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研究生:柯得翔
研究生(外文):De-Shiang Ke
論文名稱:應用知識本體與代理人技術於知識分享服務之研究-以音樂知識推薦系統為例
論文名稱(外文):A Study of Knowledge Sharing Service Using Ontology and Technology-A Case of Music Recommendation System
指導教授:楊豐兆楊豐兆引用關係
指導教授(外文):Feng-Chao Yang
學位類別:碩士
校院名稱:大葉大學
系所名稱:資訊管理學系碩士班
學門:電算機學門
學類:電算機一般學類
論文種類:學術論文
論文出版年:2007
畢業學年度:95
語文別:中文
論文頁數:73
中文關鍵詞:知識本體知識分享音樂知識本體工程法語意
外文關鍵詞:ontologyknowledge sharingmusicTOVEsemantic
相關次數:
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  • 收藏至我的研究室書目清單書目收藏:4
現今音樂推薦服務是透過網路找尋使用者喜好的音樂資訊。透過音樂推薦服務,能了解各種音樂風格資訊中有哪些歌手或歌曲。以往的音樂推薦服務是使用者輸入檢索詞利用字串的比對來獲得推薦結果,但是此一方式所產生出來的結果並不精確,使用者經常無法得到真正想要的結果。
本研究在介面代理人的輔助下以本體論為基礎,針對音樂領域的知識,透過TOVE (Toronto Virtual Enterprise)知識本體工程方法建立音樂知識本體,分析音樂領域的知識與定義音樂中的每一個類別,以明確的規格化並且定義類別、屬性之間的關聯,同時也建立推論規則,應用推論引擎對知識本體進行推論。
本研究以音樂領域建立知識本體,建構音樂知識推薦系統,使用者可以透過此系統介面進行語意檢索,找出與檢索詞語意相關的資訊,讓使用者過濾不必要的音樂資訊得到更適合的結果,並且達成知識分享與知識再利用的目的。
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.
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  Protégé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
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