A Study of Knowledge Sharing Service Using Ontology and Technology-A Case of Music Recommendation System
柯得翔、楊豐兆
E-mail: 9607619@mail.dyu.edu.tw
ABSTRACT
The music recommendation services, now looking for the users’ favorite music information through the network in trend, through the music recommendation services, we can understand the music styles which have the singers or songs information. These kind of music recommendation services based on the user input search strings using the words than to recommend reaching the results. But such an approach has produced the results are not accurate; the user will be unable to get the results that they really want. This research is based on ontology and with the assisting of the interface agent, to the field of music knowledge, construct the music ontology through TOVE (Toronto Virtual Enterprise) ontology engineering method, analysis the field of music knowledge through TOVE ontology engineering method and define every classification of music knowledge, clear standardization, and define the relation between the classification and attribute, even set up inference rule on the other hand, using the inference engine to carry on the inference to the music ontology . In this research we build ontology in the music field, and construct the music knowledge recommendation system. Users can use the system interface for semantic search, find and retrieve the related information correlated with retrieval term, users filter the unnecessary music information to be more suitable, and reaching the service of sharing knowledge and knowledge reuse.
Keywords : ontology ; knowledge sharing ; music ; TOVE ; semantic Table of Contents
中文摘要．．．．．．．．．．．．．．．．．．．．．．． iii 英文摘要．．．．．．．．．．．．．．．．．．．．．
．． iv 誌謝辭．．．．．．．．．．．．．．．．．．．．．．．． v 內容目錄．．．．．．．．．．．．．．．．．．
．．．．． vi 表目錄．．．．．．．．．．．．．．．．．．．．．．．． viii 圖目錄．．．．．．．．．．．．．．．
．．．．．．．．． ix 第一章 緒論．．．．．．．．．．．．．．．．．．．． 1 第一節 研究背景．．．．
．．．．．．．．．．．． 1 第二節 研究動機．．．．．．．．．．．．．．．． 2 第三節 研究目的．
．．．．．．．．．．．．．．． 3 第四節 研究範圍與限制．．．．．．．．．．．．． 5 第五節 研究 流程．．．．．．．．．．．．．．．． 6 第六節 論文架構．．．．．．．．．．．．．．．． 8 第二章 文 獻探討．．．．．．．．．．．．．．．．．． 9 第一節 知識本體(ontology) ．．．．．．．．．．． 9 第二 節 本體論語言．．．．．．．．．．．．．．． 12 第三節 知識本體工程法．．．．．．．．．．．．． 16 第四節 開放音樂計畫．．．．．．．．．．．．．． 20 第五節 軟體代理人．．．．．．．．．．．．
．．． 21 第六節 知識分享．．．．．．．．．．．．．．．． 21 第七節 Protege知識本體編輯器．．．
．．．．．． 22 第三章 系統需求分析．．．．．．．．．．．．．．．． 23 第一節 系統架構．．．．．．
．．．．．．．．．． 23 第二節 使用者需求分析．．．．．．．．．．．．． 25 第三節 系統特色．．
．．．．．．．．．．．．．． 33 第四章 系統核心設計．．．．．．．．．．．．．．．． 35 第一節 知識 本體設計．．．．．．．．．．．．．． 35 第二節 知識本體分析．．．．．．．．．．．．．． 35 第三節 知識本體工程建置．．．．．．．．．．．． 36 第五章 系統實作與效能評估．．．．．．．．．．．．． 47 第一節 系統開發工具與環境．．．．．．．．．．． 47 第二節 系統介面與功能．．．．．．．．．．．
．． 47 第三節 系統評估．．．．．．．．．．．．．．．． 55 第六章 結論與未來展望．．．．．．．．．
．．．．．． 60 第一節 研究成果．．．．．．．．．．．．．．．． 60 第二節 未來研究方向．．．．
．．．．．．．．．． 61 參考文獻 ．．．．．．．．．．．．．．．．．．．．．． 63 REFERENCES
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