跳到主要內容

臺灣博碩士論文加值系統

(34.236.36.94) 您好!臺灣時間:2021/07/24 21:22
字體大小: 字級放大   字級縮小   預設字形  
回查詢結果 :::

詳目顯示

我願授權國圖
: 
twitterline
研究生:蔡俊毅
研究生(外文):Chun-i Tsai
論文名稱:採用引用分析尋找關鍵文獻之專家系統
論文名稱(外文):Key Paper Expert System Using Citation Analysis
指導教授:陳年興陳年興引用關係
指導教授(外文):Nian-shing Chen
學位類別:碩士
校院名稱:國立中山大學
系所名稱:資訊管理學系研究所
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:79
中文關鍵詞:引用分析關鍵文獻資料探勘專家系統
外文關鍵詞:Expert SystemData MiningCitation AnalysisKey Paper
相關次數:
  • 被引用被引用:1
  • 點閱點閱:138
  • 評分評分:
  • 下載下載:0
  • 收藏至我的研究室書目清單書目收藏:0
近年來由於網際網路的蓬勃發展,許多學術文獻資料庫也跟隨著快速增長,然而由於文獻資料庫的量不只龐大且繁雜,使用者很容易迷失在大量的搜尋結果之中,並且受到資料庫及期刊收錄範圍的限制。近年來引用分析(Citation Analysis)已經被廣泛的應用在許多領域,因此本研究利用引用分析建立專家系統來針對文獻資料庫中的文章進行分析,進一步找出重要程度與影響力較高,足以代表此一領域的「關鍵文獻」。此外由於引用分析又可分為直接引用和間接引用,過去研究大多採直接引用,並未整合間接引用,有學者指出間接引用具有其價值存在,因此本研究提出了完整引用的計算公式,整合直接引用及間接引用來建立尋找關鍵文獻之專家系統,除了協助使用者找出更正確的關鍵文獻外,並且以視覺化的方式呈現文獻與文獻之間的關係給使用者參考。最後本研究利用資管領域的六大期刊共7579篇文章進行分析,從中萃取出了129114篇文獻引用資料評估此系統的正確性,研究結果發現,本研究間接引用會造成些微影響,但是直接引用和完整引用都能判斷出正確的關鍵文獻,並且能發現資料範圍外的關鍵文獻,甚至包含了相關重要書籍,而在找尋關鍵文獻時,只需針對該領域前三大期刊進行分析,不必將所有的資料範圍收錄。
Recently, Internet has been used widely. Many scholar digital libraries have also followed this trend and grown up quickly. However, information in these digital libraries is complex and huge. Users are difficult to discover papers they need; instead, they often get lost in the information. When they search these digital libraries, they are also limited to the documents which are embodied in these digital libraries, and can not locate important papers in other journals. Citation Analysis has been used in many areas and it is used in this research to build an expert system. Further, we will discover important papers which can represent these research areas. We called these papers as “Key Papers”. A citation can be classified by its relation as “Direct Citation” and “Indirect Citation”. Many researchers showed that indirect citations held influence, but in the past they just used direct citations to calculate importance and neglected indirect citations. This research combined direct and indirect relations into one index, and used this index to build the expert system. In addition, we provided a visualization of papers’ citation relations, and helped users to find key papers in their research areas. In order to test our system, we collected the top six journals in MIS, totally 7579 papers, and extracted 129114 citations from these papers. The result showed no differences between direct and indirect citations. However, key papers that didn’t belong to these journals could be discovered, and using top three journals could obtain the same result as found in using top six journals.
致謝 I
摘要 II
Abstract III
目錄 IV
表目錄 VI
圖目錄 VIII
第一章、 緒論 1
第一節、 研究背景與動機 1
第二節、 研究目的 3
第三節、 研究範圍 4
第四節、 論文架構 4
第二章、 文獻探討 6
第一節、 專家系統 6
第二節、 引用分析 11
第三章、 研究方法 15
第一節、 研究方法 15
第二節、 研究流程 18
第四章、 系統建置 21
第一節、 系統架構 21
第二節、 資料描述 35
第三節、 系統畫面 35
第五章、 研究結果 40
第一節、 系統評估 40
第二節、 視覺化呈現 56
第六章、 結論 60
第一節、 研究成果 61
第二節、 研究貢獻 62
第三節、 研究限制 63
第四節、 未來研究方向 63
參考文獻 65
Aamodt, A., & Plaza, E. (1994). Case-based reasoning: foundational issues methodological variations and system approaches. Artificial Intelligence Communications, 7(1), 39–59.
Bowman, C. M., Danzig, P. B., Manber, U., & Schwartz, F. (1994). Scalable internet resource discovery: research problems and approaches. Communications of the ACM, 37(8), 98–107.
Bradshaw, S., & Hammond, K. (2001). Using citations to facilitate precise indexing and automatic index creation in collections of research papers. Knowledge-Based Systems, 14(1/2), 29-35.
Brin, S., Page, L., Motwani, R., & Winograd, T. (1999). The pagerank citation ranking: bringing order to the web. Retrieved Jun. 8, 2007 from http://dbpubs.stanford.edu:8090/pub/showDoc.Fulltext?lang=en&doc=1999-66&format=pdf&compression=
