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Introduce MIKETM lab

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Got another 20m2 from old PRG area of Dr.Putchong in 1999. 3 master degree ... 1 under the royal golden jubilee program, 1 from CRN, and 1 from Thai gov. fund. ... – PowerPoint PPT presentation

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Title: Introduce MIKETM lab


1
Introduce MIKETM lab
  • Massive Information Knowledge Engineering
  • Department of Computer Engineering
  • Kasetsart University, Bangkok
  • Thailand.

http//mike.cpe.ku.ac.th
GoogleTM not approved yet, but soon!
V2006
2
Current members
3
Something deserved to remember
  • Founded on 1998 in Dr.Arnons office, 16m2 area.
  • Dr.Putchong named us, MIKE.
  • Got another 20m2 from old PRG area of Dr.Putchong
    in 1999.
  • 3 master degree students, 8 Eng. students.
  • The first generation of computing equipments was
    collected from waste area of the other labs in
    the department.
  • First fund, 12000 baht, from Dr. Sumnuk, the head
    department to buy a hard disk.

4
Then and now
  • MIKETM area on the 7th floor, department of
    computer engineering, around 50m2.
  • 3 Ph.D. students, but 6-7 Ph.D. students during
    the meeting.
  • 1 under the royal golden jubilee program, 1 from
    CRN, and 1 from Thai gov. fund.
  • Others come from inter-lab (HPCNC, KU-CS) and
    inter-university (Chula) collaboration.
  • 4 master students (2 active and 2 passive) and
    around another 10 golden fishes if we counts them
    as always. _)
  • No Eng. Students for a moment.

5
What we do
  • Anything concerning search and management of both
    information and knowledge on the Internet.
  • Gathering and storage
  • Management (analyze, synthesize, index, )
  • Utilization (Search Engine interface)
  • Parallel and cluster computing of the above
    applications.
  • Distributed and grid computing of the above
    applications.
  • Bio-informatics.

6
Information Gathering Storage
  • Topic specific web spider (Journal link ?)
  • Collect only relevant pages of interested topics
    from the Internet.
  • Use machine learning technique to learn from
    passed crawling experiences and build a new
    knowledge.
  • Language specific web spider
  • TGIST 2006 fund under the collaboration with
    rdi5-NECTEC. ?
  • Dig the Internet to find web page in a specific
    language.
  • Region web spider
  • Cooperative information gathering using Grid
    computing infrastructure.

7
Information Management
  • Web link analysis
  • Web link spammer detection and correction
  • Identify spamming cluster and recalculate un-bias
    scores
  • Parallel adaptive PageRank computation
  • Mixed MPI Threads model on dual Intel
    quadruple cores
  • Age-based PageRank computation
  • Calculate PR according to the pages age
  • Web crawling refresh model
  • Model the update behavior of web pages on the
    Internet
  • Content aware PageRank computation

8
Information Management (2)
  • Indexing
  • PWORMs (Vector Space based retrieval system)
  • Lucene with PageRank
  • Image retrieval
  • Automatic images annotation
  • Web mining (under inter-lab and inter-U
    collaboration)
  • Parallel data mining
  • Distributed data mining algorithm

9
Information Utilization
10
Bio-Informatics
  • Classification on Medical dataset
  • Predict trend of prognosis
  • Discovering new knowledge
  • Extract new knowledge of medical term for
    treatments from medical database.

11
Computing resources that we can dig
  • From HPCNC
  • 6 nodes of dual Intel quadruple cores, 3.2 GHz,
    64 Gbtye.
  • From the KU computing service dept.
  • 32 nodes of dual Opteron 240 cores, 1.4Ghz, 323
    Gbyte.
  • ApGrid F32 cluster
  • 260 nodes of dual Xeon cores, 3GHz, 2603 Gbyte.

12
Publications
  • Ask DBLP
  • Ask citeseer
  • Ask Google
  • Ask Vivisimo
  • or ask www.kartoo.com if you like.

13
Contact us
  • Massive Information Knowledge Engineering
  • Dept. of computer engineering
  • Faculty of Engineering
  • Kasetsart University, Bangkok, Thailand.
  • arnon_at_mikelab.net
  • http//mike.cpe.ku.ac.th
  • ????????????????????????? ?????????????????????
  • ???? E707 ???? 7 ???????????????????????????????
  • ????????????????? ?????????????????????? ???????
    10900
  • ???????? 02-9428555 ??? 1429, 1449

Thank you for your attention.
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