Sistem Pengenal Akhir Kalimat Dengan Metode Pembelajaran Feed Forward Jaringan Syaraf Tiruan

Julian Supardi, Julian Sistem Pengenal Akhir Kalimat Dengan Metode Pembelajaran Feed Forward Jaringan Syaraf Tiruan. In: SemanTIK 07, 19 Juli 2007, IBI Darmajaya BDL.

[img]
Preview
PDF - Published Version
Download (125Kb) | Preview

    Abstract

    Sentence is an important element in text processing. Period is one of symbols that marks the end of a sentence. On the other hand, period is also used as marking for abbreviation, narrative list, etc. So, there is ambiguity if we find a period in a sentence since it can be the end of sentence, abbreviation, or narrative list. This research uses the artificial neural network to build a system to resolve the ambiguity, i.e., the system can automatically determine whether a period is the end of the sentence or not. Feed-forward neural network is used to learn the relation between the function of period and its surrounding words. Experiments show that after the learning process, the system can accurately determine whether a period is the end of the sentence or not, except in some special cases. Key word: end of sentence, neural network, text, special cases, learning process

    Item Type: Conference or Workshop Item (Paper)
    Subjects: T Technology > Computer Engineering
    Divisions: Faculty of Computer Science > Department of Informatics Engineering
    Depositing User: supardi julian
    Date Deposited: 03 Dec 2013 09:58
    Last Modified: 03 Dec 2013 09:58
    URI: http://eprints.unsri.ac.id/id/eprint/3044

    Actions (login required)

    View Item