Clustering Web documents from the Internet (Record no. 18179)

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005 - DATE AND TIME OF LATEST TRANSACTION
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fixed length control field 100500s1999 th uzm rtt 00| a1eng d
035 ## - SYSTEM CONTROL NUMBER
System control number .b11787740
099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC)
Classification number AIT Thesis no. CS-99-2
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Li, Xiaoge
245 10 - TITLE STATEMENT
Title Clustering Web documents from the Internet
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Bangkok :
Name of publisher, distributor, etc. Asian Institute of Technology,
Date of publication, distribution, etc. 1999
300 ## - PHYSICAL DESCRIPTION
Extent 49 p.
490 1# - SERIES STATEMENT
Series statement Thesis ;
Volume/sequential designation no. CS-99-2
500 ## - GENERAL NOTE
General note A thesis submitted in partial fulfillment of the requirements for the degree of Master of Science, School of Engineering and Technology
502 ## - DISSERTATION NOTE
Dissertation note Thesis (M.Sc.) - Asian Institute of Technology, 1999
520 ## - SUMMARY, ETC.
Summary, etc. Users of Web search engines are often forced to shift through the long ordered list of document returned by the engines. The information retrieval community has explored document clustering as an alternative method of organizing retrieval results, but the clustering technique has not to be developed on major search engines up to now. In this work, we have presented a novel methodology for ordering display web search, together with a browsing interface for exploring the results of ordered map of document space. The method, based on the Self-organizing Maps, performs a completely automatic and unsupervised full text analysis of the web search. The data is collected from Yahoo! and MetaCrawler search engine. The web documents are represented by their word frequency histograms, and high dimensions are reduced by " word stop list" It is important to select appropriate term weighting methods for getting good maps. The results show that each document is mapped onto some grid point, with a link from this point to the document database. The documents are ordered on the grid according to their contents and neighboring documents can be browsed readily.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element World Wide Web (Information retrieval system)
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Sadananda, Ramakoti,
Relator term Chairperson
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Devadason, Francis Jawahar,
Relator term Examination committee
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Jian-Guo, Zhang,
Relator term Examination committee
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Employee Student,
Relator term Scholarship donor
810 2# - SERIES ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Asian Institute of Technology.
Title of a work Thesis ;
Volume/sequential designation no. CS-99-2
856 ## - ELECTRONIC LOCATION AND ACCESS
Materials specified Full-Text
Uniform Resource Identifier <a href="http://203.159.5.9/ait-thesis/detail.php?q=B12663">http://203.159.5.9/ait-thesis/detail.php?q=B12663</a>
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Cataloger's initials, CIN (RLIN) 000510
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Koha item type 22-AIT Thesis (Replacement)
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type 40-Archives
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Barcode Barcode : 30050120675375
CREATED CREATED : 2013-11-20
RECORD Id RECORD # : i12747087
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Barcode Barcode : 30050120355119
CREATED CREATED : 2016-06-15
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Holdings
Withdrawn status Lost status Damaged status Not for loan Home library Current library Shelving location Date acquired Cost, normal purchase price Total checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type
      Available for Loans Asian Institute of Technology Library Asian Institute of Technology Library AIT Publications 17/08/2026 50.00   AIT Thesis no. CS-99-2 30050120675375 17/08/2026 3 17/08/2026 22-AIT Thesis (Replacement)
      Available for Loans Asian Institute of Technology Library Asian Institute of Technology Library Archives 17/08/2026     AIT Thesis no. CS-99-2 30050120355119 17/08/2026   17/08/2026 40-Archives
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