English  |  正體中文  |  简体中文  |  Post-Print筆數 : 27 |  Items with full text/Total items : 109952/140903 (78%)
Visitors : 46051652      Online Users : 899
RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
Scope Tips:
  • please add "double quotation mark" for query phrases to get precise results
  • please goto advance search for comprehansive author search
  • Adv. Search
    HomeLoginUploadHelpAboutAdminister Goto mobile version
    政大機構典藏 > 資訊學院 > 資訊科學系 > 學位論文 >  Item 140.119/38547
    Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/38547


    Title: 詞義相似度的社會網路分析研究
    A study on word similarity with social network analysis
    Authors: 溫文喆
    Contributors: 劉吉軒
    溫文喆
    Keywords: 社會網路分析
    詞義相似度
    Social Network Analysis
    Word Similarity
    Date: 2008
    Issue Date: 2010-04-09 13:29:59 (UTC+8)
    Abstract: 社會網路分析(social network analysis)將社會關係以網路形式表示,從原本純粹分析社會互動的工具,到近年來被廣泛被應用在社會學、組織研究、資訊科學、生物學、語言學等各種領域,藉由引入數學圖學理論與與日益精進的電腦處理能力,使得社會網路分析能從有別於以往的角度找出個體間行動的規律;而詞義相似度(word similarity)是資訊檢索等技術發展的基礎課題之一,近年來對詞義相似度的量測有許多方法的提出。

    本研究針對英語字詞利用社會網路分析這樣的工具,藉由提出不同的網路建構方式,以語料庫為資料來源,設定網路節點與連結關係,以共現網路(co-occurrence networks)為基礎,經由改變產生與篩選的條件,觀察以社會網路分析已有的性質或指標做調整,是否可以對詞義相似度提供另一種量測方式;同時以目前詞義相似度研究上已有同義詞標準評比對前述產生的網路與所計算的性質做驗證,並進一步探討使用社會網路分析在詞義相似度研究上的適用性。
    Reference: [1]Wasserman, S. and Faust, K. (1994). Social network analysis: Method and application. New York: Cambridge Press.
    [2]Freeman, L.C. (2004). The development of social network analysis. Vancouver, Canada: Empirical Press.
    [3]Batagelj, V. and Mrvar, A. (1998). Pajek-program for large network analysis. Connections, 21(2), 47-57.
    [4]熊瑞梅,「社會網路的資料搜集、測量及分析」,社會調查與分析,台北,民國84年6月,頁313-356
    [5]Rada, R., Mili, H., Bicknell, E. and Blettner, M. (1989). Development and application of a metric on semantic nets. IEEE Transactions on Systems, Man, and Cybernetics, Part A, 19(1), 17-30.
    [6]Mika, P. (2007). Ontologies are us: A unified model of social networks and semantics. Web Semantics: Science, Services and Agents on the World Wide Web, 5(1), 5-15.
    [7]Hull, D.A. (1996). Stemming algorithms: A case study for detailed evaluation. Journal of the American Society for Information Science, 47(1), 70-84.
    [8]Xu, J. and Croft, W.B. (1998). Corpus-based stemming using cooccurrence of word variants. ACM Transactions on Information Systems, 16(1), 61-79.
    [9]Turney, P. (2001). Mining the web for synonyms: PMI-IR versus LSA on TOEFL. ECML 2001, 491-502.
    [10]Landauer, T. and Dumais, S. (1997). A solution to Plato`s problem: A latent semantic analysis theroy of the acquisition, induction and representation of knowledge. Psychological Review, 104, 211-240.
    [11]Adamic, L.A. And Adar, E. (2003). Friends and Neighbors on the Web. Social Networks, 25(3), 211-230.
    Description: 碩士
    國立政治大學
    資訊科學學系
    96753033
    97
    Source URI: http://thesis.lib.nccu.edu.tw/record/#G0096753033
    Data Type: thesis
    Appears in Collections:[資訊科學系] 學位論文

    Files in This Item:

    File Description SizeFormat
    303301.pdf118KbAdobe PDF2694View/Open
    303302.pdf116KbAdobe PDF2749View/Open
    303303.pdf146KbAdobe PDF2870View/Open
    303304.pdf156KbAdobe PDF2983View/Open
    303305.pdf206KbAdobe PDF21342View/Open
    303306.pdf252KbAdobe PDF23546View/Open
    303307.pdf301KbAdobe PDF21217View/Open
    303308.pdf245KbAdobe PDF21137View/Open
    303309.pdf284KbAdobe PDF2958View/Open
    303310.pdf151KbAdobe PDF2806View/Open
    303311.pdf161KbAdobe PDF2772View/Open


    All items in 政大典藏 are protected by copyright, with all rights reserved.


    社群 sharing

    著作權政策宣告 Copyright Announcement
    1.本網站之數位內容為國立政治大學所收錄之機構典藏,無償提供學術研究與公眾教育等公益性使用,惟仍請適度,合理使用本網站之內容,以尊重著作權人之權益。商業上之利用,則請先取得著作權人之授權。
    The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

    2.本網站之製作,已盡力防止侵害著作權人之權益,如仍發現本網站之數位內容有侵害著作權人權益情事者,請權利人通知本網站維護人員(nccur@nccu.edu.tw),維護人員將立即採取移除該數位著作等補救措施。
    NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.
    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - Feedback