Topic outline

  • General

    Ontology and its Applications

    In Computer Science and Information Science, Ontology is a formal representation of knowledge as a set of concepts within a domain, and the relationships between those concepts. Ontology is the basics of knowledge representation and automated reasoning in computer systems. The theory of ontology can be applied as the method of knowledge representation and automated reasoning in the fields of Artificial Intelligence, System Engineering, Software Engineering, Bioinformatics, and Library Science. This course, taking the Semantic Web as an example, introduce and discuss the state-of-the-art theories, methods, and frontier technologies about the information representation and data management, knowledge representation and ontology languages and their querying and reasoning on the current Web.

  • Videos

    Files: 3
  • 1. Introduction, RDF, and RDFS

    Week 9

    • Introduction
    • RDF
    • RDFS
    Files: 5URLs: 3Assignment: 1
  • 2. RDF Semantics and SPARQL

    Week 11

    • RDF/RDFS Semantics
    • SPARQL
    Files: 6URLs: 3Page: 1Assignment: 1
  • 3. Description Logics - Basics

    Week 12

    Description Logics - Basics

    Files: 5Assignment: 1
  • 4. Description Logic - Advanced & OWL

    Week 14

    • DL reasoning & Tableau algorithm
    • OWL
    Files: 3Assignment: 1
  • Paper Presentations - 1

    No Student ID Name Conference Paper Title Time
    17 2016216126 张明月  ISWC2016  

    Exploiting Emergent Schemas to Make RDF Systems More Efficient

    13:30-13:50
    2 2016216013 何方圆 ISWC2016   WebBrain: Joint Neural Learning of Large-Scale Commonsense Knowledge 13:55-14:15
    3 2016216048 辛月祺 ISWC2016 Walking Without a Map: Ranking-Based Traversal for Querying Linked Data 14:20-14:40
    4 2016216051 徐强 ISWS2016 Distributed RDF Query Answering with Dynamic Data Exchange 14:45-15:05
    5 2016216062 张丽静 ISWC2015 Interest-Based RDF Update Propagation 15:10-15:30
    6 2016216070 李浩 ISWC 2016 Predicting Energy Consumption of Ontology Reasoning over Mobile Devices  15:35-15:55
    7 2016216074 王茹 ISWC 2015  Content-Based Recommendations via DBpedia and Freebase: A Case Study in the Music Domain  16:00-16:20
    8 2016216075 安琪  ISWC2016 Semantic Labeling: A Domain-Independent Approach 16:25-16:45
  • Paper Presentations - 2

    No Student ID Name Conference Paper Title Time
    9 2016216079 甘瀛  ISWC2014 Sempala: Interactive SPARQL Query Processing on Hadoop 13:30-13:50
    10 2016216089 黄伟航 ISWC2015   Tpye-Constrained Representation Learning in Knowledge Graphs 13:55-14:15
    11 2016216091 李航  ISWC2014  Linked Open Data Driven Game Generation 14:20-14:40
    12 2016216094 李雯雯 ISWC2015 RDFox: A Highly-Scalable RDF Store 14:45-15:05
    13 2016216098 刘雨森 ISWC2016 Multi-level Semantic Labelling of Numerical Values 15:10-15:30
    14 2016216101 孟晨虹   ISWC2016  SPARQL-to-SQL on Internet of Things Databases and Streams 15:35-15:55
    15 2016216122 杨雪  ISWC2016  A Probabilistic Model for Time-Aware Entity Recommendation 16:00-16:20
    16 2016216124 张頔楠 ISWC2014   Semantic Patterns for Sentiment Analysis of Twitter 16:25-16:45
  • Paper Presentations - 3

    No Student ID Name Conference Paper Title Time
    1 2016216009 陈浩坤 ISWC2014  The Web Browser Personalization with the Client Side Triplestore 

    13:30-13:50

    18 2016216131 赵博  ISWC2015 CityBench: A Configurable Benchmark to Evaluate RSP Engines using Smart City Datasets 13:55-14:15
    19 1016216001 郭千宇  ISWC2015  Explaining and Suggesting Relatedness in Knowledge Graphs 14:20-14:40
    20 1016216003 蔡斌雷  ISWC2014  Querying Datasets on the Web with High Availability 14:45-15:05
    21 1016216012 刘洪涛  ISWC2016 RDF2Vec: RDF Grap  Embeddings for Data Mining 15:10-15:30
    22 1016216014 田家琛  ISWC2016  Context-Free Path Queries on RDF Graphs 15:35-15:55
    23 6116000013 高升  Concept paper  Distributed RPQ 16:00-16:20