TAILIEUCHUNG - Báo cáo khoa học: "Hypertext Authoring for Linking Relevant Segments of Related Instruction Manuals"

Recently manuals of industrial products become large and often consist of separated volumes. In reading such individual but related manuals, we must consider the relation among segments, which contain explanations of sequences of operation. In this paper, we propose methods for linking relevant segments in hypertext authoring of a set of related manuals. Our method is based on the similarity calculation between two segments. Our experimental results show that the proposed method improves both recall and precision comparing with the conventional t f . idf based method. . | Hypertext Authoring for Linking Relevant Segments of Related Instruction Manuals Hiroshi Nakagawa and Tatsunori Mori and Nobuyuki Omori and Jun Okamura Department of Computer and Electronic Engineering Yokohama National University Tokiwadai 79-5 Hodogaya Yokohama 240-8501 JAPAN E-mail nakagawa@ mori ohmori jun Abstract Recently manuals of industrial products become large and often consist of separated volumes. In reading such individual but related manuals we must consider the relation among segments which contain explanations of sequences of operation. In this paper we propose methods for linking relevant segments in hypertext authoring of a set of related manuals. Our method is based on the similarity calculation between two segments. Our experimental results show that the proposed method improves both recall and precision comparing with the conventional tf idf based method. 1 Introduction In reading traditional paper based manuals we should use their indices and table of contents in order to know where the contents we want to know are written. In fact it is not an easy task especially for novices. Recent years electronic manuals in a form of hypertext like Help of Microsoft Windows became widely used. Unfortunately it is very expensive to make a hypertext manual by hand especially in case of a large volume of manual which consists of several separated volumes. In a case of such a large manual the same topic appears at several places in different volumes. One of them is an introductory explanation for a novice. Another is a precise explanation for an advanced user. It is very useful to jump from one of them to another of them directly by just clicking a button of mouse in reading a manual text on a browser like NetScape. This type of access is realized by linking them in hypertext format by hypertext authoring. Automatic hypertext authoring has been focused on in these years and much work has been done. For instance Basili

• Báo cáo khoa học
• Hypertext Authoring
• Linking Relevant Segments
• Related Instruction Manuals
• báo cáo khoa học
• mô hình ngôn ngữ
• xử lý ngôn ngữ tự nhiên
• Bài giảng Xử lý ngôn ngữ tự nhiên
• Ngôn ngữ tự nhiên
• Kỹ thuật lập trình
• Xử lý nhập nhằng ngữ nghĩa
• Xử lý ngữ nghĩa
• Xử lý ngôn ngữ
• Natural Language Processing
• Ngôn ngữ lập trình
• Nhập nhằng cấu trúc
• Tri thức về ngôn ngữ
• Mô hình n gram
• Dịch máy
• Phương pháp dịch máy
• Hiểu ngôn ngữ
• Phân tích ngữ nghĩa
• Phân loại tin tự động
• Biểu diễn vị từ
• Thuộc tính về sự kiện
• Thuộc tính về sự kiện
• Mô hình ngôn ngữ Google Book N grams
• Mô hình ngôn ngữ KenLM
• Phương pháp làm mịn
• Tách từ tiếng Việt
• Gán nhãn từ loại
• Phân tích cú pháp
• Nghĩa từ vựng
• Phân giải nhập nhằng từ
• Phân loại văn bản
• Lexical chain
• Phản hồi thông tin
• Bài toán PTCP
• Cấu trúc ngữ pháp
• Phân tích cú pháp xác suất
• CKY kết hợp xác suất
• Văn phạm phi ngữ cảnh xác suất
• Hình thái học