Buchanan, B. G., Barstow, D., Bechtel R., Bennet, J., Clancey, W., Kulikowski, C., Mitchell, T. M., & Waterman, D. A. (1983). Constructing an Expert system. Building Expert Systems. MA:Addison-Wesley.
Chen, T. T., & Xie, L. Q. (2005). Identifying Critical Focuses in Research Domains. In Proceedings of the Information Visualisation, Ninth International Conference on (IV''05) IEEE Computer Society, 135-142.
Culnan, M. (1986). The Intellectual Development of Management Information Systems, 1972-1982: A Co-Citation Analysis. Management Science, 32(2), 156-172.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340.
Dhaliwal, J. S., & Benbasat, I. (1996). The use and effects of knowledge-based system explanations: theoretical foundations and a framework for empirical evaluation. Information Systems Research, 7, 342–362.
Fang, Y., & Rousseau, R. (2001). Lattices in citation networks: An investigation into structure of citation graphs. Scientometrics, 50(2), 273-287.
Feigenbaum, E. A., & McCorduck, P. (1983). The Fifth Generation. MA: Addison-Wesley Publishing Company Inc.
Ferry, A. (1996). Survey of user information needs and search methods results. Retrieved Jun. 8, 2007 from http://www.adam.ac.uk/adam/reports/survey/
Fu, Y., & Shen, R. (2004). GA based CBR approach in Q&A system. Expert Systems with Applications, 26, 167–170.
Gardner, S., & Eng, S. (2005). Gaga over Google? Scholar in the Social Sciences. Library Hi Tech News, 22(8), 42-45.
Garfield, E. (1972). Citation analysis as a tool in journal evaluation. Science, 178(4060), 471-479.
Gentner, D. (1983). Structure mapping-a theoretical framework for analogy. Cognitive Science, 7, 155–170.
Giarratano, J., & Riley, G.. (1989). Expert Systems: Principles and Programming. PWS-KENT.
Gilster P. (1997). Digital Literacy. John Wiley & Sons Canada.
Gordon, J. L. (2000). Creating knowledge maps by exploiting dependent relationships. Knowledge-Based Systems, 13, 71-79.
Guo, G. M. (2007). A computer-aided bibliometric system to generate core article ranked lists in interdisciplinary subjects. Information sciences, 177(17), 3539-3556.
Hatzilygeroudis, I., & Prentzas, J. (2004). Using a hybrid rule-based approach in developing an intelligent tutoring system with knowledge acquisition and update capabilities. Expert Systems with Application, 26, 477-492.
He, Y., & Hui, S. C. (2002). Mining a web citation database for author co-citation analysis. Information Processing and Management, 38(4), 491-508.
Hiom, D., & Huxley, L. (1996).Using SOSIG to support social science teaching and research. Retrieved Jul. 17, 2007 from http://www.socresonline.org.uk/1/3/sosig.html.
Hirsch, J. E. (2005). An index to quantify an individual''s scientific research output. In Proceedings of the National Academy of Sciences of the United States of America.
Jackson, P. (1999). Introduction to Expert Systems. Addison-WESLEY Longman Limited third edition.
Kolodner, J. L. (1993). Case-based reasoning. San Mateo, CA: Morgan Kaufmann.
Kostoff, R. N. (1994). Research impact quantification. R&D Management, 24(3), 207-217.
Koton, P. (1989). Using experience in learning and problem solving. MIT Press.
Lau, T. Y. (1995). Chinese Communication studies: A citation analysis of Chinese communication research in English-language journals. Scientometrics, 33(1), 65-91.
Liao, S. H. (2005). Expert system methodologies and applications-a decade review from 1995 to 2004. Expert Systems with Application, 28, 93-103.
Lowry, P. B., Romans, D., & Curtis, A. (2004). Global Journal Prestige and Supporting Disciplines: A Scientometric Study of Information Systems Journals. Journal of the Association for Information Systems, 5(2), 29-77.
MacRoberts, M. H., & MacRoberts, B. R. (1987). Another test of normative theory of citing. Journal of the American Society for Information Science, 38, 305-306.
