)
--------医学知识图谱构建技术与研究进展_袁凯琦.caj(230KB)
--------知识图谱研究进展_漆桂林.caj(4.23MB)
--------ATOMIC- An Atlas of Machine Commonsense for If-Then Reasoning.pdf(770KB)
--------More Accurate Student Modeling Through Contextual Estimation of Slip and Guess Probabilities in Bayesian Knowledge Tracing.pdf(106KB)
--------Performance Factors Analysis – A New Alternative to Knowledge Tracing.pdf(167KB)
--------Knowledge_tracing-Modeling_the_acquisition_of procedural_knowledge.pdf(1.49MB)
--------End-to-End Neural Entity Linking.pdf(555KB)
--------Learning_Sequence_Encoders_for_Temporal_Knowledge Graph_Completion.pdf(296KB)
--------知识库实体对齐技术综述.pdf(3.24MB)
----README.md(33KB)
----report()
--------面向人工智能新基建的知识图谱行业白皮书(艾瑞咨询2020版).pdf(1.9MB)
--------百度知识中台白皮书(2020版).pdf(2.13MB)
--------知识图谱标准化白皮书(2019版).pdf(14.46MB)
--------CCKS2018-知识图谱发展报告.pdf(5MB)
----image()
--------framework.png(182KB)