Graduate School
Course: À¥ µ¥ÀÌÅͺ£À̽º , Web
Database, 1nd Semester, 2007, °øÇаü 105È£
Goal
of this Course
- Learn comprehensive coverage of concepts and
technique for Web and Database Issues and study recent research results
through paper working
- By doing term project, each student can do
personal data mining research project.
Textbook and
Slide informations
Assignments and
Evaluation
- Report and Term Project: 30%, Paper
Presentation: 10 %, Final Exam: 50 %, Attendance and others: 10%
- Paper Presentation and Term Project
Course Schedule
(tentative and can be changed)
* °ÀÇÀÚ·á´Â »çÀ̹ö°Àǽǿ¡
ÀÖÀ½.
- 1/2nd week: Smart Tagging for Semantic Web
(Refer: Semantc Web 2.0 Conference, 2007.2.13, COEX)
- 3rd Week: Wikimedia Social Software and
Semantic Wikipedia
- 4th week: DBPEDIA http://dbpedia.org/docs/
- 5th
Week: Section
9.1. Graph Mining
- 6-8th
week: Section
9.2. Social Network Analysis
- 9th
Week: Section
9.3. Multirelational Data Mining
- CrossClassification
- Term Project ¼öÇà°èȹ¼ Á¦Ãâ: ´ÙÀ½ ÁÖ¿¡ 3ºÐ°£ ¹ßÇ¥.
- 10th
Week(5/9): Section
9.3. Multirelational Data Mining
- 11th
Week(5/16): Chap 10.2: Mining Web Linkage Structures
- 12th Week (5/23) Chap 10: Object, Spatial Multimedia, Text and Web data
- 13th Week(5/30): Other Issues
- 14th Week(6/6): Official Holiday, Term Project Work week.
- 15th
Week(6/13): Term Project Presentation & Final Exam.
- 7ºÐ¹ßÇ¥, 3ºÐ Q&A, º¸°í¼ Á¦Ãâ (Single Column, Á¤º¸°úÇÐȸ Çмú´ëȸ Çü½Ä)
- ½ÃÇè 50ºÐ, Open Book & Material.
- Other
Issues:
- Formal
Concept Analysis
- Contents Protection: New Copyright, Creative Commons.
- Web
Ontology OWL and Semantic Ontology
Âü°íÀÚ·á
»çÀÌÆ®
Project Candidate
- 6¿ù 13ÀÏ ¼ö¿äÀÏ, ÇÁ·ÎÁ§Æ® °á°ú ¹ßÇ¥ ¹× º¸°í¼ ÀÛ¼º Á¦Ãâ
- ÀÌÁø¼÷, Ontology Development: Upper Ontologyµî ÀÌ¿ë
- °ûÁ¤¾Ö, ¿ÂÅç·ÎÁö ÅëÇÕ ½Ã½ºÅÛ °³¹ß
- À̼±¼÷, Folksonomy Extension
- ÃÖÀ±Èñ, Photo Mosaic Application
- ÀÌÀ±°æ, Ontology based information system development => ÄÄÇ»ÅÍºÐ¾ß ÁÖÁ¦ ¿ÂÅç·ÎÁö ±¸Ãà ¹× ³í¹® °Ë»ö½Ã½ºÅÛ
- ÇѼÒÈñ, Semantic Media Wiki »çÀÌÆ® ±¸Ãà => Event Site±¸Ãà
- ¹®ÀÏÇü, RDF DB ¹× SPARQL Ȱ¿ë ½Ã½ºÅÛ ±¸Ãà => Ontology based Search Engine
- ¹ÚÀ±Á¤, Social Network Analysis
- ¼Û¼ö°æ, D2R Server : Publishing Relational Databases on the Semantic
Web
- RDF Storage Indexing
- FOAF µ¥ÀÌÅÍ ¸¶ÀÌ´×, ºê¶ó¿ìÀú °³¹ß
- SKOS ToolÀ» »ç¿ëÇÏ¿©
ÀÀ¿ë»çÀÌÆ® ±¸ÃàÇϱâ
- Semantic Media Wiki Extension
- Semantic Web Site Development
Papers (Ãßõ ³í¹® ¸ñ·Ï)
- 4¿ù 4ÀÏ, °ûÁ¤¾Ö, Seksun
Suwanmanee(LIRIS Laboratory University of Lyon 1 Villeurbanne,
France)
Philippe Thiran(AIS Group, Computer Science Department Eindhoven University of
Technology Eindhoven, the Netherlands), "OWL-Based Approach for
Semantic Interoperability," Proceedings of the 19th International
Conference on Advanced Information Networking and Applications
(AINA¡¯05)
- 4¿ù 11ÀÏ, À̼±¼÷,
Collaborative thesaurus tagging the
wikipedia way by Jacov Voss [[Wikimetrics]]
- 4¿ù 18ÀÏ, ÃÖÀ±Èñ,
Sergey Chernov, Tereza Iofciu, Wolfgang
Nejdl, Xuan Zhou, "Extracting Semantic Relationships between Wikipedia
Categories," 1st International Workshop: "SemWiki2006 - From Wiki to
Semantics" (SemWiki 2006), co-located with ESWC 2006 in Budva, Montenegro,
June 12, 2006.
- 5¿ù 2ÀÏ, ÀÌÁø¼÷, ¡°Data Processing in
Space, Time and Semantics Dimension¡± Farshad
Hakimpour, Boanerges Aleman-Meza, Matthew Perry and Amit Sheth, University of
Georgia, USA. Paper,
Terra Cognita 2006
- 5¿ù 9ÀÏ, ¹®ÀÏÇü, Uta Priss(School of Computing, Napier University),
Formal Concept Analysis in Information Science In: Cronin, Blaise (ed.), Annual Review of Information Science and
Technology. Vol 40, 2006, p. 521-543.
- 5¿ù 16ÀÏ, ¹ÚÀ±Á¤, Vizster: Visualizing Online Social Network
- 5¿ù 16ÀÏ, ¼Û¼ö°æ, Omar Benjelloun et al.,
Generic Entity Resolution in the SERF Project, IEEE Data
Engineering Bulletin, June 2006, Link:[PDF] Generic Entity Resolution in the SERF
Project
- 5¿ù 23ÀÏ,ÇѼÒÈñ, [PDF] Index Structures and
Algorithms for Querying Distributed RDF , The Thirteenth International World Wide Web Conference in New
York(May 17-22 2004)
- 5¿ù
30ÀÏ ÀÌÀ±°æ, Indrajit
Bhattacharya et al., "Query Time Entity Resolution," Proc. of ACM SIGKDD 2006
Conference, August 20-23, 2006
- [PDF] An Application of Boosting to Graph Classification,
- "Data Processing in Space, Time and Semantics
Dimensions" (International Workshop Terra
Cognita - Geospatial Semantic Web, November 6th, 2006)
- http://lsdis.cs.uga.edu/projects/semdis/
- [PDF]
Marginalized Kernels Between Labeled Graphs
- [PDF]
A Survey of Kernels for Structured
Data
- SVM Tutorial Paper
- [PDF]
Block-level Link
Analysis by Microsoft, Block level
PageRank and HITS
- Information NetworkingÀÇ Reading list
- SUBDUE related paper http://cygnus.uta.edu/subdue/
- [PDF]
Link-based
Classification using Labeled and Unlabeled Data
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