Medsker, L., Tan, M., & Turban, E. (1995). Knowledge Acquisition from Multiple Experts: Problems and Issues. Expert systems with applications, 19(1), 35-40.
Merton, R. K. (1968). The Matthew Effect in Science. American Association for the Advancement of Science, 159(3810), 56-63.
Mohamed, A., & Celik, T. (2002). Knowledge based-system for alternative design, cost estimating and scheduling. Knowledge-Based Systems, 15, 177-188.
Monopoli, M., & Nicholas, D. (2000).A user-centred approach to the evaluation of Subject Based Information Gateways: case study SOSIG. In Aslib Proceedings, 52(6), 218-231.
Monopoli, M., Nicholas, D., Georgiou, P., & Korfiati, M. (2002). A user-oriented evaluation of digital libraries: case study the "electronic journals" service of the library and information service of the University of Patras, Greece. In Aslib Proceedings, 54(2), 103-117.
Noh, J. B., Lee, K. C., Kim, J. K., Lee, J. K., & Kim, S. H. (2000). A case-based reasoning approach to cognitive map-driven tacit knowledge management. Expert Systems with Applications, 19, 249–259.
Salancik, G. R. (1986). An index of subgroup influence in dependency networks. Administrative Science Quarterly, 31, 194-211.
Segev, A., Leshno, M., & Zviran, M. (2007). Internet as a knowledge base for medical diagnostic assistance. Expert Systems with Applications, 33, 251-255.
Seglen, P. O. (1997). Why the impact factor of journals should not be used for evaluating research. BMJ, 314, 498-502, .
Small, H. (1997). Update on science mapping: creating large document spaces. Scientometrics, 38(2), 275-293.
Smith, L. C. (1981). Citation analysis. Library Trends, 30, 83-106.
Tankard, J. K., Chang, T .K., & Tsang, K. J.(1984). Citation networks as indicators of journalism research activity. Journalism Quarterly, 61, 89-96.
Tainer, J. A. (1991). Science, citation, and funding. Science, 251, 1408.
Tsai, C. Y., Chiu, C. C., & Chen, J. S. (2005). A case-based reasoning system for PCB defect prediction. Expert Systems with Applications, 28, 813-822.
Turban, E., & Aronson, J. E. (2001). Decision support systems and intelligent systems. sixth Edition. Hong Kong: Prentice International Hall.
Wartburg, I.V., Teichert, T., & Rost, K. (2005). Inventive progress measured by multi-stage patent citation analysis. Research Policy, 34(10), 1591-1607.
White, H. D., & Griffith, B. C. (1981). Author cocitation: A literature measure of intellectual structure. Journal of the American Society for Information Science, 32, 163-171.
Woshlin, C. (2007). An analysis of the most cited articles in software engineering journals-2000. Information and software Technology, 49, 2-11.
Yan, H., Jiang, Y., Zheng, J., Fu, B., Xiao, S., & Peng, C. (2004). The internet-based knowledge acquisition and management method to construct large-scale distributed medical expert system. Computer Methods and Programs in Biomedicine, 74, 1–10.
Zhao, D. (2006). Towards all-author co-citation analysis. Information Processing and Management, 42(6), 1578-1591.
Zigurs, I., & Buckland B. K. (1998). A Theory of Task/Technology Fit and Group Support Systems Effectiveness. MIS Quarterly, 22(3), 313-334.
Zigurs, I., Buckland, B. K., Connolly, J. R., & Wilson, E. V. (1998). A Test of Task-Technology Fit Theory for Group Support Systems. The DATA BASE for Advances in Information Systems, 30(3,4), 34-50.
QRCODE
 
 
 
 
 
                                                                                                                                                                                                                                                                                                                                                                                                               
第一頁 上一頁 下一頁 最後一頁 top
無相關期刊