Professor Jeff Heflin
TTh 10:45am-noon, Packard 258
Regularly check here for updates about the class.
In this course you will learn what the Semantic Web and Linked Data are, and what these technologies enable. You will be introduced to many useful Semantic Web languages and tools. Finally, you will gain a broad understanding of the most challenging problems and what progress has been made towards solving these problems.
For details about course content, textbook, grading, assignments, and office hours, see the course syllabus.
Antoniou, Grigoris, Paul Groth, Frank van Harmelen, and Rinke Hoekstra. A Semantic Web Primer, Third Edition. MIT Press, Cambridge, MA, 2012. ISBN 978-0-262-01828-9.
Each assignment will be made available here after it is handed out in class. The online versions of the assignments are in PDF format.
Your readings will be listed below as they are assigned. Readings marked SWP are from our textbook, "A Semantic Web Primer." We will also read research papers and technical specifications, and I provide links to online versions of these documents. Usually this is in HTML or PDF format, although a few papers may be in PostScript or Compressed PostScript format. Also, each online reading assignment is followed by a reference (in brackets) that links to the complete citation for the paper. The citations for the entire reading list can be found here.
|Read SWP Ch. 1 (pp. 1-21)||1/17|
|Read SWP Sect. 2.1-2.6 (pp. 23-55)||1/22|
|Read SWP Sect. 2.8-2.9 (pp. 62-65)
Read An Introduction to RDF and the Jena RDF API
Read Sect. 3.1-3.3 (pp. 69-78)
|Read Sect. 3.4-3.10 (pp. 78-88)||1/29|
|Read Benchmarking Database Representations of RDF/S Stores [TCK05] Read Hexastore: sextuple indexing for semantic web data management [WKB08]||1/31|
|Read Tutorial - Manipulating SPARQL using ARQ Read Linked Data - The Story So Far [BHB09]||2/5|
|Read DBPedia: A Nucleus for a Web of Open Data [ABL07]
Read When owl:sameAs isn't the Same: An Analysis of Identity in Linked Data [HHM10]
|Read SWP Sect. 4.1 - 4.4.4 (pp. 91-111)
|Read SWP Sect. 4.4.5 - 4.6 (pp. 111-128)
|Read An Introduction to Description Logics [NB02]||2/19|
|Read Basic Description Logics [BN02], Sect. 2.1 - 2.2 (pp. 47-78)
Read Reducing OWL Entailment to Description Logic Satisfiability [HPS03]
|Read SWP Ch. 7 (pp. 193-213)||2/26|
|Read OWL Pizzas: Practical Experience of Teaching OWL-DL: Common Errors & Common Patterns [RDH04]
Read A Survey of the Web Ontology Landscape [WPH06]
|Read SWP Sect. 5.1-5.6 (pp. 131-155)
Read Description Logic Programs: Combining Logic Programs with Description Logic [GHV03]
|Read A Conjunctive Query Language for Description Logic ABoxes [HT00]
Read LUBM: A Benchmark for OWL Knowledge Base Systems [GPH05]
|Read SWP Ch. 6 (pp. 185-221)
Read A Case Study in Integrating Multiple E-commerce Standards via Semantic Web Technology [YHS09]
|Read ATOMate it! End-User Context Sensitive Automation using Heterogeneous Information Sources on the Web [VKA10]||3/21|
|Read A Comparison of Reasoning Techniques for Querying Large Description Logic ABoxes [MS06]||3/26|
|Read OWL reasoning with WebPIE: calculating the closure of 100 billion triples. [UKM10]||3/28|
|Read Schema Mediation in Peer Data Management Systems [HIS03]
|Read Using Reformulation Trees to Optimize Queries over Distributed Heterogeneous Sources [LiH10]||4/4|
Read The Pathetic Fallacy of RDF [KS06]
Read Cross-Ontology Question Answering on the Semantic Web - an initial evaluation. [LSU09]
|Read A Survey of Schema-Based Matching Approaches [SE05]||4/11|
Read two of:
Read Adaptive Information Extraction: Core Technologies for Information Agents [KT03]
and one of:
Read two of:
Read SWP Ch. 8 (pp. 221-225)
and one of:
The following sites contain additional information about the Semantic Web that you may find interesting.