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1K2-IOS-1b-2 A Personalized Thai Consonant-only Input Method for Smartphones

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06月12日(Tue) 15:30〜20:00 K会場(-ゆ~あいプラザ山口県社会福祉会館/第1会議室(81))
1K2-IOS-1b International Organized Session「Application Oriented Principles of Machine Learning and Data Mining (2)」

演題番号1K2-IOS-1b-2
題目A Personalized Thai Consonant-only Input Method for Smartphones
著者Ballungpattama Panithan(Sirindhorn International Institute of Technology, Thammasat University)
Tungthamthiti Piyoros(Sirindhorn International Institute of Technology, Thammasat University)
Nattee Cholwich(Sirindhorn International Institute of Technology, Thammasat University)
時間06月12日(Tue) 16:00〜16:30
概要Nowadays mobile phones equipped with a touch screen become popular among many groups of users because of their various features. Inputting text on these devices is mainly done through an on-screen keyboard which displays a set of characters to users, and allows them to select the characters they want to input. Because of the number of characters in Thai language, and the limited size of touch screens, a character is basically allocated a small area. It is difficult for users to accurately touch on their preferred characters. In this paper, we propose a technique to improve the accuracy of Thai text input by applying the concept of learning to rank to select a set of appropriate candidate words using users' touch points and statistical information related to each candidate word. This technique allows the input method to adapt itself based on the characteristics and preferences of users.
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