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035 _a.b1059520x
099 9 _aAIT Thesis no. CS-94-44
100 1 _aMantoro, Teddy
245 1 2 _aA self-organizing map approach for the discovery of shared interest
260 _aBangkok :
_bAsian Institute of Technology,
_c1994
300 _a96 leaves
490 1 _aThesis ;
_vno. CS-94-44
500 _aA thesis submitted in partial fulfillment of the requirement for the degree of Master of Science, School of Engineering and Technology
502 _aThesis (M.Sc.) - Asian Institute of Technology, 1994
520 _aInternet is one of the fastest growing human-constructed phenomena in history. The explosive growth of the Internet has brought with it corresponding growth in the amount of information available. A fundamental problem confronting users of such network is how to cluster people by shared interest to support interpersonal resources discovery, based on electronic mail communication patterns. This research is concerned with the clustering of nodes based on electronic mail communication. Such clusters will be useful to discover shared interests between the users, and between users and resources. We have developed an approach based on self organizing maps to partition an arbitrary network of communication into clusters representing shared interests. The method has been compared with graph partition methods.
650 0 _aInternet (Computer network)
650 0 _aElectronic mail systems
700 1 _aSadananda, Ramakoti,
_eChairperson
700 1 _aYulu, Qi,
_eExamination Committee
700 1 _aHawkey Roger,
_eExamination Committee
710 2 _aASDU Staff (No Donor) Asian Institute Of Technology,
_eScholarship Donor
810 2 _aAsian Institute of Technology.
_tThesis ;
_vno. CS-94-44
856 _3Full-Text
_uhttp://203.159.5.9/ait-thesis/detail.php?q=B15770
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