UMBC CMSC 491/691 (07) Fall 2019
Knowledge Graphs

Fall 2019 Schedule -- will be updated

#
date
day
 Topic To do
1
8/28
Wed
 Introduction

read: The Semantic Web , Sci Am, May 2001 (pdf )
read: A New Look at the Semantic Web, CACM, Sept. 2016 (pdf )
OUT: Homework one
ppt: Administrivia, Introduction to the Semantic Web
  9/2 Mon No Class UMBC closed for Labor day
2
9/4
Wed
 Introduction

read: SWP Chapter 1
read: Wikipedia Knowledge Graph article
read: The Knowledge Graph
read: Wikipedia Semantic Web article
ppt: A motivating example
3
9/9
Mon
 XML

read: SWP Appendix A
read: The Semantic Web in Action, Sci Am, 2007
read: Web 3.0 Emerging
ppt: XMLa ( pdf )
SEE: XML examples
due: Homework one
4
9/11
Wed
 XML

read: SWP Appendix A
ppt: XMLb ( pdf )
SEE: XML examples
OUT: HW2
5
9/16
Mon
 Practical XML
JSON

read: SWP Appendix A

read: Introducing JSON
read: Wikipedia JSON article
ppt: XMLc ( pdf)
ppt: JSON (pdf)
SEE: XML examples
6
9/18
Wed
 Semantic Web

read: SWP 2.1-2.4
read: Creating a Science of the Web
read: Web Science (CACM)
ppt: Semantic Web technologies
7
9/23
Mon
 graph DBs
Neo4j

Graph databases
Neo4j

6
9/25
Wed
 graph DBs
Neo4j
Graph databases
Neo4j
DUE: HW2
7
9/30
Mon
 RDF/RDFS

read: SWP 2.4-2.9
read: The shortest path to the future web
ppt: RDF Syntax1 ( pdf )
ppt: RDF Syntax 2 ( pdf )
8
10/2
Wed
 RDFS

read: SWP 2.4-2.9
read: RDF Primer — Turtle version
ppt: RDF Schema ( pdf )
onto: rdf namespace
onto: rdfs namespace
9
10/7
Mon
 cwm: rdf+rules

ppt: CWM notes ( pdf )
OUT: HW3 (N3 and cwm)
10
10/9
Wed
 OWL read: SWP Chapter 4
ppt: OWL ( pdf )
11
10/14
Mon
 OWL and DL

read: SWP Chapter 4
ppt: OWL ( pdf )
12
10/16
Wed
 Developing Ontologies


read: SWP Chapter 4
ex: OWL rules in N3 ( ppt )
ppt: OWL ( pdf )
13
10/21
Mon
 Developing Ontologies

read: A Description Logic Primer
ppt: DL ( pdf )

14
10/23
Wed
 OWL

try: Protege
read: Protege 5 Documentation
view: Manchester OWL syntax
ppt: IDEs ( pdf )

15
10/28
Mon
 guest lecture

Prof. Jennifer Sleeman on enhancing topic models with ontologies
read: Ontology-Grounded Topic Modeling for Climate Science Research
16
10/30
Wed
 Guest lecture

PhD student Aritran Piplai on creating knowledger graphs from cybersecurity test
read: RelExt: Relation Extraction using Deep Learning approaches for Cybersecurity Knowledge Graph Improvement
17
11/4
Mon
 Working with Protege & Stardog

read: Protege documentation
read: Stardog Documentation
DO: Install Protege and Stardog
ppt: Protege, Stardog & Peeps (pdf)
OUT: HW4 (Protege)
18
11/6
Wed

Working with Protege, RUles

read: Semantic Web Primer 5.1-5.10
read: SWRL: a Semantic Web Rule Language
ppt: Owl and rules (pdf)

19
11/11
Mon

Rules and OWL

read: Semantic Web Primer 5.1-5.10
read: SWRL: a Semantic Web Rule Language
ppt: Owl and rules (pdf)

20
11/13
Wed

 


21
11/18
Mon

SPARQL

read: Chapter 3, Semantic Web Primer
ppt: sparql (pdf)
try: yasgui
22
11/20
Wed

SPARQL and DBpedia

 DUE: HW4 (Protege)
read: Chapter 3, Semantic Web Primer
ppt: sparql (pdf)
23
11/25
Mon
 RDF and tables

read: 7.6 Exposing Relational Databases, Semantic Web Primer
OUT: HW5 (SPARQL)
ppt: t2k (pdf)
ppt: rdf123 (pdf)
ppt: 20d2rq (pdf)
VIEW: R2DQ site and documents

24
11/27
Wed

OWL 2

read: OWL 2 Primer
read: OWL 2 New features and rationale
ppt: owl2 (pdf)
25
12/2
Mon

Adding knowledge in html, RDFa

read: RDFa 1.1 Primer
ppt: Knowledge in HTML ( pdf)
ppt: RDFa (pdf)
ppt: RDFa lite (pdf)

26
11/4
Wed

Microdata, schema.org,

view: schema.org site
ppt: Microdata (pdf)
ppt: Markup in JSON-LD (pdf)
DUE: HW5
27
12/9
Mon
 Wikidata, Freebase, Gooogle KG

PPT: Freebase ( pdf )
PPT: Wikidata (pdf)
PPT: Wikibase (pdf)

28
--
Wed
 Wikidata, Freebase, Gooogle KG

PPT: Wikidata (pdf)
PPT: Wikibase (pdf)

26 --
Mon
 Wrap Up

ppt: Trends ( pdf )
Review final
-- 12/?? ??? final exam final exam 3:30?-5:30?, in classroom (Fine Arts 306)