Difference between revisions of "CS6093/Lectures"

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'''''Make sure to check my.poly.edu for course announcements'''''
'''''Make sure to check my.poly.edu for course announcements'''''


"""Every week, you must write position papers for the papers in the Required Readings list"""
"Every week, you must write position papers for the papers in the Required Readings list"


== Week 1 - Jan 24 ==
== Week 1 - Jan 24 ==

Revision as of 19:57, 13 February 2012

Make sure to check my.poly.edu for course announcements

"Every week, you must write position papers for the papers in the Required Readings list"

Week 1 - Jan 24

  • Course overview (First day of classes!)

http://vgc.poly.edu/~juliana/courses/cs6093/Lectures/lecture1.pdf

  • Provenance and Workflows

http://vgc.poly.edu/~juliana/courses/cs6093/Lectures/provenance-workflows.pdf

Readings

  • Querying and Creating Visualizations by Analogy. Carlos E. Scheidegger, Huy T. Vo, David Koop, Juliana Freire and Claudio T. Silva. IEEE Transactions on Visualization and Computer Graphics, 13(6), pp. 1560-1567, 2007. Best paper in IEEE Visualization 2007.

Week 2 - Jan 31

  • Provenance and Workflows (cont.)

http://vgc.poly.edu/~juliana/courses/cs6093/Lectures/provenance-workflows.pdf

  • Discussion about literature search

Readings

same as last week

Week 3 - Feb 7

  • Information extraction: survey

http://vgc.poly.edu/~juliana/courses/cs6093/Lectures/information-extraction.pdf

Announcements

  • The topic winners were: Information Extraction, Deep Web, Relational Data on the Web, Web Schema Matching, NoSQL DB, Provenance in DB, Graph Indexing, Usable query interfaces
  • I will email to you preliminary assignments tomorrow

Assignment

  • Write a position paper for the article: ONDUX: on-demand unsupervised learning for information extraction

Readings

Some history and perspective:

Week 4 - Feb 14

  • Provenance and Databases
  • Graph Indexing

Assignment

  • Write 2 position papers --- one for each of the articles in the required reading for this week (see below)


Required Reading

  • Peter Buneman, Sanjeev Khanna, Wang Chiew Tan: Why and Where: A Characterization of Data Provenance. ICDT 2001: 316-330

http://db.cis.upenn.edu/DL/whywhere.pdf

    • Presenter: Fernando Seabra
    • Rebuttal: Joe Miller (tentative)

Additional Suggested Reading

  • A. Das Sarma, M. Theobald, and J. Widom. LIVE: A Lineage-Supported Versioned DBMS. Proceedings of the 22nd International Conference on Scientific and Statistical Database Management, Heidelberg, Germany, June 2010.

http://ilpubs.stanford.edu:8090/926/1/versioning-TR.pdf

  • Total Recall | Oracle Database

http://www.oracle.com/technetwork/database/focus-areas/storage/total-recall-whitepaper-171749.pdf

  • Answering pattern match queries in large graph databases via graph embedding

Lei Zou, Lei Chen, M. Tamer Özsu and Dongyan Zhao http://vgc.poly.edu/~juliana/courses/cs6093/Readings/graph-matching-vldbj2011

  • Chenghui Ren, Eric Lo, Ben Kao, Xinjie Zhu, Reynold Cheng: On Querying Historical Evolving Graph Sequences. PVLDB 4(11): 726-737 (2011)

http://vgc.poly.edu/~juliana/courses/cs6093/Readings/evolving-graphs-vldb11.pdf

Week 5 - Feb 21

  • NoSQL databases

Assignment

  • Write a position papers for the required papers

Required Reading

  • Parallel data processing with MapReduce: a survey. Lee et al, SIGMOD Record 2011

http://vgc.poly.edu/~juliana/courses/cs6093/Readings/lee-sigrec2011.pdf

Additional suggested reading

For additional suggested readings, see http://www.vistrails.org/index.php?title=CS6093/Selected_Papers_and_Topics

Week 6 - Feb 28

TBD

Week 7 - March 6

  • NoSQL Databases

Assignment

  • Write a position papers for the required papers

Required Reading

For additional suggested readings, see http://www.vistrails.org/index.php?title=CS6093/Selected_Papers_and_Topics

Week 8 - March 13

Spring break - no class

Week 9 - March 20

TBD

Week 10 - March 27

  • Web information integration

Assignment

  • Write a position papers for the required papers

Required Reading

Additional Reading


Week 11 - April 3

  • Wikipedia

Assignment

  • Write a position papers for the required papers

Required Reading

Additional Reading

Week 12 - April 10

  • Information extraction

Assignment

  • Write a position papers for the required papers

Required Reading

Additional Reading

Week 13 - April 17

  • Keyword queries over relational data

Assignment

  • Write a position papers for the required papers

Required Reading

Week 14 - April 24

Assignment

  • Write a position papers for the required papers

Required Reading

Week 15 - May 1

Project presentation